test ebpf

backend/src/Models/packets.py

@@ -11,7 +11,11 @@ class PacketDBModel(BaseModel):
 
     id: Union[int, str]
     timestamp: datetime = Field(..., description="Packet timestamp in ISO format.")
-    iface: str
+    packet_uid: str = Field(..., description="Stable packet identity used for upserts/correlation.")
+    iface: Optional[str] = None
+    ingress_if: Optional[str] = None
+    egress_if: Optional[str] = None
+    observed_ifaces: Optional[list[str]] = None
     src_mac: Optional[str] = None
     dst_mac: Optional[str] = None
     eth_type: Optional[Union[int, str]] = None
@@ -31,7 +35,14 @@ class PacketDBModel(BaseModel):
     app_is_encrypted: Optional[bool] = Field(None, description="Whether detected protocol appears encrypted.")
     app_risk_score: Optional[int] = Field(None, description="Count/score of detected nDPI risks.")
     dpi_metadata: Optional[dict] = Field(None, description="Raw DPI metadata from nDPI.")
+    telemetry_metadata: Optional[dict] = Field(None, description="Kernel telemetry details from eBPF collector.")
     direction: Optional[str] = None
+    verdict: Optional[str] = None
+    verdict_reason: Optional[str] = None
+    verdict_confidence: Optional[str] = None
+    ingress_seen_at: Optional[datetime] = None
+    egress_seen_at: Optional[datetime] = None
+    verdict_seen_at: Optional[datetime] = None
     packets: Optional[int] = None
 
     class Config:
@@ -39,7 +50,11 @@ class PacketDBModel(BaseModel):
             "example": {
                 "id": 123,
                 "timestamp": "2026-03-05T12:34:56.789Z",
+                "packet_uid": "9f6d3af0d3c81cb20ee8e7d32df7c56414460542",
                 "iface": "eth0",
+                "ingress_if": "eth0",
+                "egress_if": "eth1",
+                "observed_ifaces": ["eth0", "eth1"],
                 "src_mac": "aa:bb:cc:dd:ee:ff",
                 "dst_mac": "11:22:33:44:55:66",
                 "eth_type": "IPv4",
@@ -59,5 +74,10 @@ class PacketDBModel(BaseModel):
                 "app_is_encrypted": False,
                 "app_risk_score": 0,
                 "dpi_metadata": {"method": "GET"},
+                "telemetry_metadata": {"event_type": "egress", "iface": "eth1"},
+                "direction": "forwarded",
+                "verdict": "accept",
+                "verdict_reason": "egress-observed",
+                "verdict_confidence": "high",
             }
         }

backend/src/main.py

@@ -77,6 +77,26 @@ async def shutdown_event() -> None:
     except Exception:
         logging.exception("Error shutting down network API")
 
+    try:
+        from src.utilities.bridge_telemetry import bridge_telemetry_manager
+
+        bridge_telemetry_manager.stop()
+    except Exception:
+        logging.exception("Failed to stop bridge telemetry collector")
+
+    try:
+        from src.utilities.packet_tracker import packet_tracker
+
+        packet_tracker.stop()
+    except Exception:
+        logging.exception("Failed to stop packet tracker")
+
+    try:
+        if shared_objects.broadcaster is not None:
+            await shared_objects.broadcaster.close()
+    except Exception:
+        logging.exception("Failed to close packet broadcaster during shutdown")
+
     try:
         web_db = getattr(shared_objects, "db", None)
         if web_db is not None:

backend/src/network_sniffer.py

@@ -31,7 +31,10 @@ from src.utilities.interface_bridge_helpers import (
     check_interface_up,
     get_bridge_ports_once,
 )
+from src.utilities.bridge_telemetry import bridge_telemetry_manager
 from src.utilities.ndpi_classifier import ndpi_classifier
+from src.utilities.packet_identity import build_packet_uid
+from src.utilities.packet_tracker import packet_tracker
 from src.Models.etherType import EtherTypeEnum, ethertype_from_int
 from src.Models.ip_protocol import IPProtocolEnum, protocol_from_number
 
@@ -55,13 +58,12 @@ sessions: Dict[str, Dict[str, Any]] = {}
 # PacketInfo typing
 # -------------------------
 class PacketInfo(TypedDict, total=False):
-    """
+    """TypedDict for parsed packet data used by persistence and telemetry."""
-    TypedDict for the parsed packet info produced by parse_packet.
+
-    Fields marked optional (total=False) for flexibility across contexts.
+    packet_uid: str
-    """
     iface: str
     length: int
-    raw: bytes  # original raw bytes (kept for buffering; DB helper may convert to base64)
+    raw: bytes
     src_mac: Optional[str]
     dst_mac: Optional[str]
     eth_type_raw: Optional[int]
@@ -82,6 +84,18 @@ class PacketInfo(TypedDict, total=False):
     app_is_encrypted: Optional[bool]
     app_risk_score: Optional[int]
     dpi_metadata: Optional[Dict[str, Any]]
+    ip_id: Optional[int]
+    icmp_type: Optional[int]
+    icmp_code: Optional[int]
+    arp_op: Optional[int]
+    tcp_seq: Optional[int]
+    tcp_ack: Optional[int]
+    tcp_flags: Optional[int]
+    icmp_embedded_src_ip: Optional[str]
+    icmp_embedded_dst_ip: Optional[str]
+    icmp_embedded_protocol: Optional[int]
+    icmp_embedded_src_port: Optional[int]
+    icmp_embedded_dst_port: Optional[int]
 
 
 # small bounded buffer for packets produced before shared_objects is ready
@@ -105,24 +119,19 @@ threading.Thread(target=_start_async_loop, args=(async_loop,), daemon=True).star
 # Helpers for buffer draining
 # -------------------------
 def drain_buffer_to_shared_db() -> None:
-    """
+    """Replay buffered packets once the shared DB loop becomes available."""
-    Attempt to schedule buffered packets for insertion on shared_objects.web_loop.
-    Call this from main.py after shared_objects.db and shared_objects.web_loop are initialized.
-    """
     try:
         web_loop = getattr(shared_objects, "web_loop", None)
         web_db = getattr(shared_objects, "db", None)
         if web_db is None or web_loop is None:
             return
 
-        # schedule draining on the web loop to avoid blocking this thread
         def _drain() -> None:
             while _PACKET_BUFFER:
                 pkt = _PACKET_BUFFER.pop(0)
                 try:
-                    asyncio.run_coroutine_threadsafe(web_db.insert_packet(pkt), web_loop)
+                    packet_tracker.observe_packet(pkt)
                 except Exception:
-                    # re-buffer first element and stop to avoid busy loop
                     _PACKET_BUFFER.insert(0, pkt)
                     break
 
@@ -180,6 +189,18 @@ def parse_packet(pkt, bridge_label: str) -> None:
         "app_is_encrypted": None,
         "app_risk_score": None,
         "dpi_metadata": None,
+        "ip_id": None,
+        "icmp_type": None,
+        "icmp_code": None,
+        "arp_op": None,
+        "tcp_seq": None,
+        "tcp_ack": None,
+        "tcp_flags": None,
+        "icmp_embedded_src_ip": None,
+        "icmp_embedded_dst_ip": None,
+        "icmp_embedded_protocol": None,
+        "icmp_embedded_src_port": None,
+        "icmp_embedded_dst_port": None,
     }
 
     # Ethernet layer
@@ -220,6 +241,10 @@ def parse_packet(pkt, bridge_label: str) -> None:
         pkt_info["protocol_name"] = "ARP"
         pkt_info["src_ip"] = _safe_get_attr(arp, "psrc")
         pkt_info["dst_ip"] = _safe_get_attr(arp, "pdst")
+        try:
+            pkt_info["arp_op"] = int(_safe_get_attr(arp, "op"))
+        except Exception:
+            pkt_info["arp_op"] = None
         pkt_info["src_port"] = None
         pkt_info["dst_port"] = None
 
@@ -228,6 +253,10 @@ def parse_packet(pkt, bridge_label: str) -> None:
         ip = pkt[IP]
         pkt_info["src_ip"] = _safe_get_attr(ip, "src")
         pkt_info["dst_ip"] = _safe_get_attr(ip, "dst")
+        try:
+            pkt_info["ip_id"] = int(_safe_get_attr(ip, "id"))
+        except Exception:
+            pkt_info["ip_id"] = None
 
         try:
             proto_num = int(_safe_get_attr(ip, "proto"))
@@ -245,12 +274,23 @@ def parse_packet(pkt, bridge_label: str) -> None:
             pkt_info["protocol_name"] = "TCP"
             pkt_info["src_port"] = _safe_get_attr(pkt[TCP], "sport")
             pkt_info["dst_port"] = _safe_get_attr(pkt[TCP], "dport")
+            try:
+                pkt_info["tcp_seq"] = int(_safe_get_attr(pkt[TCP], "seq"))
+                pkt_info["tcp_ack"] = int(_safe_get_attr(pkt[TCP], "ack"))
+                pkt_info["tcp_flags"] = int(_safe_get_attr(pkt[TCP], "flags"))
+            except Exception:
+                pass
         elif proto_num == 17 and UDP in pkt:
             pkt_info["protocol_name"] = "UDP"
             pkt_info["src_port"] = _safe_get_attr(pkt[UDP], "sport")
             pkt_info["dst_port"] = _safe_get_attr(pkt[UDP], "dport")
         elif proto_num == 1 and ICMP in pkt:
             pkt_info["protocol_name"] = "ICMP"
+            try:
+                pkt_info["icmp_type"] = int(_safe_get_attr(pkt[ICMP], "type"))
+                pkt_info["icmp_code"] = int(_safe_get_attr(pkt[ICMP], "code"))
+            except Exception:
+                pass
         else:
             if pkt_info.get("protocol_name") is None:
                 pkt_info["protocol_name"] = f"IP_PROTO_{proto_num}" if proto_num is not None else None
@@ -277,12 +317,23 @@ def parse_packet(pkt, bridge_label: str) -> None:
             pkt_info["protocol_name"] = "TCP"
             pkt_info["src_port"] = _safe_get_attr(pkt[TCP], "sport")
             pkt_info["dst_port"] = _safe_get_attr(pkt[TCP], "dport")
+            try:
+                pkt_info["tcp_seq"] = int(_safe_get_attr(pkt[TCP], "seq"))
+                pkt_info["tcp_ack"] = int(_safe_get_attr(pkt[TCP], "ack"))
+                pkt_info["tcp_flags"] = int(_safe_get_attr(pkt[TCP], "flags"))
+            except Exception:
+                pass
         elif nh == 17 and UDP in pkt:
             pkt_info["protocol_name"] = "UDP"
             pkt_info["src_port"] = _safe_get_attr(pkt[UDP], "sport")
             pkt_info["dst_port"] = _safe_get_attr(pkt[UDP], "dport")
         elif ICMPv6Unknown in pkt:
             pkt_info["protocol_name"] = "ICMPv6"
+            try:
+                pkt_info["icmp_type"] = int(_safe_get_attr(pkt[ICMPv6Unknown], "type"))
+                pkt_info["icmp_code"] = int(_safe_get_attr(pkt[ICMPv6Unknown], "code"))
+            except Exception:
+                pass
         else:
             if pkt_info.get("protocol_name") is None:
                 pkt_info["protocol_name"] = f"IPV6_PROTO_{nh}" if nh is not None else None
@@ -299,21 +350,35 @@ def parse_packet(pkt, bridge_label: str) -> None:
     except Exception:
         logger.exception("nDPI enrichment failed")
 
-    # Submit DB insert to shared web loop if available, otherwise buffer
+    if ICMP in pkt:
+        inner = pkt[ICMP].payload
+        if inner and IP in inner:
+            inner_ip = inner[IP]
+            pkt_info["icmp_embedded_src_ip"] = _safe_get_attr(inner_ip, "src")
+            pkt_info["icmp_embedded_dst_ip"] = _safe_get_attr(inner_ip, "dst")
+            try:
+                pkt_info["icmp_embedded_protocol"] = int(_safe_get_attr(inner_ip, "proto"))
+            except Exception:
+                pkt_info["icmp_embedded_protocol"] = None
+
+            if TCP in inner:
+                pkt_info["icmp_embedded_src_port"] = _safe_get_attr(inner[TCP], "sport")
+                pkt_info["icmp_embedded_dst_port"] = _safe_get_attr(inner[TCP], "dport")
+            elif UDP in inner:
+                pkt_info["icmp_embedded_src_port"] = _safe_get_attr(inner[UDP], "sport")
+                pkt_info["icmp_embedded_dst_port"] = _safe_get_attr(inner[UDP], "dport")
+
+    pkt_info["packet_uid"] = build_packet_uid(pkt_info)
+
     try:
         web_loop = getattr(shared_objects, "web_loop", None)
         web_db = getattr(shared_objects, "db", None)
         if web_db is not None and web_loop is not None:
             try:
-                fut = asyncio.run_coroutine_threadsafe(web_db.insert_packet(pkt_info), web_loop)
+                packet_tracker.observe_packet(pkt_info)
-                # best-effort non-blocking check for immediate errors
+                logger.debug("Tracked packet on %s (len=%d)", pkt_info.get("iface"), pkt_info.get("length"))
-                try:
-                    fut.result(timeout=0.005)
-                except Exception:
-                    pass
-                logger.debug("Scheduled insert for packet on %s (len=%d)", pkt_info.get("iface"), pkt_info.get("length"))
             except Exception as e:
-                logger.exception("Failed to schedule insert_packet for %s — buffering: %s", pkt_info.get("iface"), e)
+                logger.exception("Failed to track packet for %s — buffering: %s", pkt_info.get("iface"), e)
                 _PACKET_BUFFER.append(pkt_info)
                 if len(_PACKET_BUFFER) > _BUFFER_CAPACITY:
                     _PACKET_BUFFER.pop(0)
@@ -399,6 +464,14 @@ def _ensure_socket_for_session(sockets: Dict[str, socket.socket], iface: str, br
         logger.warning("Failed to create AF_PACKET socket for %s (label=%s)", iface, bridge_label)
 
 
+def _sync_bridge_telemetry() -> None:
+    interfaces = sorted({iface for session in sessions.values() for iface in session.get("ports", [])})
+    try:
+        bridge_telemetry_manager.update_interfaces(interfaces)
+    except Exception:
+        logger.exception("Failed to update bridge telemetry collector")
+
+
 # -------------------------
 # Per-session reader loop
 # -------------------------
@@ -545,6 +618,7 @@ def start_afpacket_sniffer(target: str, target_is_interface: bool = False) -> st
     t = threading.Thread(target=_session_reader_loop, args=(session_id,), daemon=True)
     session["thread"] = t
     t.start()
+    _sync_bridge_telemetry()
     logger.info("Started sniffer session %s label=%s ports=%s", session_id, target, ports)
     return session_id
 
@@ -566,6 +640,7 @@ def stop_afpacket_sniffer(session_id: Optional[str] = None, target: Optional[str
         t = s.get("thread")
         if t and isinstance(t, threading.Thread):
             t.join(timeout=2)
+        _sync_bridge_telemetry()
         logger.info("Stopped session %s", session_id)
         return
 
@@ -586,6 +661,7 @@ def stop_afpacket_sniffer(session_id: Optional[str] = None, target: Optional[str
                 except Exception:
                     pass
                 logger.info("Removed target %s from session %s", target, sid)
+        _sync_bridge_telemetry()
         return
 
     # Global stop: stop all sessions
@@ -602,6 +678,10 @@ def stop_afpacket_sniffer(session_id: Optional[str] = None, target: Optional[str
         logger.exception("Failed to schedule DB pool close")
 
     logger.info("All sniffer sessions stopped")
+    try:
+        bridge_telemetry_manager.stop()
+    except Exception:
+        logger.exception("Failed to stop bridge telemetry collector")
 
 
 def get_sniffer_status() -> Dict[str, Dict[str, object]]:
@@ -643,4 +723,5 @@ def get_internal_debug_state() -> dict:
             for sid, s in sessions.items()
         },
         "buffer_len": len(_PACKET_BUFFER),
+        "telemetry_ports": sorted({iface for session in sessions.values() for iface in session.get("ports", [])}),
     }

backend/src/utilities/bridge_telemetry.py

@@ -0,0 +1,128 @@
+"""Manage the eBPF telemetry subprocess used for bridge direction and verdict events."""
+
+from __future__ import annotations
+
+import json
+import logging
+import os
+import signal
+import subprocess
+import sys
+import threading
+from pathlib import Path
+from typing import Iterable, Optional
+
+from src.utilities.packet_tracker import packet_tracker
+
+logger = logging.getLogger("bridge_telemetry")
+
+
+class BridgeTelemetryManager:
+    """Run a single eBPF collector process for the active sniffed interfaces."""
+
+    def __init__(self) -> None:
+        self._interfaces: set[str] = set()
+        self._process: Optional[subprocess.Popen[str]] = None
+        self._reader_thread: Optional[threading.Thread] = None
+        self._lock = threading.Lock()
+
+    def update_interfaces(self, interfaces: Iterable[str]) -> None:
+        """Restart the collector when the active interface set changes."""
+        normalized = {iface.strip() for iface in interfaces if iface and iface.strip()}
+        with self._lock:
+            if normalized == self._interfaces:
+                return
+            self._interfaces = normalized
+            self._restart_locked()
+
+    def stop(self) -> None:
+        """Stop the collector process and reader thread."""
+        with self._lock:
+            self._interfaces = set()
+            self._stop_process_locked()
+
+    def _restart_locked(self) -> None:
+        self._stop_process_locked()
+        if not self._interfaces:
+            return
+
+        helper = Path(__file__).with_name("ebpf_bridge_events.py")
+        python_bin = sys.executable or "python3"
+        if "venv" in python_bin:
+            python_bin = "python3"
+
+        env = os.environ.copy()
+        env["PYTHONUNBUFFERED"] = "1"
+
+        cmd = [python_bin, str(helper), "--ifaces", ",".join(sorted(self._interfaces))]
+        logger.info("Starting bridge telemetry collector for interfaces=%s", sorted(self._interfaces))
+        try:
+            self._process = subprocess.Popen(
+                cmd,
+                stdout=subprocess.PIPE,
+                stderr=subprocess.STDOUT,
+                text=True,
+                bufsize=1,
+                env=env,
+            )
+        except Exception:
+            logger.exception("Failed to start bridge telemetry collector")
+            self._process = None
+            return
+
+        self._reader_thread = threading.Thread(
+            target=self._read_loop,
+            args=(self._process,),
+            daemon=True,
+            name="bridge-telemetry-reader",
+        )
+        self._reader_thread.start()
+
+    def _stop_process_locked(self) -> None:
+        process = self._process
+        reader = self._reader_thread
+        self._process = None
+        self._reader_thread = None
+
+        if process is not None and process.poll() is None:
+            try:
+                process.send_signal(signal.SIGTERM)
+                process.wait(timeout=3)
+            except subprocess.TimeoutExpired:
+                process.kill()
+            except Exception:
+                logger.exception("Failed to stop bridge telemetry collector cleanly")
+
+        if reader is not None and reader.is_alive():
+            reader.join(timeout=2)
+
+    def _read_loop(self, process: subprocess.Popen[str]) -> None:
+        stdout = process.stdout
+        if stdout is None:
+            return
+
+        for line in stdout:
+            text = line.strip()
+            if not text:
+                continue
+            try:
+                event = json.loads(text)
+            except json.JSONDecodeError:
+                logger.info("bridge-telemetry: %s", text)
+                continue
+
+            if "event_type" not in event:
+                logger.info("bridge-telemetry: %s", event)
+                continue
+
+            try:
+                packet_tracker.observe_telemetry(event)
+            except Exception:
+                logger.exception("Failed to process telemetry event: %s", event)
+
+        rc = process.poll()
+        if rc not in (0, None):
+            logger.warning("Bridge telemetry collector exited with code %s", rc)
+
+
+bridge_telemetry_manager = BridgeTelemetryManager()

backend/src/utilities/database.py

@@ -15,6 +15,16 @@ from src.Models.packets import PacketDBModel
 logger = logging.getLogger("af_packet_sniffer")
 
 
+def _db_text(value: Any) -> Any:
+    if value is None:
+        return None
+    if isinstance(value, (str, int)):
+        return value
+    if hasattr(value, "value"):
+        return getattr(value, "value")
+    return str(value)
+
+
 class DatabasePool:
     """Asyncpg connection pool wrapper used by the packet APIs."""
 
@@ -65,15 +75,33 @@ class DatabasePool:
 
     async def insert_packet(self, pkt_info: Dict[str, Any]) -> None:
         """Insert one packet record and publish it to subscribers."""
+        await self.upsert_packet(pkt_info)
+
+    async def upsert_packet(self, pkt_info: Dict[str, Any]) -> None:
+        """Insert or update one packet record and publish it to subscribers."""
         if self._pool is None:
             await self.init_pool()
 
+        dpi_metadata = pkt_info.get("dpi_metadata")
+        telemetry_metadata = pkt_info.get("telemetry_metadata")
+
         try:
             async with self._pool.acquire() as conn:
                 new_row = await conn.fetchrow(
                     """
-                    INSERT INTO packets(
+                    INSERT INTO packets (
+                        packet_uid,
                         iface,
+                        ingress_if,
+                        egress_if,
+                        observed_ifaces,
+                        direction,
+                        verdict,
+                        verdict_reason,
+                        verdict_confidence,
+                        ingress_seen_at,
+                        egress_seen_at,
+                        verdict_seen_at,
                         src_mac,
                         dst_mac,
                         eth_type,
@@ -84,7 +112,6 @@ class DatabasePool:
                         src_port,
                         dst_port,
                         length,
-                        raw,
                         app_protocol,
                         app_master_protocol,
                         app_category,
@@ -92,22 +119,70 @@ class DatabasePool:
                         app_hostname,
                         app_is_encrypted,
                         app_risk_score,
-                        dpi_metadata
+                        dpi_metadata,
-                    ) VALUES($1,$2,$3,$4,$5,$6,$7,$8,$9,$10,$11,$12,$13,$14,$15,$16,$17,$18,$19,$20::jsonb)
+                        telemetry_metadata,
+                        raw
+                    ) VALUES(
+                        $1,$2,$3,$4,$5,$6,$7,$8,$9,$10,$11,$12,
+                        $13,$14,$15,$16,$17,$18,$19,$20,$21,$22,$23,
+                        $24,$25,$26,$27,$28,$29,$30::jsonb,$31::jsonb,$32
+                    )
+                    ON CONFLICT (packet_uid) DO UPDATE SET
+                        iface = COALESCE(EXCLUDED.iface, packets.iface),
+                        ingress_if = COALESCE(EXCLUDED.ingress_if, packets.ingress_if),
+                        egress_if = COALESCE(EXCLUDED.egress_if, packets.egress_if),
+                        observed_ifaces = COALESCE(EXCLUDED.observed_ifaces, packets.observed_ifaces),
+                        direction = COALESCE(EXCLUDED.direction, packets.direction),
+                        verdict = COALESCE(EXCLUDED.verdict, packets.verdict),
+                        verdict_reason = COALESCE(EXCLUDED.verdict_reason, packets.verdict_reason),
+                        verdict_confidence = COALESCE(EXCLUDED.verdict_confidence, packets.verdict_confidence),
+                        ingress_seen_at = COALESCE(EXCLUDED.ingress_seen_at, packets.ingress_seen_at),
+                        egress_seen_at = COALESCE(EXCLUDED.egress_seen_at, packets.egress_seen_at),
+                        verdict_seen_at = COALESCE(EXCLUDED.verdict_seen_at, packets.verdict_seen_at),
+                        src_mac = COALESCE(EXCLUDED.src_mac, packets.src_mac),
+                        dst_mac = COALESCE(EXCLUDED.dst_mac, packets.dst_mac),
+                        eth_type = COALESCE(EXCLUDED.eth_type, packets.eth_type),
+                        vlan_id = COALESCE(EXCLUDED.vlan_id, packets.vlan_id),
+                        src_ip = COALESCE(EXCLUDED.src_ip, packets.src_ip),
+                        dst_ip = COALESCE(EXCLUDED.dst_ip, packets.dst_ip),
+                        ip_proto = COALESCE(EXCLUDED.ip_proto, packets.ip_proto),
+                        src_port = COALESCE(EXCLUDED.src_port, packets.src_port),
+                        dst_port = COALESCE(EXCLUDED.dst_port, packets.dst_port),
+                        length = COALESCE(EXCLUDED.length, packets.length),
+                        app_protocol = COALESCE(EXCLUDED.app_protocol, packets.app_protocol),
+                        app_master_protocol = COALESCE(EXCLUDED.app_master_protocol, packets.app_master_protocol),
+                        app_category = COALESCE(EXCLUDED.app_category, packets.app_category),
+                        app_confidence = COALESCE(EXCLUDED.app_confidence, packets.app_confidence),
+                        app_hostname = COALESCE(EXCLUDED.app_hostname, packets.app_hostname),
+                        app_is_encrypted = COALESCE(EXCLUDED.app_is_encrypted, packets.app_is_encrypted),
+                        app_risk_score = COALESCE(EXCLUDED.app_risk_score, packets.app_risk_score),
+                        dpi_metadata = COALESCE(EXCLUDED.dpi_metadata, packets.dpi_metadata),
+                        telemetry_metadata = COALESCE(EXCLUDED.telemetry_metadata, packets.telemetry_metadata),
+                        raw = COALESCE(EXCLUDED.raw, packets.raw)
                     RETURNING id, timestamp
                     """,
-                    pkt_info["iface"],
+                    pkt_info["packet_uid"],
+                    pkt_info.get("iface"),
+                    pkt_info.get("ingress_if"),
+                    pkt_info.get("egress_if"),
+                    pkt_info.get("observed_ifaces"),
+                    pkt_info.get("direction"),
+                    pkt_info.get("verdict"),
+                    pkt_info.get("verdict_reason"),
+                    pkt_info.get("verdict_confidence"),
+                    pkt_info.get("ingress_seen_at"),
+                    pkt_info.get("egress_seen_at"),
+                    pkt_info.get("verdict_seen_at"),
                     pkt_info.get("src_mac"),
                     pkt_info.get("dst_mac"),
-                    pkt_info.get("eth_type"),
+                    _db_text(pkt_info.get("eth_type")),
                     pkt_info.get("vlan_id"),
                     pkt_info.get("src_ip"),
                     pkt_info.get("dst_ip"),
-                    pkt_info.get("protocol"),
+                    _db_text(pkt_info.get("protocol_name") or pkt_info.get("protocol")),
                     pkt_info.get("src_port"),
                     pkt_info.get("dst_port"),
-                    pkt_info["length"],
+                    pkt_info.get("length"),
-                    pkt_info["raw"],
                     pkt_info.get("app_protocol"),
                     pkt_info.get("app_master_protocol"),
                     pkt_info.get("app_category"),
@@ -115,10 +190,12 @@ class DatabasePool:
                     pkt_info.get("app_hostname"),
                     pkt_info.get("app_is_encrypted"),
                     pkt_info.get("app_risk_score"),
-                    json.dumps(pkt_info.get("dpi_metadata")) if pkt_info.get("dpi_metadata") is not None else None,
+                    json.dumps(dpi_metadata) if dpi_metadata is not None else None,
+                    json.dumps(telemetry_metadata) if telemetry_metadata is not None else None,
+                    pkt_info.get("raw"),
                 )
         except Exception:
-            logger.exception("DB insert failed")
+            logger.exception("DB upsert failed")
             return
 
         if new_row:

backend/src/utilities/ebpf_bridge_events.py

@@ -0,0 +1,443 @@
+#!/usr/bin/env python3
+"""Emit bridge ingress, egress, and drop telemetry events via eBPF."""
+
+from __future__ import annotations
+
+import argparse
+import ctypes as ct
+import hashlib
+import ipaddress
+import json
+import signal
+import socket
+import sys
+from typing import Iterable
+
+try:
+    from bcc import BPF  # type: ignore
+except Exception as exc:  # pragma: no cover - depends on host runtime
+    print(f"Failed to import python3-bpfcc: {exc}", file=sys.stderr, flush=True)
+    raise
+
+
+IDENTITY_FIELDS = (
+    "src_mac",
+    "dst_mac",
+    "eth_type_raw",
+    "vlan_id",
+    "src_ip",
+    "dst_ip",
+    "protocol_raw",
+    "src_port",
+    "dst_port",
+    "length",
+    "ip_id",
+    "icmp_type",
+    "icmp_code",
+    "arp_op",
+    "tcp_seq",
+    "tcp_ack",
+    "tcp_flags",
+)
+
+BPF_SOURCE = r"""
+#include <uapi/linux/ptrace.h>
+#include <linux/skbuff.h>
+#include <linux/netdevice.h>
+#include <linux/if.h>
+#include <linux/if_ether.h>
+#include <linux/ip.h>
+#include <linux/ipv6.h>
+#include <linux/in.h>
+#include <linux/tcp.h>
+#include <linux/udp.h>
+#include <linux/icmp.h>
+#include <linux/icmpv6.h>
+#include <linux/if_arp.h>
+#include <linux/version.h>
+
+#define EVENT_INGRESS 1
+#define EVENT_EGRESS  2
+#define EVENT_DROP    3
+
+struct vlan_hdr_t {
+  __be16 h_vlan_TCI;
+  __be16 h_vlan_encapsulated_proto;
+};
+
+struct arp_eth_ipv4_t {
+  __u8 sha[6];
+  __u8 spa[4];
+  __u8 tha[6];
+  __u8 tpa[4];
+};
+
+struct event_t {
+  __u64 ts_ns;
+  __u32 length;
+  __u32 reason;
+  __u16 eth_type_raw;
+  __u16 vlan_id;
+  __u16 src_port;
+  __u16 dst_port;
+  __u16 ip_id;
+  __u16 arp_op;
+  __u32 protocol_raw;
+  __u32 tcp_seq;
+  __u32 tcp_ack;
+  __u8 event_type;
+  __u8 ip_version;
+  __u8 icmp_type;
+  __u8 icmp_code;
+  __u8 tcp_flags;
+  char ifname[IFNAMSIZ];
+  unsigned char src_mac[6];
+  unsigned char dst_mac[6];
+  unsigned char src_ip[16];
+  unsigned char dst_ip[16];
+};
+
+BPF_PERF_OUTPUT(events);
+
+static __always_inline int fill_ifname(struct sk_buff *skb, struct event_t *event) {
+  if (!skb) {
+    return 0;
+  }
+
+  struct net_device *dev = NULL;
+  bpf_probe_read_kernel(&dev, sizeof(dev), &skb->dev);
+  if (!dev) {
+    return 0;
+  }
+
+  bpf_probe_read_kernel(event->ifname, sizeof(event->ifname), dev->name);
+  return 1;
+}
+
+static __always_inline int parse_skb(struct sk_buff *skb, struct event_t *event) {
+  unsigned char *head = NULL;
+  __u16 mac_header = 0;
+  __u16 network_header = 0;
+  __u16 transport_header = 0;
+
+  if (!skb) {
+    return 0;
+  }
+
+  bpf_probe_read_kernel(&head, sizeof(head), &skb->head);
+  bpf_probe_read_kernel(&mac_header, sizeof(mac_header), &skb->mac_header);
+  bpf_probe_read_kernel(&network_header, sizeof(network_header), &skb->network_header);
+  bpf_probe_read_kernel(&transport_header, sizeof(transport_header), &skb->transport_header);
+  bpf_probe_read_kernel(&event->length, sizeof(event->length), &skb->len);
+
+  if (!head) {
+    return 0;
+  }
+
+  struct ethhdr eth = {};
+  unsigned char *eth_ptr = head + mac_header;
+  bpf_probe_read_kernel(&eth, sizeof(eth), eth_ptr);
+  __builtin_memcpy(event->src_mac, eth.h_source, 6);
+  __builtin_memcpy(event->dst_mac, eth.h_dest, 6);
+
+  __be16 eth_proto = eth.h_proto;
+  unsigned char *l3_ptr = head + network_header;
+  if (eth_proto == htons(ETH_P_8021Q) || eth_proto == htons(ETH_P_8021AD)) {
+    struct vlan_hdr_t vlan = {};
+    bpf_probe_read_kernel(&vlan, sizeof(vlan), eth_ptr + sizeof(struct ethhdr));
+    event->vlan_id = ntohs(vlan.h_vlan_TCI) & 0x0fff;
+    eth_proto = vlan.h_vlan_encapsulated_proto;
+    event->eth_type_raw = ntohs(eth_proto);
+  } else {
+    event->eth_type_raw = ntohs(eth_proto);
+  }
+
+  if (eth_proto == htons(ETH_P_ARP)) {
+    struct arphdr arph = {};
+    struct arp_eth_ipv4_t arp_body = {};
+    bpf_probe_read_kernel(&arph, sizeof(arph), l3_ptr);
+    event->arp_op = ntohs(arph.ar_op);
+    if (arph.ar_hrd == htons(ARPHRD_ETHER) && arph.ar_pro == htons(ETH_P_IP) &&
+        arph.ar_hln == ETH_ALEN && arph.ar_pln == 4) {
+      bpf_probe_read_kernel(&arp_body, sizeof(arp_body), l3_ptr + sizeof(struct arphdr));
+      __builtin_memcpy(event->src_ip, arp_body.spa, 4);
+      __builtin_memcpy(event->dst_ip, arp_body.tpa, 4);
+      event->ip_version = 4;
+    }
+    return 1;
+  }
+
+  if (eth_proto == htons(ETH_P_IP)) {
+    struct iphdr iph = {};
+    bpf_probe_read_kernel(&iph, sizeof(iph), l3_ptr);
+    event->ip_version = 4;
+    event->protocol_raw = iph.protocol;
+    event->ip_id = ntohs(iph.id);
+    bpf_probe_read_kernel(event->src_ip, 4, &iph.saddr);
+    bpf_probe_read_kernel(event->dst_ip, 4, &iph.daddr);
+
+    if (iph.protocol == IPPROTO_TCP) {
+      struct tcphdr tcph = {};
+      unsigned char flags = 0;
+      bpf_probe_read_kernel(&tcph, sizeof(tcph), head + transport_header);
+      event->src_port = ntohs(tcph.source);
+      event->dst_port = ntohs(tcph.dest);
+      event->tcp_seq = ntohl(tcph.seq);
+      event->tcp_ack = ntohl(tcph.ack_seq);
+      bpf_probe_read_kernel(&flags, sizeof(flags), (void *)(head + transport_header + 13));
+      event->tcp_flags = flags;
+    } else if (iph.protocol == IPPROTO_UDP) {
+      struct udphdr udph = {};
+      bpf_probe_read_kernel(&udph, sizeof(udph), head + transport_header);
+      event->src_port = ntohs(udph.source);
+      event->dst_port = ntohs(udph.dest);
+    } else if (iph.protocol == IPPROTO_ICMP) {
+      struct icmphdr icmph = {};
+      bpf_probe_read_kernel(&icmph, sizeof(icmph), head + transport_header);
+      event->icmp_type = icmph.type;
+      event->icmp_code = icmph.code;
+    }
+    return 1;
+  }
+
+  if (eth_proto == htons(ETH_P_IPV6)) {
+    struct ipv6hdr ip6h = {};
+    bpf_probe_read_kernel(&ip6h, sizeof(ip6h), l3_ptr);
+    event->ip_version = 6;
+    event->protocol_raw = ip6h.nexthdr;
+    __builtin_memcpy(event->src_ip, &ip6h.saddr, 16);
+    __builtin_memcpy(event->dst_ip, &ip6h.daddr, 16);
+
+    if (ip6h.nexthdr == IPPROTO_TCP) {
+      struct tcphdr tcph = {};
+      unsigned char flags = 0;
+      bpf_probe_read_kernel(&tcph, sizeof(tcph), head + transport_header);
+      event->src_port = ntohs(tcph.source);
+      event->dst_port = ntohs(tcph.dest);
+      event->tcp_seq = ntohl(tcph.seq);
+      event->tcp_ack = ntohl(tcph.ack_seq);
+      bpf_probe_read_kernel(&flags, sizeof(flags), (void *)(head + transport_header + 13));
+      event->tcp_flags = flags;
+    } else if (ip6h.nexthdr == IPPROTO_UDP) {
+      struct udphdr udph = {};
+      bpf_probe_read_kernel(&udph, sizeof(udph), head + transport_header);
+      event->src_port = ntohs(udph.source);
+      event->dst_port = ntohs(udph.dest);
+    } else if (ip6h.nexthdr == IPPROTO_ICMPV6) {
+      struct icmp6hdr icmp6 = {};
+      bpf_probe_read_kernel(&icmp6, sizeof(icmp6), head + transport_header);
+      event->icmp_type = icmp6.icmp6_type;
+      event->icmp_code = icmp6.icmp6_code;
+    }
+    return 1;
+  }
+
+  return 1;
+}
+
+static __always_inline int emit_event(struct pt_regs *ctx, struct sk_buff *skb, __u8 event_type, __u32 reason) {
+  struct event_t event = {};
+  event.ts_ns = bpf_ktime_get_ns();
+  event.event_type = event_type;
+  event.reason = reason;
+
+  if (!fill_ifname(skb, &event)) {
+    return 0;
+  }
+  if (!parse_skb(skb, &event)) {
+    return 0;
+  }
+
+  events.perf_submit(ctx, &event, sizeof(event));
+  return 0;
+}
+
+int trace_ingress(struct pt_regs *ctx, struct sk_buff *skb) {
+  return emit_event(ctx, skb, EVENT_INGRESS, 0);
+}
+
+int trace_egress(struct pt_regs *ctx, struct sk_buff *skb) {
+  return emit_event(ctx, skb, EVENT_EGRESS, 0);
+}
+
+TRACEPOINT_PROBE(skb, kfree_skb) {
+  struct sk_buff *skb = (struct sk_buff *)args->skbaddr;
+  struct event_t event = {};
+  event.ts_ns = bpf_ktime_get_ns();
+  event.event_type = EVENT_DROP;
+  event.reason = args->reason;
+
+  if (!fill_ifname(skb, &event)) {
+    return 0;
+  }
+  if (!parse_skb(skb, &event)) {
+    return 0;
+  }
+
+  events.perf_submit(args, &event, sizeof(event));
+  return 0;
+}
+"""
+
+
+class Event(ct.Structure):
+    _fields_ = [
+        ("ts_ns", ct.c_ulonglong),
+        ("length", ct.c_uint),
+        ("reason", ct.c_uint),
+        ("eth_type_raw", ct.c_ushort),
+        ("vlan_id", ct.c_ushort),
+        ("src_port", ct.c_ushort),
+        ("dst_port", ct.c_ushort),
+        ("ip_id", ct.c_ushort),
+        ("arp_op", ct.c_ushort),
+        ("protocol_raw", ct.c_uint),
+        ("tcp_seq", ct.c_uint),
+        ("tcp_ack", ct.c_uint),
+        ("event_type", ct.c_ubyte),
+        ("ip_version", ct.c_ubyte),
+        ("icmp_type", ct.c_ubyte),
+        ("icmp_code", ct.c_ubyte),
+        ("tcp_flags", ct.c_ubyte),
+        ("ifname", ct.c_char * 16),
+        ("src_mac", ct.c_ubyte * 6),
+        ("dst_mac", ct.c_ubyte * 6),
+        ("src_ip", ct.c_ubyte * 16),
+        ("dst_ip", ct.c_ubyte * 16),
+    ]
+
+
+def _mac_to_str(value: Iterable[int]) -> str:
+    return ":".join(f"{byte:02x}" for byte in value)
+
+
+def _ip_to_str(ip_version: int, raw: Iterable[int]) -> str | None:
+    data = bytes(raw)
+    if ip_version == 4:
+        try:
+            return str(ipaddress.IPv4Address(data[:4]))
+        except ipaddress.AddressValueError:
+            return None
+    if ip_version == 6:
+        try:
+            return str(ipaddress.IPv6Address(data[:16]))
+        except ipaddress.AddressValueError:
+            return None
+    return None
+
+
+def _build_packet_uid(payload: dict[str, object]) -> str:
+    normalized = []
+    for field in IDENTITY_FIELDS:
+        value = payload.get(field)
+        normalized.append("" if value is None else str(value))
+    return hashlib.sha1("|".join(normalized).encode("utf-8")).hexdigest()
+
+
+def _event_name(value: int) -> str:
+    return {1: "ingress", 2: "egress", 3: "drop"}.get(value, "unknown")
+
+
+def _reason_name(reason: int) -> str:
+    return f"skb_drop_reason_{reason}"
+
+
+def _emit_event(cpu: int, data: int, size: int) -> None:
+    del cpu, size
+    event = ct.cast(data, ct.POINTER(Event)).contents
+    iface = bytes(event.ifname).split(b"\x00", 1)[0].decode("utf-8", "replace")
+    if iface not in TARGET_INTERFACES:
+        return
+
+    payload: dict[str, object] = {
+        "event_type": _event_name(event.event_type),
+        "iface": iface,
+        "length": int(event.length),
+        "src_mac": _mac_to_str(event.src_mac),
+        "dst_mac": _mac_to_str(event.dst_mac),
+        "eth_type_raw": int(event.eth_type_raw) or None,
+        "vlan_id": int(event.vlan_id) or None,
+        "src_ip": _ip_to_str(int(event.ip_version), event.src_ip),
+        "dst_ip": _ip_to_str(int(event.ip_version), event.dst_ip),
+        "protocol_raw": int(event.protocol_raw) or None,
+        "src_port": int(event.src_port) or None,
+        "dst_port": int(event.dst_port) or None,
+        "ip_id": int(event.ip_id) or None,
+        "arp_op": int(event.arp_op) or None,
+        "icmp_type": int(event.icmp_type) or None,
+        "icmp_code": int(event.icmp_code) or None,
+        "tcp_seq": int(event.tcp_seq) or None,
+        "tcp_ack": int(event.tcp_ack) or None,
+        "tcp_flags": int(event.tcp_flags) or None,
+        "reason": _reason_name(int(event.reason)) if event.event_type == 3 else None,
+        "reason_code": int(event.reason) if event.event_type == 3 else None,
+    }
+    payload["packet_uid"] = _build_packet_uid(payload)
+    print(json.dumps(payload, separators=(",", ":")), flush=True)
+
+
+def _attach_kprobe_first(bpf: BPF, symbols: list[str], fn_name: str) -> str:
+    for symbol in symbols:
+        try:
+            bpf.attach_kprobe(event=symbol, fn_name=fn_name)
+            return symbol
+        except Exception:
+            continue
+    raise RuntimeError(f"Failed to attach {fn_name} to any of {symbols}")
+
+
+def _parse_args() -> argparse.Namespace:
+    parser = argparse.ArgumentParser(description="eBPF bridge telemetry collector")
+    parser.add_argument("--ifaces", required=True, help="Comma-separated list of interfaces to keep")
+    return parser.parse_args()
+
+
+def _sigterm(_signum: int, _frame: object) -> None:
+    raise KeyboardInterrupt
+
+
+def main() -> int:
+    args = _parse_args()
+    global TARGET_INTERFACES
+    TARGET_INTERFACES = {iface.strip() for iface in args.ifaces.split(",") if iface.strip()}
+    if not TARGET_INTERFACES:
+        print("No interfaces provided", file=sys.stderr)
+        return 1
+
+    signal.signal(signal.SIGTERM, _sigterm)
+    signal.signal(signal.SIGINT, _sigterm)
+
+    bpf = BPF(text=BPF_SOURCE)
+    ingress_symbol = _attach_kprobe_first(
+        bpf,
+        ["__netif_receive_skb_core", "netif_receive_skb", "__netif_receive_skb_one_core"],
+        "trace_ingress",
+    )
+    egress_symbol = _attach_kprobe_first(bpf, ["dev_queue_xmit"], "trace_egress")
+
+    print(
+        json.dumps(
+            {
+                "status": "collector_started",
+                "ifaces": sorted(TARGET_INTERFACES),
+                "ingress_symbol": ingress_symbol,
+                "egress_symbol": egress_symbol,
+            },
+            separators=(",", ":"),
+        ),
+        flush=True,
+    )
+
+    bpf["events"].open_perf_buffer(_emit_event, page_cnt=128)
+    try:
+        while True:
+            bpf.perf_buffer_poll()
+    except KeyboardInterrupt:
+        return 0
+
+
+TARGET_INTERFACES: set[str] = set()
+
+
+if __name__ == "__main__":
+    sys.exit(main())

backend/src/utilities/packet_identity.py

@@ -0,0 +1,44 @@
+"""Helpers for stable packet identity across AF_PACKET and eBPF events."""
+
+from __future__ import annotations
+
+import hashlib
+from typing import Any, Dict
+
+
+IDENTITY_FIELDS = (
+    "src_mac",
+    "dst_mac",
+    "eth_type_raw",
+    "vlan_id",
+    "src_ip",
+    "dst_ip",
+    "protocol_raw",
+    "src_port",
+    "dst_port",
+    "length",
+    "ip_id",
+    "icmp_type",
+    "icmp_code",
+    "arp_op",
+    "tcp_seq",
+    "tcp_ack",
+    "tcp_flags",
+)
+
+
+def build_packet_uid(fields: Dict[str, Any]) -> str:
+    """Build a deterministic packet identifier from selected L2-L4 fields."""
+    normalized = []
+    for field in IDENTITY_FIELDS:
+        value = fields.get(field)
+        if isinstance(value, bytes):
+            value = value.hex()
+        normalized.append("" if value is None else str(value))
+    digest = hashlib.sha1("|".join(normalized).encode("utf-8")).hexdigest()
+    return digest
+
+
+def minimal_identity_dict(fields: Dict[str, Any]) -> Dict[str, Any]:
+    """Return only the identity-relevant subset of packet fields."""
+    return {field: fields.get(field) for field in IDENTITY_FIELDS}

backend/src/utilities/packet_tracker.py

@@ -0,0 +1,312 @@
+"""Aggregate AF_PACKET observations and kernel telemetry into one packet record."""
+
+from __future__ import annotations
+
+import asyncio
+import logging
+import threading
+import time
+from datetime import datetime, timezone
+from typing import Any, Dict, List, Optional
+
+import src.shared_objects as shared_objects
+from src.utilities.packet_identity import build_packet_uid
+
+logger = logging.getLogger("packet_tracker")
+
+
+def _utcnow() -> datetime:
+    return datetime.now(timezone.utc)
+
+
+class PacketTracker:
+    """Deduplicate packet observations and persist one upserted row per packet."""
+
+    def __init__(
+        self,
+        finalize_delay_seconds: float = 0.25,
+        retention_seconds: float = 10.0,
+        min_flush_interval_seconds: float = 0.05,
+    ):
+        self._finalize_delay_seconds = finalize_delay_seconds
+        self._retention_seconds = retention_seconds
+        self._min_flush_interval_seconds = min_flush_interval_seconds
+        self._entries: Dict[str, Dict[str, Any]] = {}
+        self._lock = threading.Lock()
+        self._stop_event = threading.Event()
+        self._thread = threading.Thread(target=self._run, daemon=True, name="packet-tracker")
+        self._thread.start()
+
+    def stop(self) -> None:
+        self._stop_event.set()
+        self._thread.join(timeout=2)
+
+    def observe_packet(self, pkt_info: Dict[str, Any]) -> str:
+        """Merge parsed packet information into a pending packet entry."""
+        now_ts = time.time()
+        packet_uid = pkt_info.get("packet_uid") or build_packet_uid(pkt_info)
+        pkt_info["packet_uid"] = packet_uid
+
+        with self._lock:
+            entry = self._entries.get(packet_uid)
+            if entry is None:
+                entry = self._new_entry(packet_uid, now_ts)
+                self._entries[packet_uid] = entry
+
+            self._merge_packet_info(entry, pkt_info, now_ts)
+            self._maybe_promote_reject_from_reply(pkt_info, now_ts)
+            self._maybe_mark_complete(entry)
+        return packet_uid
+
+    def observe_telemetry(self, event: Dict[str, Any]) -> Optional[str]:
+        """Merge ingress/egress/verdict telemetry into a pending packet entry."""
+        packet_uid = event.get("packet_uid")
+        if not packet_uid:
+            try:
+                packet_uid = build_packet_uid(event)
+            except Exception:
+                logger.debug("Telemetry event missing packet identity: %s", event)
+                return None
+
+        now_ts = time.time()
+        with self._lock:
+            entry = self._entries.get(packet_uid)
+            if entry is None:
+                entry = self._new_entry(packet_uid, now_ts)
+                self._entries[packet_uid] = entry
+
+            payload = entry["payload"]
+            payload["packet_uid"] = packet_uid
+            payload["telemetry_metadata"] = event
+            payload["last_observed_at"] = now_ts
+            for key, value in event.items():
+                if value is None or key in {"event_type", "reason", "reason_code", "iface", "packet_uid"}:
+                    continue
+                if payload.get(key) is None:
+                    payload[key] = value
+            event_type = event.get("event_type")
+            iface = event.get("iface")
+            if iface:
+                observed_ifaces = payload.setdefault("observed_ifaces", [])
+                if iface not in observed_ifaces:
+                    observed_ifaces.append(iface)
+
+            if event_type == "ingress":
+                payload["ingress_if"] = iface
+                payload["iface"] = iface
+                payload["ingress_seen_at"] = _utcnow()
+                payload["direction"] = "ingress"
+            elif event_type == "egress":
+                payload["egress_if"] = iface
+                payload["egress_seen_at"] = _utcnow()
+                payload["direction"] = "forwarded"
+                payload["verdict"] = "accept"
+                payload["verdict_reason"] = "egress-observed"
+                payload["verdict_confidence"] = "high"
+                payload["verdict_seen_at"] = _utcnow()
+            elif event_type == "drop":
+                payload["verdict"] = "drop"
+                payload["verdict_reason"] = event.get("reason") or "kfree_skb"
+                payload["verdict_confidence"] = "high"
+                payload["verdict_seen_at"] = _utcnow()
+                payload["direction"] = "dropped"
+            elif event_type == "reject":
+                payload["verdict"] = "reject"
+                payload["verdict_reason"] = event.get("reason") or "netfilter-reject"
+                payload["verdict_confidence"] = event.get("verdict_confidence") or "medium"
+                payload["verdict_seen_at"] = _utcnow()
+                payload["direction"] = "rejected"
+
+            entry["last_observed_at"] = now_ts
+            entry["dirty"] = True
+            self._maybe_mark_complete(entry)
+        return packet_uid
+
+    def _new_entry(self, packet_uid: str, now_ts: float) -> Dict[str, Any]:
+        return {
+            "packet_uid": packet_uid,
+            "payload": {
+                "packet_uid": packet_uid,
+                "observed_ifaces": [],
+                "verdict": "pending",
+                "verdict_reason": None,
+                "verdict_confidence": None,
+                "telemetry_metadata": None,
+            },
+            "persisted": False,
+            "dirty": True,
+            "finalized": False,
+            "created_at": now_ts,
+            "last_observed_at": now_ts,
+            "last_persisted_at": 0.0,
+        }
+
+    def _merge_packet_info(self, entry: Dict[str, Any], pkt_info: Dict[str, Any], now_ts: float) -> None:
+        payload = entry["payload"]
+        changed = False
+        for key, value in pkt_info.items():
+            if key == "observed_ifaces":
+                continue
+            if value is None:
+                continue
+            if key == "raw" and payload.get("raw") is not None:
+                continue
+            if payload.get(key) == value:
+                continue
+            payload[key] = value
+            changed = True
+
+        iface = pkt_info.get("iface")
+        if iface:
+            observed_ifaces = payload.setdefault("observed_ifaces", [])
+            if iface not in observed_ifaces:
+                observed_ifaces.append(iface)
+                changed = True
+            if not payload.get("ingress_if"):
+                payload["ingress_if"] = iface
+                payload["iface"] = iface
+                payload["ingress_seen_at"] = _utcnow()
+                changed = True
+
+        payload["last_observed_at"] = now_ts
+        entry["last_observed_at"] = now_ts
+        entry["dirty"] = entry["dirty"] or changed
+
+    def _maybe_promote_reject_from_reply(self, pkt_info: Dict[str, Any], now_ts: float) -> None:
+        reject_reason = None
+
+        tcp_flags = pkt_info.get("tcp_flags")
+        if pkt_info.get("protocol_raw") == 6 and tcp_flags is not None and int(tcp_flags) & 0x04:
+            reject_reason = "tcp-rst-observed"
+            match = self._find_recent_drop(
+                src_ip=pkt_info.get("dst_ip"),
+                dst_ip=pkt_info.get("src_ip"),
+                protocol_raw=6,
+                src_port=pkt_info.get("dst_port"),
+                dst_port=pkt_info.get("src_port"),
+            )
+        elif pkt_info.get("protocol_raw") == 1 and pkt_info.get("icmp_type") == 3:
+            reject_reason = "icmp-unreachable-observed"
+            match = self._find_recent_drop(
+                src_ip=pkt_info.get("icmp_embedded_src_ip"),
+                dst_ip=pkt_info.get("icmp_embedded_dst_ip"),
+                protocol_raw=pkt_info.get("icmp_embedded_protocol"),
+                src_port=pkt_info.get("icmp_embedded_src_port"),
+                dst_port=pkt_info.get("icmp_embedded_dst_port"),
+            )
+        else:
+            return
+
+        if match is None:
+            return
+
+        payload = match["payload"]
+        if payload.get("verdict") != "drop":
+            return
+
+        payload["verdict"] = "reject"
+        payload["verdict_reason"] = reject_reason
+        payload["verdict_confidence"] = "medium"
+        payload["verdict_seen_at"] = _utcnow()
+        payload["direction"] = "rejected"
+        match["last_observed_at"] = now_ts
+        match["dirty"] = True
+        match["finalized"] = True
+
+    def _find_recent_drop(
+        self,
+        src_ip: Any,
+        dst_ip: Any,
+        protocol_raw: Any,
+        src_port: Any,
+        dst_port: Any,
+    ) -> Optional[Dict[str, Any]]:
+        if not src_ip or not dst_ip or protocol_raw is None:
+            return None
+
+        cutoff = time.time() - 1.0
+        for entry in self._entries.values():
+            payload = entry["payload"]
+            if entry["last_observed_at"] < cutoff:
+                continue
+            if payload.get("verdict") != "drop":
+                continue
+            if payload.get("src_ip") != src_ip or payload.get("dst_ip") != dst_ip:
+                continue
+            if payload.get("protocol_raw") != protocol_raw:
+                continue
+            if payload.get("src_port") != src_port or payload.get("dst_port") != dst_port:
+                continue
+            return entry
+        return None
+
+    def _maybe_mark_complete(self, entry: Dict[str, Any]) -> None:
+        payload = entry["payload"]
+        if payload.get("verdict") in {"accept", "drop", "reject"}:
+            entry["finalized"] = True
+
+    def _run(self) -> None:
+        while not self._stop_event.is_set():
+            time.sleep(0.05)
+            due_entries: List[Dict[str, Any]] = []
+            expired_uids: List[str] = []
+            now_ts = time.time()
+
+            with self._lock:
+                for packet_uid, entry in list(self._entries.items()):
+                    age = now_ts - entry["last_observed_at"]
+                    if not entry["finalized"] and age >= self._finalize_delay_seconds:
+                        entry["finalized"] = True
+                        if entry["payload"].get("verdict") == "pending":
+                            entry["payload"]["verdict"] = "unknown"
+                            entry["payload"]["verdict_reason"] = "timeout"
+                            entry["payload"]["verdict_confidence"] = "low"
+                            entry["payload"]["verdict_seen_at"] = _utcnow()
+                            entry["payload"]["direction"] = "observed"
+                            entry["dirty"] = True
+
+                    should_flush = entry["dirty"] and (
+                        not entry["persisted"]
+                        or entry["finalized"]
+                        or (now_ts - entry["last_persisted_at"]) >= self._min_flush_interval_seconds
+                    )
+                    if should_flush:
+                        due_entries.append(
+                            {
+                                "packet_uid": entry["packet_uid"],
+                                "payload": dict(entry["payload"]),
+                            }
+                        )
+                    elif entry["persisted"] and age >= self._retention_seconds:
+                        expired_uids.append(packet_uid)
+
+                for packet_uid in expired_uids:
+                    self._entries.pop(packet_uid, None)
+
+            for entry in due_entries:
+                self._persist(entry)
+
+    def _persist(self, entry: Dict[str, Any]) -> None:
+        payload = dict(entry["payload"])
+        if payload.get("observed_ifaces") == []:
+            payload["observed_ifaces"] = None
+
+        web_loop = getattr(shared_objects, "web_loop", None)
+        web_db = getattr(shared_objects, "db", None)
+        if web_loop is None or web_db is None:
+            return
+
+        try:
+            fut = asyncio.run_coroutine_threadsafe(web_db.upsert_packet(payload), web_loop)
+            fut.result(timeout=2.0)
+            with self._lock:
+                current = self._entries.get(entry["packet_uid"])
+                if current is not None:
+                    current["persisted"] = True
+                    current["dirty"] = False
+                    current["last_persisted_at"] = time.time()
+        except Exception:
+            logger.exception("Failed to persist packet %s", entry["packet_uid"])
+
+
+packet_tracker = PacketTracker()

frontend/src/components/PacketViewer.tsx

@@ -84,8 +84,12 @@ function colorForName(name: string) {
   return result;
 }
 
-/** Parse iface field into an array of strings */
+function packetKey(packet: PacketRow) {
-function parseIfaces(ifaceField?: string | string[]) {
+  return String(packet.packet_uid ?? packet.id ?? `${packet.iface ?? 'if'}:${packet.timestamp ?? ''}`);
+}
+
+function parseIfaces(ifaceField?: string | string[] | null, observedIfaces?: string[] | null) {
+  if (Array.isArray(observedIfaces) && observedIfaces.length > 0) return observedIfaces;
   if (!ifaceField) return [];
   if (Array.isArray(ifaceField)) return ifaceField;
   return String(ifaceField)
@@ -131,14 +135,32 @@ export default function PacketViewer(): ReactElement {
   const [selectedPacket, setSelectedPacket] = useState<PacketRow | null>(null);
   const queuedDuringPause = useRef<PacketRow[]>([]);
 
-  // helper: prepend new packets (newest first). Keep list capped.
   const pushNew = useCallback((newPkts: PacketRow[] | PacketRow) => {
     setPackets((prev) => {
       const arr = Array.isArray(newPkts) ? newPkts : [newPkts];
-      const normalized = arr.map((p) => p);
+      const next = [...prev];
-      const merged = [...normalized, ...prev];
+
-      if (merged.length > MAX_PACKETS) return merged.slice(0, MAX_PACKETS);
+      for (const packet of arr) {
-      return merged;
+        const key = packetKey(packet);
+        const index = next.findIndex((item) => packetKey(item) === key);
+        if (index >= 0) {
+          next[index] = { ...next[index], ...packet };
+        } else {
+          next.unshift(packet);
+        }
+      }
+
+      next.sort((left, right) => {
+        const leftId = Number(left.id ?? 0);
+        const rightId = Number(right.id ?? 0);
+        if (!Number.isNaN(leftId) && !Number.isNaN(rightId) && leftId !== rightId) {
+          return rightId - leftId;
+        }
+        return String(right.timestamp ?? '').localeCompare(String(left.timestamp ?? ''));
+      });
+
+      if (next.length > MAX_PACKETS) return next.slice(0, MAX_PACKETS);
+      return next;
     });
   }, []);
 
@@ -284,7 +306,7 @@ export default function PacketViewer(): ReactElement {
         key: 'iface',
         width: 100,
         render: (_: any, rec: PacketRow) => {
-          const ifaces = parseIfaces(rec.iface);
+          const ifaces = parseIfaces(rec.iface, rec.observed_ifaces);
           if (ifaces.length === 0) return <Text type="secondary">-</Text>;
           return (
             <Space wrap size={[6, 6]}>
@@ -301,10 +323,38 @@ export default function PacketViewer(): ReactElement {
           );
         },
       },
+      {
+        title: 'Path',
+        key: 'path',
+        width: 150,
+        render: (_: any, rec: PacketRow) => (
+          <Space direction="vertical" size={0}>
+            <Text>{rec.ingress_if ?? '-'}</Text>
+            <Text type="secondary">{rec.egress_if ?? '-'}</Text>
+          </Space>
+        ),
+      },
+      {
+        title: 'Verdict',
+        key: 'verdict',
+        width: 120,
+        render: (_: any, rec: PacketRow) => {
+          const verdict = rec.verdict ?? '-';
+          const confidence = rec.verdict_confidence ? ` (${rec.verdict_confidence})` : '';
+          return (
+            <Space direction="vertical" size={0}>
+              <Text>{verdict}</Text>
+              <Text type="secondary" style={{ fontSize: 12 }}>
+                {(rec.verdict_reason ?? '') + confidence}
+              </Text>
+            </Space>
+          );
+        },
+      },
       {
         title: 'MAC (src → dst)',
         key: 'macs',
-        width: 100,
+        width: 180,
         render: (_: any, rec: PacketRow) => (
           <div>
             <div>
@@ -445,7 +495,14 @@ export default function PacketViewer(): ReactElement {
             <Switch checked={!paused} onChange={(checked) => handlePauseToggle(!checked ? true : false)} />
 
             <Button icon={<SyncOutlined />} onClick={handleRefresh} loading={statusLoading} />
-            <Button onClick={() => clearPackets()} danger icon={<DeleteOutlined />} />
+            <Button
+              onClick={async () => {
+                await clearPackets();
+                setPackets([]);
+              }}
+              danger
+              icon={<DeleteOutlined />}
+            />
           </Space>
         </Col>
       </Row>
@@ -461,9 +518,7 @@ export default function PacketViewer(): ReactElement {
           </div>
         ) : (
           <Table
-            rowKey={(rec: PacketRow) =>
+            rowKey={(rec: PacketRow) => packetKey(rec)}
-              String(rec.id ?? `${rec.iface ?? 'if'}:${rec.timestamp ?? ''}:${Math.random()}`)
-            }
             dataSource={packets}
             columns={columns as any}
             pagination={{ pageSize: 25 }}

frontend/src/types/packets.ts

@@ -1,7 +1,11 @@
 export interface PacketRow {
   id?: number | string;
   timestamp?: string;
+  packet_uid?: string;
   iface?: string | string[];
+  ingress_if?: string | null;
+  egress_if?: string | null;
+  observed_ifaces?: string[] | null;
   src_mac?: string | null;
   dst_mac?: string | null;
   eth_type?: string | number | null;
@@ -21,6 +25,14 @@ export interface PacketRow {
   app_is_encrypted?: boolean | null;
   app_risk_score?: number | null;
   dpi_metadata?: Record<string, unknown> | null;
+  telemetry_metadata?: Record<string, unknown> | null;
+  direction?: string | null;
+  verdict?: string | null;
+  verdict_reason?: string | null;
+  verdict_confidence?: string | null;
+  ingress_seen_at?: string | null;
+  egress_seen_at?: string | null;
+  verdict_seen_at?: string | null;
   [key: string]: unknown;
 }
 

setup_build_server.sh

@@ -25,8 +25,9 @@ PYTHON_VERSION="3"    # aktuelle Python 3 Version
 echo "==> Update & Upgrade"
 apt update && apt upgrade -y
 apt install -y git curl build-essential nginx python3 python3-pip python3-venv unzip wget python3-dev \
-    libnetfilter-queue-dev libnfnetlink-dev libpcap-dev autoconf automake libtool pkg-config libjson-c-dev \
+    libpcap-dev autoconf automake libtool pkg-config libjson-c-dev gettext flex bison libnuma-dev \
-    gettext flex bison libnuma-dev libpcre2-dev libmaxminddb-dev librrd-dev
+    libpcre2-dev libmaxminddb-dev librrd-dev python3-bpfcc bpfcc-tools linux-headers-generic
+apt install -y linux-headers-$(uname -r) || apt install -y linux-headers-generic
 
 # -----------------------------
 # Node.js installieren (LTS)
@@ -64,81 +65,6 @@ python3 -m venv venv
 source venv/bin/activate
 pip install --upgrade pip
 
-# -----------------------------
-# nDPI installieren (system lib + python bindings)
-# -----------------------------
-NDPIDIR="/tmp/nDPI"
-
-patch_ndpi_pack_on_if_needed() {
-    local py_dir="$1"
-    if [ -f "$py_dir/pyproject.toml" ] && grep -q "PACK_ON" "$py_dir/pyproject.toml"; then
-        sed -i 's/PACK_ON/"0.0.0"/g' "$py_dir/pyproject.toml"
-        echo "==> Applied PACK_ON workaround in pyproject.toml"
-    fi
-    if [ -f "$py_dir/setup.cfg" ] && grep -q "PACK_ON" "$py_dir/setup.cfg"; then
-        sed -i 's/PACK_ON/0.0.0/g' "$py_dir/setup.cfg"
-        echo "==> Applied PACK_ON workaround in setup.cfg"
-    fi
-    if [ -f "$py_dir/setup.py" ] && grep -q "PACK_ON" "$py_dir/setup.py"; then
-        sed -i "s/PACK_ON/'0.0.0'/g" "$py_dir/setup.py"
-        echo "==> Applied PACK_ON workaround in setup.py"
-    fi
-}
-
-if ! ldconfig -p | grep -q "libndpi"; then
-    echo "==> Build and install nDPI library"
-    rm -rf "$NDPIDIR"
-    git clone --depth 1 --branch dev https://github.com/ntop/nDPI.git "$NDPIDIR"
-    cd "$NDPIDIR"
-    ./autogen.sh
-    ./configure
-    make -j"$(nproc)"
-    make install
-    ldconfig
-else
-    echo "==> nDPI library already installed"
-    # Keep python bindings source in sync with official instructions.
-    if [ ! -d "$NDPIDIR/python" ]; then
-        rm -rf "$NDPIDIR"
-        git clone --depth 1 --branch dev https://github.com/ntop/nDPI.git "$NDPIDIR"
-    fi
-fi
-
-if [ -d "$NDPIDIR/python" ]; then
-    echo "==> Install nDPI Python bindings"
-    cd "$NDPIDIR/python"
-    python3 -m pip install --upgrade pip
-    if ! python3 -m pip install -r dev_requirements.txt; then
-        echo "==> WARNING: failed to install nDPI python dev_requirements"
-    fi
-    if ! python3 -m pip install .; then
-        echo "==> Initial nDPI pip install failed; retrying with PACK_ON workaround"
-        patch_ndpi_pack_on_if_needed "$NDPIDIR/python"
-        if ! python3 -m pip install .; then
-            echo "==> WARNING: nDPI Python bindings install failed, backend will run without DPI enrichment"
-        fi
-    fi
-    if python - <<'PY'
-import importlib
-mods = []
-for name in ("ndpi", "pyndpi", "nDPI"):
-    try:
-        m = importlib.import_module(name)
-        mods.append((name, getattr(m, "__file__", "unknown")))
-    except Exception:
-        pass
-if not mods:
-    raise SystemExit(1)
-print("nDPI Python modules:", mods)
-PY
-    then
-        echo "==> nDPI Python import check passed"
-    else
-        echo "==> WARNING: nDPI installed but import failed in backend venv"
-    fi
-    cd "$BACKEND_DIR"
-fi
-
 cd "$BACKEND_DIR"
 pip install -r requirements.txt
 deactivate
@@ -266,19 +192,6 @@ FRONTEND_DIR="$APP_DIR/frontend"
 BACKEND_DIR="$APP_DIR/backend"
 BACKEND_SERVICE="mitm-backend"
 
-patch_ndpi_pack_on_if_needed() {
-    local py_dir="$1"
-    if [ -f "$py_dir/pyproject.toml" ] && grep -q "PACK_ON" "$py_dir/pyproject.toml"; then
-        sed -i 's/PACK_ON/"0.0.0"/g' "$py_dir/pyproject.toml"
-    fi
-    if [ -f "$py_dir/setup.cfg" ] && grep -q "PACK_ON" "$py_dir/setup.cfg"; then
-        sed -i 's/PACK_ON/0.0.0/g' "$py_dir/setup.cfg"
-    fi
-    if [ -f "$py_dir/setup.py" ] && grep -q "PACK_ON" "$py_dir/setup.py"; then
-        sed -i "s/PACK_ON/'0.0.0'/g" "$py_dir/setup.py"
-    fi
-}
-
 cd $APP_DIR
 git reset --hard
 git pull
@@ -291,35 +204,6 @@ npm run build
 # Backend Dependencies
 cd $BACKEND_DIR
 source venv/bin/activate
-NDPIDIR="/tmp/nDPI"
-if [ ! -d "$NDPIDIR/python" ]; then
-    rm -rf "$NDPIDIR"
-    git clone --depth 1 https://github.com/ntop/nDPI.git "$NDPIDIR"
-fi
-if [ -d "/tmp/nDPI/python" ]; then
-    cd "$NDPIDIR/python"
-    python3 -m pip install --upgrade pip
-    python3 -m pip install -r dev_requirements.txt || true
-    if ! python3 -m pip install .; then
-        echo "WARNING: Initial nDPI install failed during runner build; retry with PACK_ON workaround"
-        patch_ndpi_pack_on_if_needed "$NDPIDIR/python"
-        if ! python3 -m pip install .; then
-            echo "WARNING: nDPI Python bindings install failed during runner build"
-        fi
-    fi
-    python - <<'PY' || echo "WARNING: nDPI import check failed during runner build"
-import importlib
-for name in ("ndpi", "pyndpi", "nDPI"):
-    try:
-        m = importlib.import_module(name)
-        print("nDPI import OK:", name, getattr(m, "__file__", "unknown"))
-        raise SystemExit(0)
-    except Exception:
-        pass
-raise SystemExit(1)
-PY
-    cd $BACKEND_DIR
-fi
 pip install -r requirements.txt
 deactivate
 

setup_database.sh

@@ -31,29 +31,33 @@ echo "[4] Restarting PostgreSQL…"
 sudo systemctl restart postgresql
 
 echo "[5] Creating database + user (idempotent)…"
-sudo -u postgres psql <<EOF
+if ! sudo -u postgres psql -tAc "SELECT 1 FROM pg_roles WHERE rolname = '$DB_USER'" | grep -q 1; then
-DO \$\$
+    sudo -u postgres psql -c "CREATE USER $DB_USER WITH PASSWORD '$DB_PASS';"
-BEGIN
+fi
-    IF NOT EXISTS (SELECT FROM pg_roles WHERE rolname = '$DB_USER') THEN
-        CREATE USER $DB_USER WITH PASSWORD '$DB_PASS';
-    END IF;
 
-    IF NOT EXISTS (SELECT FROM pg_database WHERE datname = '$DB_NAME') THEN
+if ! sudo -u postgres psql -tAc "SELECT 1 FROM pg_database WHERE datname = '$DB_NAME'" | grep -q 1; then
-        CREATE DATABASE $DB_NAME OWNER $DB_USER;
+    sudo -u postgres psql -c "CREATE DATABASE $DB_NAME OWNER $DB_USER;"
-    END IF;
+fi
-END
-\$\$;
-EOF
 
 echo "[6] Creating packets table (idempotent)…"
 sudo -u postgres psql -d "$DB_NAME" <<EOF
 CREATE TABLE IF NOT EXISTS packets (
     id BIGSERIAL PRIMARY KEY,
     timestamp TIMESTAMPTZ DEFAULT NOW(),
+    packet_uid TEXT UNIQUE,
 
     -- Interface metadata
     iface VARCHAR(64),
+    ingress_if VARCHAR(64),
+    egress_if VARCHAR(64),
+    observed_ifaces TEXT[],
     direction VARCHAR(64),
+    verdict VARCHAR(32),
+    verdict_reason VARCHAR(128),
+    verdict_confidence VARCHAR(32),
+    ingress_seen_at TIMESTAMPTZ,
+    egress_seen_at TIMESTAMPTZ,
+    verdict_seen_at TIMESTAMPTZ,
 
     -- Ethernet
     src_mac MACADDR,
@@ -84,11 +88,13 @@ CREATE TABLE IF NOT EXISTS packets (
     app_is_encrypted BOOLEAN,
     app_risk_score INTEGER,
     dpi_metadata JSONB,
+    telemetry_metadata JSONB,
 
     -- Full packet dump
     raw BYTEA
 );
 
+ALTER TABLE packets ADD COLUMN IF NOT EXISTS packet_uid TEXT;
 ALTER TABLE packets ADD COLUMN IF NOT EXISTS app_protocol VARCHAR(128);
 ALTER TABLE packets ADD COLUMN IF NOT EXISTS app_master_protocol VARCHAR(128);
 ALTER TABLE packets ADD COLUMN IF NOT EXISTS app_category VARCHAR(128);
@@ -97,6 +103,17 @@ ALTER TABLE packets ADD COLUMN IF NOT EXISTS app_hostname VARCHAR(255);
 ALTER TABLE packets ADD COLUMN IF NOT EXISTS app_is_encrypted BOOLEAN;
 ALTER TABLE packets ADD COLUMN IF NOT EXISTS app_risk_score INTEGER;
 ALTER TABLE packets ADD COLUMN IF NOT EXISTS dpi_metadata JSONB;
+ALTER TABLE packets ADD COLUMN IF NOT EXISTS ingress_if VARCHAR(64);
+ALTER TABLE packets ADD COLUMN IF NOT EXISTS egress_if VARCHAR(64);
+ALTER TABLE packets ADD COLUMN IF NOT EXISTS observed_ifaces TEXT[];
+ALTER TABLE packets ADD COLUMN IF NOT EXISTS verdict VARCHAR(32);
+ALTER TABLE packets ADD COLUMN IF NOT EXISTS verdict_reason VARCHAR(128);
+ALTER TABLE packets ADD COLUMN IF NOT EXISTS verdict_confidence VARCHAR(32);
+ALTER TABLE packets ADD COLUMN IF NOT EXISTS ingress_seen_at TIMESTAMPTZ;
+ALTER TABLE packets ADD COLUMN IF NOT EXISTS egress_seen_at TIMESTAMPTZ;
+ALTER TABLE packets ADD COLUMN IF NOT EXISTS verdict_seen_at TIMESTAMPTZ;
+ALTER TABLE packets ADD COLUMN IF NOT EXISTS telemetry_metadata JSONB;
+CREATE UNIQUE INDEX IF NOT EXISTS idx_packets_packet_uid ON packets(packet_uid);
 EOF
 
 
@@ -121,6 +138,7 @@ CREATE INDEX IF NOT EXISTS idx_packets_timestamp ON packets(timestamp DESC);
 CREATE INDEX IF NOT EXISTS idx_packets_src_ip ON packets(src_ip);
 CREATE INDEX IF NOT EXISTS idx_packets_app_protocol ON packets(app_protocol);
 CREATE INDEX IF NOT EXISTS idx_packets_app_hostname ON packets(app_hostname);
+CREATE INDEX IF NOT EXISTS idx_packets_verdict ON packets(verdict);
 EOF
 
 echo "Done. PostgreSQL is ready for LAN + localhost connections."