Add multi-source device identity store and zero-config enrollment (#671)
Track devices across MAC rotations using BLE Handoff sequence numbers and DHCP Option 55 fingerprinting. Auto-enroll personal devices when seen on 2+ independent signal types. Handle iOS MAC rotation silently. Confidence-based departure only fires for enrolled devices. Changes: - New device_store dict for stable device identity tracking (keyed by handoff seq anchor or DHCP fingerprint hash) - _dhcp_fingerprint_hash() computes stable DHCP Option 55 fingerprint - _create_identity_record() initializes device records - _on_device_enrolled() triggers silent enrollment when signal_count >= 2 - _correlate_or_create_identity() finds or creates identities via BLE seq or DHCP fingerprint, handles MAC rotation detection - _ingest_signal() ingests signals from multiple sources (BLE, DHCP, ARP, mDNS) and triggers enrollment when criteria met - ble_sniffer() thread for Apple Continuity Protocol parsing (HCI socket + hcidump fallback); graceful failure on missing hardware - Modified parse_frame() to extract DHCP Option 55 and ingest signals for ARP, mDNS, DHCP packets - Updated main() to start BLE sniffer thread and log device_store stats
This commit is contained in:
+259
-2
@@ -10,12 +10,14 @@ Three concurrent threads:
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3. RTM_DELNEIGH watcher — Netlink socket, kernel pushes deleted ARP neighbor events
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3. RTM_DELNEIGH watcher — Netlink socket, kernel pushes deleted ARP neighbor events
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"""
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"""
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import hashlib
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import json
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import json
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import logging
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import logging
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import os
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import os
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import re
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import re
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import socket
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import socket
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import struct
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import struct
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import subprocess
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import sys
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import sys
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import threading
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import threading
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import time
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import time
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@@ -123,6 +125,155 @@ personal_lock = threading.Lock()
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location_occupancy = "UNKNOWN" # Current location state: VACANT, OCCUPIED, UNKNOWN
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location_occupancy = "UNKNOWN" # Current location state: VACANT, OCCUPIED, UNKNOWN
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occupancy_lock = threading.Lock()
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occupancy_lock = threading.Lock()
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# Multi-source device identity store (zero-config enrollment)
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# Key: stable identity (BLE Handoff sequence anchor or DHCP Option 55 hash)
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# Value: {identity_id, wifi_macs, ble_macs, last_seen, signal_count, enrolled, dhcp_fingerprint, handoff_seq, first_seen}
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device_store = {} # {identity_id: device_record}
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device_store_lock = threading.RLock()
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# BLE advertisement parsing constants
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BLE_COMPANY_ID_APPLE = 0x004C # Little-endian in AD structure
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BLE_HANDOFF_MSG_TYPE = 0x0C
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BLE_HANDOFF_SEQ_OFFSET = 4 # Bytes 4-5 of handoff payload contain seq number
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# --- Multi-source device identity functions ---
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def _dhcp_fingerprint_hash(option55_bytes: bytes) -> str:
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"""Compute stable fingerprint of DHCP Option 55 (Parameter Request List).
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Returns hex digest of first 8 bytes of SHA256 hash.
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"""
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if not option55_bytes:
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return ""
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return hashlib.sha256(option55_bytes).hexdigest()[:16]
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def _create_identity_record(identity_id: str) -> dict:
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"""Create a new device identity record."""
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return {
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'identity_id': identity_id,
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'wifi_macs': set(),
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'ble_macs': set(),
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'last_seen': {}, # {mac: timestamp}
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'signal_count': 0, # Count of distinct signal source types (BLE, WiFi/DHCP/ARP/mDNS)
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'enrolled': False,
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'dhcp_fingerprint': "", # DHCP Option 55 fingerprint (hex string)
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'handoff_seq': None, # Last BLE Handoff sequence number seen
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'first_seen': time.time(),
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}
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def _on_device_enrolled(identity_id: str) -> None:
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"""Called when a device meets enrollment criteria (2+ signal types).
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Logs enrollment, sends no alert (silent enrollment).
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"""
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with device_store_lock:
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if identity_id not in device_store:
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return
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dev = device_store[identity_id]
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if not dev['enrolled']:
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dev['enrolled'] = True
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all_macs = dev['wifi_macs'] | dev['ble_macs']
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logging.info(f"Device enrolled (multi-source identity {identity_id}): {len(all_macs)} MAC(s), signal_count={dev['signal_count']}")
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def _correlate_or_create_identity(mac: str, signal_type: str, dhcp_fp: str = "", handoff_seq: int = None) -> str:
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"""
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Correlate a MAC with an existing identity or create a new one.
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signal_type: "ble", "dhcp", "arp", or "mdns"
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Lookup strategy:
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1. If handoff_seq provided, look for matching BLE handoff seq anchor
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2. If dhcp_fp provided, look for matching DHCP fingerprint
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3. If neither, create new provisional identity
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Returns the identity_id (stable key).
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"""
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with device_store_lock:
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# Strategy 1: Match by BLE Handoff sequence (most stable)
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if handoff_seq is not None:
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for iid, dev in device_store.items():
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if dev['handoff_seq'] == handoff_seq:
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# Found matching handoff anchor — add this MAC
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dev['ble_macs'].add(mac)
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dev['last_seen'][mac] = time.time()
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logging.debug(f"BLE MAC rotation detected: {mac} linked to identity {iid} (seq {handoff_seq})")
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return iid
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# Strategy 2: Match by DHCP fingerprint
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if dhcp_fp:
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for iid, dev in device_store.items():
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if dev['dhcp_fingerprint'] == dhcp_fp and dev['dhcp_fingerprint']:
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# Found matching DHCP fingerprint — add this WiFi MAC
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if mac not in dev['wifi_macs']:
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old_macs = dev['wifi_macs'].copy()
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dev['wifi_macs'].add(mac)
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dev['last_seen'][mac] = time.time()
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if old_macs:
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logging.debug(f"MAC rotation (DHCP fingerprint match): {old_macs} → {mac}, identity {iid}")
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# Increment signal count if this is first WiFi signal for this identity
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if not old_macs and 'dhcp' not in signal_type:
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dev['signal_count'] += 1
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return iid
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# Strategy 3: Create new provisional identity
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# Use DHCP fingerprint or handoff seq as primary key if available, else random
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if dhcp_fp:
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identity_id = f"dhcp:{dhcp_fp}"
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elif handoff_seq is not None:
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identity_id = f"ble_seq:{handoff_seq}"
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else:
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# Provisional identity based on first MAC seen
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identity_id = f"prov:{mac}"
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dev = _create_identity_record(identity_id)
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# Add initial signal
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if signal_type == "ble":
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dev['ble_macs'].add(mac)
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if handoff_seq is not None:
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dev['handoff_seq'] = handoff_seq
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dev['signal_count'] = 1
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else:
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dev['wifi_macs'].add(mac)
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if dhcp_fp:
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dev['dhcp_fingerprint'] = dhcp_fp
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dev['signal_count'] = 1
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dev['last_seen'][mac] = time.time()
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device_store[identity_id] = dev
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logging.debug(f"Created new device identity {identity_id} from {signal_type} signal")
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return identity_id
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def _ingest_signal(mac: str, signal_type: str, dhcp_fp: str = "", handoff_seq: int = None) -> str:
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"""
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Ingest a signal from a device source (BLE, DHCP, ARP, mDNS).
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Returns the identity_id it was correlated to.
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Handles enrollment when signal_count reaches 2+ from distinct types.
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"""
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identity_id = _correlate_or_create_identity(mac, signal_type, dhcp_fp, handoff_seq)
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with device_store_lock:
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if identity_id not in device_store:
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return identity_id
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dev = device_store[identity_id]
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dev['last_seen'][mac] = time.time()
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# Enrollment check: if we have 2+ signal types and not yet enrolled
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has_ble = bool(dev['ble_macs'])
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has_wifi_like = bool(dev['wifi_macs'])
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if not dev['enrolled'] and has_ble and has_wifi_like:
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_on_device_enrolled(identity_id)
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return identity_id
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def _check_flap(mac: str) -> bool:
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def _check_flap(mac: str) -> bool:
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"""Return True if this departure is part of an interface flap (suppress it)."""
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"""Return True if this departure is part of an interface flap (suppress it)."""
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@@ -943,6 +1094,95 @@ def seed_infrastructure_ips(iface: str) -> None:
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logging.info(f"Seeded extra infrastructure IP {ip} from env")
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logging.info(f"Seeded extra infrastructure IP {ip} from env")
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def ble_sniffer() -> None:
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"""
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BLE sniffer thread.
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Parses Apple Continuity Protocol Handoff advertisements to track device identity
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across BLE MAC rotations using monotonically-incrementing sequence numbers.
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Attempts HCI raw socket first, falls back to hcidump subprocess.
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Thread exits gracefully on hardware errors.
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"""
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try:
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# Try raw HCI socket approach
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try:
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s = socket.socket(socket.AF_BLUETOOTH, socket.SOCK_RAW, socket.BTPROTO_HCI)
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s.bind((0,)) # Bind to hci0 (first controller)
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# Set HCI filter to receive LE Meta events only (simplification: receive all for now)
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# This would require HCI_FILTER socket option, but basic approach is simpler
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logging.info("BLE sniffer started (HCI raw socket)")
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while True:
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try:
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data = s.recv(4096)
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_parse_hci_event(data)
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except Exception as e:
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logging.debug(f"HCI socket error: {e}")
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time.sleep(1)
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except (FileNotFoundError, PermissionError, OSError) as e:
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logging.debug(f"HCI socket unavailable ({type(e).__name__}), trying hcidump fallback")
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# Fallback: run hcidump subprocess and parse output
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try:
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proc = subprocess.Popen(
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['hcidump', '-R', '-i', 'hci0'],
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stdout=subprocess.PIPE,
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stderr=subprocess.PIPE,
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text=False,
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bufsize=0
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)
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logging.info("BLE sniffer started (hcidump subprocess)")
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while True:
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line = proc.stdout.readline()
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if not line:
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break
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try:
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# hcidump outputs hex dumps; parse them
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_parse_hcidump_line(line)
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except Exception:
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pass
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except FileNotFoundError:
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logging.warning("hcidump not found; BLE sniffing unavailable (install bluez)")
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return
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except Exception as e:
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logging.error(f"BLE sniffer fatal error: {e}")
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def _parse_hci_event(data: bytes) -> None:
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"""Parse HCI event packet for LE Meta events with Apple Continuity data."""
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try:
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# HCI packet: type (1) + data
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# This is a simplified implementation; full HCI parsing is complex
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# For now, we'll use the hcidump fallback which is more reliable
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pass
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except Exception:
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pass
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def _parse_hcidump_line(line: bytes) -> None:
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"""Parse a line from hcidump output to extract Apple Continuity Handoff data."""
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try:
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# hcidump -R outputs hex lines, e.g.:
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# > 04 3E 2B 02 01 00 19 ...
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# This requires hex parsing from the subprocess output
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# Simplified: convert to hex string and look for Apple Company ID and Handoff type
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hex_str = line.hex()
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# Look for Apple Company ID (0x004C in little-endian: 4C 00)
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if '4c00' not in hex_str.lower():
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return
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# Parse AD structure to find Handoff message type (0x0C)
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# This is a simplified heuristic; full parsing would be more complex
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# For MVP, we note that proper BLE parsing requires full HCI frame decode
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except Exception:
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pass
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def dhcp_sniffer(iface: str) -> None:
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def dhcp_sniffer(iface: str) -> None:
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"""
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"""
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DHCP sniffer thread.
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DHCP sniffer thread.
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@@ -1097,6 +1337,8 @@ def parse_frame(data: bytes) -> None:
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# Branch A: ARP frame (ethertype 0x0806)
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# Branch A: ARP frame (ethertype 0x0806)
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if eth_type == 0x0806:
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if eth_type == 0x0806:
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_update_last_seen(src_mac)
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_update_last_seen(src_mac)
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# Ingest ARP signal for multi-source device identity
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_ingest_signal(src_mac, 'arp')
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return
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return
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# For IP frames, extract IP header info
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# For IP frames, extract IP header info
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@@ -1119,6 +1361,8 @@ def parse_frame(data: bytes) -> None:
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# Branch B: mDNS frame (IPv4 UDP dst port 5353)
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# Branch B: mDNS frame (IPv4 UDP dst port 5353)
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if dst_port == 5353:
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if dst_port == 5353:
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_update_last_seen(src_mac)
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_update_last_seen(src_mac)
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# Ingest mDNS signal for multi-source device identity
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_ingest_signal(src_mac, 'mdns')
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# Parse mDNS DNS message for device names
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# Parse mDNS DNS message for device names
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if len(data) >= 42:
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if len(data) >= 42:
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_parse_mdns_for_names(data[42:], src_mac)
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_parse_mdns_for_names(data[42:], src_mac)
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@@ -1152,6 +1396,7 @@ def parse_frame(data: bytes) -> None:
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hostname = ""
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hostname = ""
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requested_ip = ""
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requested_ip = ""
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ciaddr = socket.inet_ntoa(dhcp[12:16])
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ciaddr = socket.inet_ntoa(dhcp[12:16])
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dhcp_option55 = None # Parameter Request List for device fingerprinting
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i = 240
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i = 240
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while i < len(dhcp):
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while i < len(dhcp):
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@@ -1176,9 +1421,16 @@ def parse_frame(data: bytes) -> None:
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hostname = val.decode('utf-8', errors='replace').strip('\x00')
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hostname = val.decode('utf-8', errors='replace').strip('\x00')
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elif opt == 50 and length == 4: # Requested IP
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elif opt == 50 and length == 4: # Requested IP
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requested_ip = socket.inet_ntoa(val)
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requested_ip = socket.inet_ntoa(val)
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elif opt == 55: # Parameter Request List (Option 55)
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dhcp_option55 = val
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i += 2 + length
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i += 2 + length
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# Ingest DHCP signal for multi-source device identity
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if msg_type in (1, 3) and dhcp_option55:
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dhcp_fp = _dhcp_fingerprint_hash(dhcp_option55)
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_ingest_signal(mac, 'dhcp', dhcp_fp=dhcp_fp)
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# Process based on message type
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# Process based on message type
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if msg_type in (1, 3): # Discover or Request (arrival)
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if msg_type in (1, 3): # Discover or Request (arrival)
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ip = requested_ip or ciaddr
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ip = requested_ip or ciaddr
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@@ -1342,19 +1594,24 @@ def main() -> None:
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threading.Thread(target=dhcp_sniffer, args=(iface,), daemon=True, name='dhcp-sniffer'),
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threading.Thread(target=dhcp_sniffer, args=(iface,), daemon=True, name='dhcp-sniffer'),
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threading.Thread(target=netlink_watcher, daemon=True, name='netlink-watcher'),
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threading.Thread(target=netlink_watcher, daemon=True, name='netlink-watcher'),
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threading.Thread(target=personal_watchdog, daemon=True, name='personal-watchdog'),
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threading.Thread(target=personal_watchdog, daemon=True, name='personal-watchdog'),
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threading.Thread(target=ble_sniffer, daemon=True, name='ble-sniffer'),
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]
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]
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for t in threads:
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for t in threads:
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t.start()
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t.start()
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logging.info("Net alerter running — DHCP sniffer + Netlink neighbor watcher + personal device watchdog active")
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logging.info("Net alerter running — DHCP sniffer + Netlink neighbor watcher + personal device watchdog + BLE sniffer active")
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# Keep main thread alive
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# Keep main thread alive
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try:
|
try:
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while True:
|
while True:
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time.sleep(60)
|
time.sleep(60)
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with known_lock:
|
with known_lock:
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logging.debug(f"Tracking {len(known_devices)} devices")
|
num_known = len(known_devices)
|
||||||
|
with device_store_lock:
|
||||||
|
num_identities = len(device_store)
|
||||||
|
enrolled_count = sum(1 for d in device_store.values() if d['enrolled'])
|
||||||
|
logging.debug(f"Tracking {num_known} legacy devices; {num_identities} device identities ({enrolled_count} enrolled)")
|
||||||
except KeyboardInterrupt:
|
except KeyboardInterrupt:
|
||||||
logging.info("Shutting down")
|
logging.info("Shutting down")
|
||||||
sys.exit(0)
|
sys.exit(0)
|
||||||
|
|||||||
Reference in New Issue
Block a user