Commit Graph

4 Commits

Author SHA1 Message Date
c8f05df4d9 feat: overhaul behavioral profiler — multi-tool detection, improved classification, TTL OS fallback 2026-04-15 15:47:02 -04:00
63efe6c7ba fix: persist ingester position and profiler cursor across restarts
- Ingester now loads byte-offset from DB on startup (key: ingest_worker_position)
  and saves it after each batch — prevents full re-read on every API restart
- On file truncation/rotation the saved offset is reset to 0
- Profiler worker now loads last_log_id from DB on startup — every restart
  becomes an incremental update instead of a full cold rebuild
- Updated all affected tests to mock get_state/set_state; added new tests
  covering position restore, set_state call, truncation reset, and cursor
  restore/cold-start paths
2026-04-15 13:58:12 -04:00
314e6c6388 fix: remove event-loop-blocking cold start; unify profiler to cursor-based incremental
Cold start fetched all logs in one bulk query then processed them in a tight
synchronous loop with no yields, blocking the asyncio event loop for seconds
on datasets of 30K+ rows. This stalled every concurrent await — including the
SSE stream generator's initial DB calls — causing the dashboard to show
INITIALIZING SENSORS indefinitely.

Changes:
- Drop _cold_start() and get_all_logs_raw(); uninitialized state now runs the
  same cursor loop as incremental, starting from last_log_id=0
- Yield to the event loop after every _BATCH_SIZE rows (asyncio.sleep(0))
- Add SSE keepalive comment as first yield so the connection flushes before
  any DB work begins
- Add Cache-Control/X-Accel-Buffering headers to StreamingResponse
2026-04-15 13:46:42 -04:00
ddfb232590 feat: add behavioral profiler for attacker pattern analysis
- decnet/profiler/: analyze attacker behavior timings, command sequences, service probing patterns
- Enables detection of coordinated attacks vs random scanning
- Feeds into attacker scoring and risk assessment
2026-04-15 12:51:19 -04:00