Mirrors the IP-ID classifier for TCP ISN values: per-source-IP rolling
deque (maxlen=8) populated from each inbound SYN's tcp.seq, classified
on every emission. A 'random' verdict is the modern norm; 'incremental',
'zero', or 'constant' indicates legacy stacks or hand-rolled raw-socket
tooling — a strong fingerprint signal.
Active prober now also captures server_isn (single sample, not classified
in-flight; downstream consumers correlating multi-probe results can apply
seq_class.classify_sequence themselves).
Profiler rollup carries the latest non-'unknown' label into
attacker.tcp_fingerprint. Dedup key already covers isn_class from
the previous commit, so transitions emit cleanly.
UI surfaces ISN class as a colour-coded tag with a ⚠ glyph for
non-random verdicts, since they're the genuinely interesting case.
Adds a per-source-IP rolling sample buffer (deque, maxlen=8) for IP-ID
values seen on attacker SYNs and a stdlib-only classifier in
decnet/sniffer/seq_class.py. Each new SYN appends ip.id and re-classifies
the buffer; the result is logged on tcp_syn_fingerprint events alongside
sample count.
The dedup key now folds in ipid_class so a transition from 'unknown' to
a definitive verdict emits exactly one fresh event instead of being
suppressed by the old (os|options) key. Profiler rollup carries the
latest non-'unknown' label into attacker.tcp_fingerprint.
UI surfaces it as a colour-coded tag in the TCP STACK panel: random
neutral, incremental amber, zero/constant green (the strong signal).
Active prober now reads ip.tos from the SYN-ACK and emits tos/dscp/ecn
alongside the existing TTL/window/options fields. dscp is folded into the
fingerprint hash so different DSCP markings produce distinct signatures.
Passive sniffer logs the same three fields on tcp_syn_fingerprint events;
profiler rollup carries them into the attacker tcp_fingerprint snapshot;
AttackerDetail's TCP STACK panel now surfaces DSCP and ECN cells.
Parse RFC 4253 §4.2 identification strings from the first attacker→decky
data segment on TCP/22; emit ssh_client_banner syslog events and bus
fan-out. Profiler's sniffer_rollup dedupes observed banners into a new
AttackerBehavior.ssh_client_banners JSON column.
Closes gap #3 from SIGNAL_CAPTURE_AUDIT.md.
SnifferEngine gains an optional publish_fn hook, invoked after the
dedup + syslog write for traffic-summary events only (tls_session,
tcp_flow_timing, tcp_syn_fingerprint) — intermediate parser artifacts
like tls_client_hello stay off the bus.
The sniffer worker wires get_bus() + a thread-safe shim that marshals
sync calls from the scapy sniff thread back onto the asyncio loop via
run_coroutine_threadsafe. Bus failure at startup degrades cleanly to
publish-off mode; publish failures at runtime never escape the sniff
thread.
Extends tracing to every remaining module: all 23 API route handlers,
correlation engine, sniffer (fingerprint/p0f/syslog), prober (jarm/hassh/tcpfp),
profiler behavioral analysis, logging subsystem, engine, and mutator.
Bridges the ingester→SSE trace gap by persisting trace_id/span_id columns on
the logs table and creating OTEL span links in the SSE endpoint. Adds log-trace
correlation via _TraceContextFilter injecting otel_trace_id into Python LogRecords.
Includes development/docs/TRACING.md with full span reference (76 spans),
pipeline propagation architecture, quick start guide, and troubleshooting.
Remove unused imports (ruff F401), suppress B324 false positives on
spec-mandated MD5 in HASSH/JA3/JA3S fingerprinting, drop unused
record_version assignment in JARM parser, and pin pip>=26.0 in dev
deps to address CVE-2025-8869 and CVE-2026-1703.
Replace per-decky sniffer containers with a single host-side sniffer
that monitors all traffic on the MACVLAN interface. Runs as a background
task in the FastAPI lifespan alongside the collector, fully fault-isolated
so failures never crash the API.
- Add fleet_singleton flag to BaseService; sniffer marked as singleton
- Composer skips fleet_singleton services in compose generation
- Fleet builder excludes singletons from random service assignment
- Extract TLS fingerprinting engine from templates/sniffer/server.py
into decnet/sniffer/ package (parameterized for fleet-wide use)
- Sniffer worker maps packets to deckies via IP→name state mapping
- Original templates/sniffer/server.py preserved for future use
