Every http_useragent bounty now carries a `category` label plus an
optional tool name and a signals list. The main analytic win is the
`nonstandard` bucket — UAs like "FUCKYOU/1.0" or custom one-off
scanner labels that don't match any known pattern, which today
silently blend into the generic fingerprint list.
Buckets (priority order):
- scanner: nmap, nuclei, sqlmap, gobuster, nikto, masscan, zgrab,
ffuf, wpscan, katana, burp, acunetix, nessus, openvas, arachni,
whatweb, wappalyzer, etc.
- cli: curl, wget, httpie, xh, fetch.
- library: python-requests, aiohttp, httpx, urllib, Go stdlib, Java,
okhttp, Apache HttpClient, axios, node-fetch, got, undici, PHP,
Guzzle, Ruby stdlib, Faraday, .NET, PostmanRuntime, Insomnia, etc.
- bot: anything containing bot / crawler / spider / slurp / monitor
(catches Googlebot, bingbot, Baiduspider — many of which ship a
Mozilla/5.0 prefix, so the bot check runs BEFORE the browser
regex).
- browser: Mozilla/5.0-prefixed UAs that aren't bots.
- nonstandard: anything else. The interesting bucket.
- empty: literal empty User-Agent header.
Side signals computed regardless of category: suspicious_short (<8
chars), suspicious_long (>512 chars), nonprintable (control chars),
injection_like (SQLi / XSS / path-traversal / Log4Shell markers).
A sqlmap UA with a literal SQL-injection payload embedded fires
category=scanner + injection_like — the combination tells the
analyst the tool is being operated manually vs. on default config.
Classification is deterministic (same UA string → same tuple) so
add_bounty's payload-hash dedup continues to collapse repeat rows.
UI renderer upgraded from FpGeneric to a dedicated FpUserAgent that
colours the category tag by risk (scanner=alert-red,
nonstandard=warn-yellow, browser=accent-green, etc.) and renders
each signal as its own chip. Makes the interesting rows pop in the
fingerprints panel.
Also fixed: the ingester was using `_headers.get("User-Agent") or
_headers.get("user-agent")`, which short-circuits away empty-string
UAs. An explicit empty UA is itself a signal (real clients always
send something) — now captured.
An attacker hitting /admin with `X-Forwarded-For: 127.0.0.1` was
previously flagged as an IP leak. It isn't — that's the classic
IP-allowlist / WAF-bypass payload ("treat me as localhost and skip
your auth checks"). Misclassifying it as "LEAKED IPs" in the UI
confuses analysts and burns trust in the signal.
Split by claim category. After pulling the left-most claimed IP
from the proxy header, classify:
- public (routable) → bounty_type=ip_leak (real attribution leak;
the attacker's upstream proxy forwarded their real IP).
- loopback / private / link-local / multicast / reserved /
unspecified → bounty_type=fingerprint, fingerprint_type=
spoofed_source (WAF-bypass / allowlist-probing attempt; the
attacker is telling us they know what XFF does).
- unparseable → dropped.
Same extraction pipeline; diverges only at the last step. A new
shared _classify_proxy_header_claim returns (kind, payload);
_detect_ip_leak keeps its public-only contract for backward-
compat; _detect_spoofed_source is the new sibling.
UI renderer FpSpoofedSource shows the claimed IP in warn color with
the claim_category tag (LOOPBACK / PRIVATE / ...) and a WAF-BYPASS
ATTEMPT badge — distinct visual from the "LEAKED IPs" row which
stays reserved for genuine public-IP leaks.
Test addresses updated: RFC 5737 doc ranges (198.51.100.0/24,
203.0.113.0/24) are flagged `is_reserved` in Python's ipaddress
module, so they now correctly belong to the spoof bucket — tests
that meant to exercise real public IPs now use 8.8.8.8 / 1.1.1.1 /
Cloudflare DNS. Added eleven new tests locking the classifier +
the two detectors' mutual exclusion.
add_bounty dedups on (attacker_ip, bounty_type, full payload JSON).
Three fingerprint-family bounties (http_useragent, ip_leak,
http_quirks) were including method/path / header_count in their
payloads — fields that vary per request — so a scanner hitting 100
paths produced 100 rows instead of 1, which is what was swelling
AttackerDetail.
Payloads now carry identity-only fields:
- http_useragent: {fingerprint_type, value}. UA + path combinations
no longer collide; one row per distinct User-Agent string.
- ip_leak: {source_ip, real_ip_claim, source_header, headers_seen}.
One row per distinct (proxy source, leaked IP, leaking header)
triple; repeat hits with the same header on different paths dedup.
- http_quirks: {fingerprint_type, order_hash, order, casing_hash,
casing_category, stable_count, tool_guess}. No more header_count
(included volatile headers; Cookie-presence variance broke dedup).
Per-request context (path, method, etc.) was never load-bearing for
analysts — the logs table already answers "when + where" at
per-event resolution. The bounty table is for stable identity.
UI:
- FpHttpQuirks renderer drops the method/path footer line and the
header_count/duplicates tags; shows stable_count instead.
- LEAKED-IPs tooltip on AttackerDetail swaps "X on GET /path" for
"Leaked via X; source 203.0.113.42" — same information, stable.
Tests add a "payload stable across paths and methods" assertion on
http_quirks — locks the contract so a future regression that sneaks
a per-request field back in fails loudly.
Existing duplicate bounty rows don't retroactively collapse.
Dev: `decnet db-reset --i-know-what-im-doing drop-tables` and
restart. Prod: one SQL pass to dedup by (attacker_ip, bounty_type,
payload) — trivial but not automated.
Per-request HTTP fingerprint derived from the header dict we already
log. Captures:
- order_hash: SHA-256 prefix (16 hex) over the lowercased header-name
sequence, minus volatile/per-request headers (Content-Length,
Cookie, Authorization, XFF family, trace IDs). Stable identity for
a given client stack regardless of which target / path is hit.
- casing_hash: same shape but over the per-header casing category
(Title-Case / lower / UPPER / mixed). Attackers frequently spoof
User-Agent but forget their stack sends `user-agent` while browsers
send `User-Agent`.
- tool_guess: prefix match against curl / python-requests /
Go-http-client / nmap-nse signatures. Cheap, best-effort — the
hash is the hard signal.
- duplicates: reserved for when the HTTP template switches from
dict(request.headers) to a list form; today it always fires empty
because dict() collapses duplicates.
Payload is a fingerprint bounty (bounty_type="fingerprint",
fingerprint_type="http_quirks"). Bounty dedup collapses identical
hashes per attacker — one row per distinct fingerprint — so a chatty
scanner doesn't spam the vault, but a tool-chain change from the
same IP surfaces as a new row.
UI renderer (FpHttpQuirks) shows the two hashes, tool guess badge in
violet, casing/count tags, and a collapsible header-order list.
Added to the passiveTypes group so it nests with JA3/JA4L/etc. in
the AttackerDetail fingerprints panel.
One library note: the naive "title-case" classifier failed on tokens
like `X-Forwarded-For` because Python's "".islower() returns False
so `p[1:].islower()` rejects single-letter tokens like the `X`.
Fix: explicitly accept single-char tokens when uppercase.
Attackers routinely front their scanners with VPNs/proxies, so the
TCP source we log is the proxy egress, not the real host. But a
surprising number of attacker setups are misconfigured: the proxy
forwards the real IP in an X-Forwarded-For (or Forwarded / X-Real-IP
/ CDN-variant) header. From our side that's a free attribution leak.
New _detect_ip_leak extractor in decnet/web/ingester.py fires at
ingest time per HTTP request. Logic:
1. Require service=http, source_ip present, headers present.
2. If source_ip ∈ DECNET_TRUSTED_PROXIES (comma-separated IPs or
CIDRs) → legitimate reverse-proxy forwarding, skip.
3. Walk proxy-family headers in priority order: Forwarded (RFC 7239)
→ X-Forwarded-For → X-Real-IP → True-Client-IP → CF-Connecting-IP.
4. Extract the left-most parseable IP from the winning header.
5. If that IP differs from the TCP source → emit a bounty with
bounty_type="ip_leak" carrying {source_ip, real_ip_claim,
source_header, headers_seen, path, method}.
Storage is the existing Bounty table — no schema change; de-dup is
handled by Bounty's (attacker_ip, bounty_type, payload_hash) key, so
repeat requests with the same leaked IP don't spam.
AttackerDetail renders a warn-accent "LEAKED IPs:" row under ORIGIN
listing distinct real_ip_claim values; hover tooltip shows the source
header + path of the most recent leak. Only shown when at least one
ip_leak bounty exists.
RFC 7239 Forwarded parser handles the full vocabulary — bare IPv4,
IPv4:port, quoted, IPv6 in brackets, IPv6 with port — returning only
IPs that actually parse.
Closes DEVELOPMENT.md "Network Topology Leakage → X-Forwarded-For
mismatches". Phase 3 of the three-phase Attacker Intelligence series
(phases 1: scanned-vs-interacted, 2: PTR records already shipped).
DECNET_TRUSTED_PROXIES env shape matches THREAT_MODEL DA-08's
"revisit when verified-proxy config lands" note — same token set
future rate-limit work will consume.
Ingester connects the bus at startup, emits a batch-committed summary
(component/flushed/position) after each successful _flush_batch. Zero-
row flushes are suppressed so the topic stays meaningful.
Complements the collector's per-line system.log publishes: collector
signals ingress, ingester signals DB-persisted progress. Federation
forwarder (worker 8) will subscribe to the batch-committed leaf to
trigger its upstream push.
Bus stays optional: publish_safely swallows failures, get_bus() can
return None, DECNET_BUS_ENABLED=false leaves the ingestion loop fully
functional.
The ingester now accumulates up to DECNET_BATCH_SIZE rows (default 100)
or DECNET_BATCH_MAX_WAIT_MS (default 250ms) before flushing through
repo.add_logs — one transaction, one COMMIT per batch instead of per
row. Under attacker traffic this collapses N commits into ⌈N/100⌉ and
takes most of the SQLite writer-lock contention off the hot path.
Flush semantics are cancel-safe: _position only advances after a batch
commits successfully, and the flush helper bails without touching the
DB if the enclosing task is being cancelled (lifespan teardown).
Un-flushed lines stay in the file and are re-read on next startup.
Tests updated to assert on add_logs (bulk) instead of the per-row
add_log that the ingester no longer uses, plus a new test that 250
lines flush in ≤5 calls.
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.
Collector now creates a span per event and injects W3C trace context
into JSON records. Ingester extracts that context and creates child
spans, connecting the full event journey: collector -> ingester ->
db.add_log + extract_bounty -> db.add_bounty.
Profiler now creates per-IP spans inside update_profiles with rich
attributes (event_count, is_traversal, bounty_count, command_count).
Traces in Jaeger now show the complete execution map from capture
through ingestion and profiling.
Gated by DECNET_DEVELOPER_TRACING env var (default off, zero overhead).
When enabled, traces flow through FastAPI routes, background workers
(collector, ingester, profiler, sniffer, prober), engine/mutator
operations, and all DB calls via TracedRepository proxy.
Includes Jaeger docker-compose for local dev and 18 unit tests.
templates/decnet_logging.py calls str(v) on all SD-PARAM values, turning a
headers dict into Python repr ('{'User-Agent': ...}') rather than JSON.
detect_tools_from_headers() called json.loads() on that string and silently
swallowed the error, returning [] for every HTTP event. Same bug prevented
the ingester from extracting User-Agent bounty fingerprints.
- templates/http/server.py: wrap headers dict in json.dumps() before passing
to syslog_line so the value is a valid JSON string in the syslog record
- behavioral.py: add ast.literal_eval fallback for existing DB rows that were
stored with the old Python repr format
- ingester.py: parse headers as JSON string in _extract_bounty so User-Agent
fingerprints are stored correctly going forward
- tests: add test_json_string_headers and test_python_repr_headers_fallback
to exercise both formats in detect_tools_from_headers
- 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
Extends the prober with two new active probe types alongside JARM:
- HASSHServer: SSH server fingerprinting via KEX_INIT algorithm ordering
(MD5 hash of kex;enc_s2c;mac_s2c;comp_s2c, pure stdlib)
- TCP/IP stack: OS/tool fingerprinting via SYN-ACK analysis using scapy
(TTL, window size, DF bit, MSS, TCP options ordering, SHA256 hash)
Worker probe cycle now runs three phases per IP with independent
per-type port tracking. Ingester extracts bounties for all three
fingerprint types.
- Modify Rfc5424Formatter to read decnet_component from LogRecord
and use it as RFC 5424 APP-NAME field (falls back to 'decnet')
- Add get_logger(component) factory in decnet/logging/__init__.py
with _ComponentFilter that injects decnet_component on each record
- Wire all five layers to their component tag:
cli -> 'cli', engine -> 'engine', api -> 'api' (api.py, ingester,
routers), mutator -> 'mutator', collector -> 'collector'
- Add structured INFO/DEBUG/WARNING/ERROR log calls throughout each
layer per the defined vocabulary; DEBUG calls are suppressed unless
DECNET_DEVELOPER=true
- Add tests/test_logging.py covering factory, filter, formatter
component-awareness, fallback behaviour, and level gating
