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DECNET/decnet/profiler/fingerprint.py
anti f2b3393669 chore: relicense to AGPL-3.0-or-later and add SPDX headers
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- LICENSE: full AGPL-3.0 text (gnu.org/licenses/agpl-3.0.txt)
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Touches 1565 source files (.py, .ts, .tsx, .js, .jsx, .css, .sh).
No behavior change; comments only.
2026-05-22 21:04:16 -04:00

298 lines
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Python

# SPDX-License-Identifier: AGPL-3.0-or-later
"""OS / TCP fingerprint rollup for DECNET attacker profiles.
Consumes sniffer-emitted `tcp_syn_fingerprint` / `tcp_flow_timing` events and
active prober `tcpfp_fingerprint` events; derives a per-attacker summary
(os_guess, hop_distance, tcp_fingerprint snapshot, retransmit_count).
"""
from __future__ import annotations
import logging
import statistics
from collections import Counter
from typing import Any, Optional
from decnet.correlation.parser import LogEvent
from decnet.prober.osfp import OsMatch, get_all_providers
from decnet.sniffer.p0f import initial_ttl as _initial_ttl_bucket
from decnet.telemetry import traced as _traced
_log = logging.getLogger("decnet.profiler.fingerprint")
# Sniffer-emitted packet events that feed into fingerprint rollup.
_SNIFFER_SYN_EVENT: str = "tcp_syn_fingerprint"
_SNIFFER_FLOW_EVENT: str = "tcp_flow_timing"
# Prober-emitted active-probe result (SYN-ACK fingerprint of attacker machine).
_PROBER_TCPFP_EVENT: str = "tcpfp_fingerprint"
# Prober-emitted HASSHServer fingerprint; carries the raw kex_algorithms string.
_PROBER_HASSH_EVENT: str = "hassh_fingerprint"
# Sniffer-emitted SSH client identification string (RFC 4253 §4.2).
_SNIFFER_SSH_BANNER_EVENT: str = "ssh_client_banner"
# Canonical initial TTL for each coarse OS bucket. Used to derive hop
# distance when only the observed TTL is available (prober path).
_INITIAL_TTL: dict[str, int] = {
"linux": 64,
"windows": 128,
"embedded": 255,
}
def _os_from_ttl(ttl_str: str | None) -> str | None:
"""Derive a coarse OS guess from observed TTL when p0f has no match."""
if not ttl_str:
return None
try:
ttl = int(ttl_str)
except (TypeError, ValueError):
return None
if 55 <= ttl <= 70:
return "linux"
if 115 <= ttl <= 135:
return "windows"
if 235 <= ttl <= 255:
return "embedded"
return None
def _int_or_none(v: Any) -> int | None:
if v is None or v == "":
return None
try:
return int(v)
except (TypeError, ValueError):
return None
def _match_via_osfp_providers(
tcp_fp: dict[str, Any] | None,
modal_ttl: str | None,
context: str,
) -> Optional[OsMatch]:
"""Feed the current tcp_fp snapshot through every enabled OS-fingerprint
provider and return the best match, or None.
Must never raise — factory / provider failures collapse to None so a
corrupt .fp file or misconfigured DECNET_OSFP_PROVIDERS env var can't
wedge the profile rebuild for an entire attacker. Worst case: the
caller falls back to the modal-label / TTL-bucket path that existed
before this wiring.
"""
if not tcp_fp:
return None
# Convert the observed TTL (which may be N hops below the initial TTL
# the remote OS uses) to the canonical initial-TTL bucket the p0f v2
# DB expects (32 / 64 / 128 / 255).
try:
ttl_int = int(modal_ttl) if modal_ttl is not None else None
except (TypeError, ValueError):
ttl_int = None
initial_ttl_bucket = _initial_ttl_bucket(ttl_int) if ttl_int is not None else None
obs: dict[str, Any] = {
"window": tcp_fp.get("window"),
"wscale": tcp_fp.get("wscale"),
"mss": tcp_fp.get("mss"),
"options_sig": tcp_fp.get("options_sig"),
"ttl": initial_ttl_bucket,
# DF and total_len are not captured today — passed as None so
# Signature.score treats them as soft fields (skip check when
# missing). Promote to hard fields once the sniffer/prober
# emit them on tcp_syn_fingerprint / tcpfp_fingerprint.
"df": None,
"total_len": None,
# Sniffer doesn't yet emit a quirks SD field, so the matcher
# sees an empty set — which matches signatures with no quirks
# (the common case) but not signatures with specific quirks.
# That's correct behaviour, not a bug.
"quirks": frozenset(),
"context": context,
}
best: Optional[OsMatch] = None
try:
providers = get_all_providers()
except Exception as exc: # noqa: BLE001 — must not propagate
_log.warning("osfp: provider init failed, skipping match: %s", exc)
return None
for provider in providers:
try:
match = provider.match(obs)
except Exception as exc: # noqa: BLE001 — must not propagate
_log.warning("osfp: provider %s raised during match: %s", provider.name, exc)
continue
if match is None:
continue
if best is None or match.confidence > best.confidence:
best = match
return best
@_traced("profiler.sniffer_rollup")
def sniffer_rollup(events: list[LogEvent]) -> dict[str, Any]:
"""
Roll up sniffer-emitted `tcp_syn_fingerprint` and `tcp_flow_timing`
events into a per-attacker summary.
OS guess priority:
1. Modal p0f label from os_guess field (if not "unknown"/empty).
2. TTL-based coarse bucket (linux / windows / embedded) as fallback.
Hop distance: median of non-zero reported values only.
"""
os_guesses: list[str] = []
ttl_values: list[str] = []
hops: list[int] = []
tcp_fp: dict[str, Any] | None = None
ipid_latest: str | None = None
isn_latest: str | None = None
# Tracks which event set tcp_fp last — picks the provider "context"
# (syn vs synack) when we feed the p0f-v2 matcher below.
tcp_fp_context: str = "syn"
retransmits = 0
kex_order_raw: list[str] = []
_kex_seen: set[str] = set()
ssh_client_banners: list[str] = []
_ssh_banner_seen: set[str] = set()
for e in events:
if e.event_type == _SNIFFER_SYN_EVENT:
og = e.fields.get("os_guess")
if og and og != "unknown":
os_guesses.append(og)
# Collect raw TTL for fallback OS derivation.
ttl_raw = e.fields.get("ttl") or e.fields.get("initial_ttl")
if ttl_raw:
ttl_values.append(ttl_raw)
# Only include hop distances that are valid and non-zero.
hop_raw = e.fields.get("hop_distance")
if hop_raw:
try:
hop_val = int(hop_raw)
if hop_val > 0:
hops.append(hop_val)
except (TypeError, ValueError):
pass
# Keep the latest fingerprint snapshot.
tcp_fp = {
"window": _int_or_none(e.fields.get("window")),
"wscale": _int_or_none(e.fields.get("wscale")),
"mss": _int_or_none(e.fields.get("mss")),
"options_sig": e.fields.get("options_sig", ""),
"has_sack": e.fields.get("has_sack") == "true",
"has_timestamps": e.fields.get("has_timestamps") == "true",
"tos": _int_or_none(e.fields.get("tos")),
"dscp": _int_or_none(e.fields.get("dscp")),
"ecn": _int_or_none(e.fields.get("ecn")),
}
# Sequence classifications converge as samples accumulate; the
# most recent non-"unknown" label wins so a later "unknown" event
# (e.g. a deque reset) doesn't overwrite a confident verdict.
ipid_class = e.fields.get("ipid_class")
if ipid_class and ipid_class != "unknown":
ipid_latest = ipid_class
tcp_fp["ipid_class"] = ipid_latest
isn_class = e.fields.get("isn_class")
if isn_class and isn_class != "unknown":
isn_latest = isn_class
tcp_fp["isn_class"] = isn_latest
tcp_fp_context = "syn"
elif e.event_type == _SNIFFER_FLOW_EVENT:
try:
retransmits += int(e.fields.get("retransmits", "0"))
except (TypeError, ValueError):
pass
elif e.event_type == _PROBER_HASSH_EVENT:
# Prober HASSHServer probe: preserve the raw kex_algorithms list
# for post-hoc ordering analysis. Dedup because a single attacker
# SSH service will emit the same list per port/probe cycle.
kex = e.fields.get("kex_algorithms")
if kex and kex not in _kex_seen:
kex_order_raw.append(kex)
_kex_seen.add(kex)
elif e.event_type == _SNIFFER_SSH_BANNER_EVENT:
# Sniffer-observed SSH identification string from attacker.
# Dedup: the same attacker will reuse the same client banner
# across flows/reconnects; record distinct values in order seen.
banner = e.fields.get("ssh_version")
if banner and banner not in _ssh_banner_seen:
ssh_client_banners.append(banner)
_ssh_banner_seen.add(banner)
elif e.event_type == _PROBER_TCPFP_EVENT:
# Active-probe result: prober sent SYN to attacker, got SYN-ACK back.
# Field names differ from the passive sniffer (different emitter).
ttl_raw = e.fields.get("ttl")
if ttl_raw:
ttl_values.append(ttl_raw)
# Derive hop distance from observed TTL vs canonical initial TTL.
os_hint = _os_from_ttl(ttl_raw)
if os_hint:
initial = _INITIAL_TTL.get(os_hint)
if initial:
try:
hop_val = initial - int(ttl_raw)
if hop_val > 0:
hops.append(hop_val)
except (TypeError, ValueError):
pass
# Prober uses window_size/window_scale/options_order instead of
# the sniffer's window/wscale/options_sig.
tcp_fp = {
"window": _int_or_none(e.fields.get("window_size")),
"wscale": _int_or_none(e.fields.get("window_scale")),
"mss": _int_or_none(e.fields.get("mss")),
"options_sig": e.fields.get("options_order", ""),
"has_sack": e.fields.get("sack_ok") == "1",
"has_timestamps": e.fields.get("timestamp") == "1",
"tos": _int_or_none(e.fields.get("tos")),
"dscp": _int_or_none(e.fields.get("dscp")),
"ecn": _int_or_none(e.fields.get("ecn")),
}
tcp_fp_context = "synack" # prober sent SYN, captured attacker's SYN-ACK
# OS-guess resolution chain:
# 1. p0f-v2 (or whichever providers DECNET_OSFP_PROVIDERS enables)
# matched against the latest tcp_fp snapshot — the 375-sig
# vendored DB is far more discriminating than what follows.
# 2. Modal sniffer-emitted label from the old ~10-sig hand-rolled
# table in decnet/sniffer/p0f.py. Kept as fallback because the
# vendored v2 DB predates post-2006 kernels.
# 3. TTL bucket (linux / windows / embedded). Coarse but never
# lies when at least one TCP packet was seen.
os_guess: str | None = None
modal_ttl = Counter(ttl_values).most_common(1)[0][0] if ttl_values else None
osfp_match = _match_via_osfp_providers(tcp_fp, modal_ttl, tcp_fp_context)
if osfp_match is not None:
# Render "Linux" + "2.6.x kernel" as "Linux 2.6.x kernel" — a single
# string fits the existing os_guess column contract. Flavor can be
# empty for generic signatures, in which case we just emit the OS.
os_guess = osfp_match.os if not osfp_match.flavor else f"{osfp_match.os} {osfp_match.flavor}"
elif os_guesses:
os_guess = Counter(os_guesses).most_common(1)[0][0]
elif modal_ttl is not None:
os_guess = _os_from_ttl(modal_ttl)
# Median hop distance (robust to the occasional weird TTL).
hop_distance: int | None = None
if hops:
hop_distance = int(statistics.median(hops))
return {
"os_guess": os_guess,
"hop_distance": hop_distance,
"tcp_fingerprint": tcp_fp or {},
"retransmit_count": retransmits,
"kex_order_raw": kex_order_raw,
"ssh_client_banners": ssh_client_banners,
}