Files
DECNET/decnet/ttp/stix_export.py
anti e4626879f6 perf(pytest): 194s → 4s collection — lazy heavy imports + norecursedirs
Four-part fix for the collection bottleneck that was blocking the dev loop:

1. Lazy mitreattack.stix20 import in attack_stix.py — deferred to first
   _load() call (TYPE_CHECKING guard at top level)

2. Lazy misp_stix_converter import in both MISP export routers — moved
   from module level into the route handler body

3. Lazy attack_catalog / attack_stix in ttp.py repo mixin — thin wrapper
   functions so the import chain never fires at module load time

4. tests/api/conftest.py — `from decnet.web.api import app` moved inside
   the `client()` fixture; `pytest_ignore_collect` broadened to skip all
   test_schemathesis*.py variants (not just test_schemathesis.py), which
   were launching a subprocess server at module-import time

5. pyproject.toml — `norecursedirs` for tests/live, tests/stress,
   tests/service_testing, tests/docker, tests/perf so these directories
   are never entered; `-m` filter removed from addopts (now redundant);
   `--dist loadscope` → `--dist load` to unblock workers immediately

6. behave_core / behave_shell rename — BEHAVE packages dropped the
   `decnet_` prefix; reinstalled editable installs and updated all 14
   import sites across profiler, ttp, bus, and correlation modules
2026-05-10 06:41:25 -04:00

518 lines
18 KiB
Python

"""STIX 2.1 bundle builder for a DECNET attacker observation.
Pure function — no I/O. The caller (router) does all DB reads and
passes dicts; this module assembles the STIX bundle.
SDO/SRO mapping
---------------
DECNET data → STIX type
----------- ---------
Producer (DECNET) → identity (org, deterministic ID)
attacker.ip → ipv4-addr SCO
first/last seen + count → observed-data SDO
AttackerIdentity or IP → threat-actor SDO
Per-technique rollup → attack-pattern SDO + relationship(uses) SRO
Per ttp_tag row → sighting SRO
ObservedAttachment / Log → file SCO + observed-data SDO
SmtpTarget → domain-name SCO + observed-data SDO
AttackerIntel verdict → note SDO
Attack-pattern SDOs carry the canonical MITRE STIX IDs pulled from the
loaded enterprise bundle so the objects are deduplicated against the
public ATT&CK bundle by any consumer that already has it.
"""
from __future__ import annotations
import base64
import json
import uuid as _uuid
from datetime import datetime, timezone
from typing import Any
import stix2
from decnet.ttp import attack_stix
from decnet.ttp.stix_custom import (
ACTOR_FINGERPRINT_EXT_ID,
FINGERPRINT_EXT_DEF,
DecnetActorFingerprintExt,
XDecnetBehaveProfile,
)
# Deterministic DECNET org identity ID — stable across all bundles this
# instance produces. Consumers can correlate across exports.
_NS = _uuid.UUID("b5d2c3a1-8f4e-4d1b-9a6c-0e7f5b3d2c1a")
_DECNET_ORG_STIX_ID = f"identity--{_uuid.uuid5(_NS, 'decnet-honeypot')}"
def _aware(dt: datetime | str | None) -> datetime | None:
if dt is None:
return None
if isinstance(dt, str):
dt = datetime.fromisoformat(dt.replace("Z", "+00:00"))
if dt.tzinfo is None:
return dt.replace(tzinfo=timezone.utc)
return dt
def _decnet_org() -> stix2.Identity:
return stix2.Identity(
id=_DECNET_ORG_STIX_ID,
name="DECNET",
identity_class="organization",
description="DECNET honeypot platform — automated threat observation",
)
def _parse_json_field(v: Any) -> Any:
"""JSON-decode strings; return non-strings unchanged."""
if isinstance(v, str):
try:
return json.loads(v)
except Exception:
return v
return v
def _extract_fingerprint_bounty_data(
bounties: list[dict[str, Any]],
) -> tuple[list[str], list[dict[str, Any]]]:
"""Return (jarm_hashes, http_quirks) extracted from fingerprint bounty rows.
jarm_hashes: deduplicated list of JARM hash strings.
http_quirks: deduplicated list of {order, casing_category, tool_guess}
dicts keyed by order_hash so two requests from the same
client stack produce one entry.
"""
jarm_hashes: list[str] = []
jarm_seen: set[str] = set()
http_quirks: list[dict[str, Any]] = []
http_seen: set[str] = set()
for b in bounties:
payload = b.get("payload") or {}
if not isinstance(payload, dict):
continue
fp_type = payload.get("fingerprint_type")
if fp_type == "jarm":
h = payload.get("hash")
if h and h not in jarm_seen:
jarm_hashes.append(h)
jarm_seen.add(h)
elif fp_type == "http_quirks":
key = payload.get("order_hash", "")
if key not in http_seen:
entry: dict[str, Any] = {}
if payload.get("order"):
entry["order"] = payload["order"]
if payload.get("casing_category"):
entry["casing_category"] = payload["casing_category"]
if payload.get("tool_guess"):
entry["tool_guess"] = payload["tool_guess"]
if entry:
http_quirks.append(entry)
http_seen.add(key)
return jarm_hashes, http_quirks
def _threat_actor(
attacker: dict[str, Any],
identity: dict[str, Any] | None,
created_by: str,
behavior: dict[str, Any] | None = None,
observations: list[dict[str, Any]] | None = None,
fingerprint_bounties: list[dict[str, Any]] | None = None,
) -> tuple[stix2.ThreatActor, "XDecnetBehaveProfile | None"]:
"""Build a ThreatActor SDO plus an optional XDecnetBehaveProfile SDO.
Returns ``(threat_actor, behave_profile_or_None)``.
"""
if identity:
name = f"DECNET-identity-{identity['uuid'][:8]}"
else:
name = f"DECNET-attacker-{attacker['uuid'][:8]}"
kwargs: dict[str, Any] = dict(
id=f"threat-actor--{_uuid.uuid5(_NS, attacker['uuid'])}",
name=name,
threat_actor_types=["unknown"],
created_by_ref=created_by,
allow_custom=True,
)
# Tier 1 — stable scalars
if attacker.get("country_code"):
kwargs["x_decnet_country_code"] = attacker["country_code"]
if attacker.get("asn"):
kwargs["x_decnet_asn"] = attacker["asn"]
if attacker.get("as_name"):
kwargs["x_decnet_as_name"] = attacker["as_name"]
# Tier 2 — DecnetActorFingerprintExt (network_behavior + protocol_fingerprints)
network_behavior: dict[str, Any] = {}
protocol_fingerprints: dict[str, Any] = {}
if behavior:
for key in ("os_guess", "hop_distance", "retransmit_count",
"behavior_class", "beacon_interval_s", "beacon_jitter_pct"):
v = behavior.get(key)
if v is not None:
network_behavior[key] = v
for key in ("tcp_fingerprint", "timing_stats", "phase_sequence", "tool_guesses"):
v = _parse_json_field(behavior.get(key))
if v:
network_behavior[key] = v
for key in ("kex_order_raw", "ssh_client_banners"):
v = _parse_json_field(behavior.get(key))
if v:
protocol_fingerprints[key] = v
if identity:
for key in ("ja3_hashes", "hassh_hashes", "tls_cert_sha256", "payload_simhashes"):
v = _parse_json_field(identity.get(key))
if v:
protocol_fingerprints[key] = v
if identity.get("c2_endpoints"):
protocol_fingerprints["c2_endpoints"] = _parse_json_field(
identity["c2_endpoints"]
)
if fingerprint_bounties:
jarm_hashes, http_quirks = _extract_fingerprint_bounty_data(fingerprint_bounties)
if jarm_hashes:
protocol_fingerprints["jarm_hashes"] = jarm_hashes
if http_quirks:
protocol_fingerprints["http_quirks"] = http_quirks
if network_behavior or protocol_fingerprints:
ext_kwargs: dict[str, Any] = {"extension_type": "property-extension"}
if network_behavior:
ext_kwargs["network_behavior"] = network_behavior
if protocol_fingerprints:
ext_kwargs["protocol_fingerprints"] = protocol_fingerprints
kwargs["extensions"] = {
ACTOR_FINGERPRINT_EXT_ID: DecnetActorFingerprintExt(**ext_kwargs),
}
# Tier 3 — XDecnetBehaveProfile (BEHAVE observations)
behave_profile: XDecnetBehaveProfile | None = None
kd_hash: str | None = None
if identity:
raw_kd = identity.get("kd_digraph_simhash")
if raw_kd is not None:
if isinstance(raw_kd, (bytes, bytearray)):
kd_hash = raw_kd.hex()
elif isinstance(raw_kd, str) and raw_kd:
try:
kd_hash = base64.b64decode(raw_kd).hex()
except Exception:
kd_hash = raw_kd
obs_list = observations or []
if obs_list or kd_hash is not None:
from behave_shell.spec.envelope import OBSERVATION_SCHEMA_VERSION
profile_id = (
f"x-decnet-behave-profile--{_uuid.uuid5(_NS, attacker['uuid'])}"
)
behave_profile = XDecnetBehaveProfile( # type: ignore[call-arg]
id=profile_id,
created_by_ref=created_by,
schema_version=OBSERVATION_SCHEMA_VERSION,
kd_digraph_simhash=kd_hash,
observations=obs_list,
)
kwargs["x_decnet_behave_profile_ref"] = profile_id
return stix2.ThreatActor(**kwargs), behave_profile
def _attack_pattern_sdo(technique_id: str, created_by: str) -> stix2.AttackPattern | None:
obj = attack_stix._attack_pattern_by_id(technique_id)
if obj is None:
return None
ext_refs = obj.get("external_references", [])
mitre_ref = next(
(r for r in ext_refs if r.get("source_name") == "mitre-attack"), None,
)
er_args = [
stix2.ExternalReference(
source_name="mitre-attack",
external_id=mitre_ref["external_id"],
url=mitre_ref.get("url", ""),
)
] if mitre_ref else []
return stix2.AttackPattern(
id=obj["id"],
name=obj.get("name", technique_id),
external_references=er_args,
created_by_ref=created_by,
)
def _intel_note(
intel: dict[str, Any],
ta_id: str,
created_by: str,
) -> stix2.Note | None:
verdict = intel.get("aggregate_verdict") or "unknown"
lines: list[str] = [f"aggregate_verdict: {verdict}"]
if intel.get("abuseipdb_score") is not None:
lines.append(f"abuseipdb_score: {intel['abuseipdb_score']}")
if intel.get("greynoise_classification"):
tags = intel.get("greynoise_tags") or []
if isinstance(tags, str):
try:
tags = json.loads(tags)
except Exception:
tags = []
lines.append(f"greynoise: {intel['greynoise_classification']} ({', '.join(tags)})")
if intel.get("feodo_listed"):
lines.append(f"feodo: {intel.get('feodo_malware_family', 'listed')}")
if intel.get("threatfox_listed"):
tt = intel.get("threatfox_threat_types") or []
if isinstance(tt, str):
try:
tt = json.loads(tt)
except Exception:
tt = []
lines.append(f"threatfox: {', '.join(tt) if tt else 'listed'}")
return stix2.Note(
abstract="DECNET threat-intel verdict",
content="\n".join(lines),
object_refs=[ta_id],
created_by_ref=created_by,
)
def build_attacker_bundle(
attacker: dict[str, Any],
behavior: dict[str, Any] | None,
identity: dict[str, Any] | None,
intel: dict[str, Any] | None,
technique_rollup: list[dict[str, Any]],
raw_tags: list[dict[str, Any]],
artifacts: list[dict[str, Any]],
smtp_targets: list[dict[str, Any]],
commands: list[str] | None = None,
observations: list[dict[str, Any]] | None = None,
fingerprint_bounties: list[dict[str, Any]] | None = None,
) -> stix2.Bundle:
"""Assemble a STIX 2.1 Bundle for *attacker*.
All arguments are plain dicts (the shape returned by the DECNET
repo). Never raises — unknown/missing data is silently omitted from
the bundle.
"""
objs: list[Any] = []
org = _decnet_org()
objs.append(org)
# ── IP observation ──────────────────────────────────────────────
ipv4 = stix2.IPv4Address(value=attacker["ip"])
objs.append(ipv4)
fs = _aware(attacker.get("first_seen"))
ls = _aware(attacker.get("last_seen"))
now = datetime.now(timezone.utc)
ip_obs = stix2.ObservedData(
first_observed=fs or now,
last_observed=ls or now,
number_observed=max(1, attacker.get("event_count") or 1),
object_refs=[ipv4.id],
created_by_ref=org.id,
)
objs.append(ip_obs)
# ── Threat actor + BEHAVE profile ────────────────────────────────
ta, behave_profile = _threat_actor(
attacker, identity, org.id,
behavior=behavior,
observations=observations,
fingerprint_bounties=fingerprint_bounties,
)
objs.append(ta)
if behave_profile is not None:
objs.append(behave_profile)
objs.append(FINGERPRINT_EXT_DEF)
objs.append(
stix2.Relationship(
relationship_type="characterizes",
source_ref=behave_profile.id, # type: ignore[attr-defined]
target_ref=ta.id,
created_by_ref=org.id,
allow_custom=True,
)
)
# ── ATT&CK — attack-patterns + uses relationships + sightings ───
# Build per-technique once; sightings reference the same AP STIX ID.
ap_stix_ids: dict[str, str] = {} # technique_id → attack-pattern STIX id
for row in technique_rollup:
tid = row.get("sub_technique_id") or row.get("technique_id")
if not tid or tid in ap_stix_ids:
continue
ap = _attack_pattern_sdo(tid, org.id)
if ap is None:
continue
ap_stix_ids[tid] = ap.id
objs.append(ap)
objs.append(
stix2.Relationship(
source_ref=ta.id,
target_ref=ap.id,
relationship_type="uses",
created_by_ref=org.id,
)
)
for tag in raw_tags:
tid = tag.get("sub_technique_id") or tag.get("technique_id")
if not tid or tid not in ap_stix_ids:
continue
ts = _aware(tag.get("created_at"))
if ts is None:
ts = now
objs.append(
stix2.Sighting(
sighting_of_ref=ap_stix_ids[tid],
first_seen=ts,
last_seen=ts,
count=1,
where_sighted_refs=[org.id],
observed_data_refs=[ip_obs.id],
created_by_ref=org.id,
)
)
# ── Artifacts (file_captured log rows) ──────────────────────────
for art in artifacts:
fields = art.get("fields") or {}
if isinstance(fields, str):
try:
fields = json.loads(fields)
except Exception:
fields = {}
sha = fields.get("sha256") or fields.get("hash")
if not sha:
continue
file_kwargs: dict[str, Any] = {"hashes": {"SHA-256": sha.lower()}}
name = fields.get("filename") or fields.get("stored_as")
if name:
file_kwargs["name"] = name
f = stix2.File(**file_kwargs)
objs.append(f)
fts = _aware(art.get("timestamp"))
objs.append(
stix2.ObservedData(
first_observed=fts or now,
last_observed=fts or now,
number_observed=1,
object_refs=[f.id],
created_by_ref=org.id,
)
)
# ── SMTP targets ────────────────────────────────────────────────
for tgt in smtp_targets:
domain = tgt.get("domain")
if not domain:
continue
dn = stix2.DomainName(value=domain)
objs.append(dn)
s_fs = _aware(tgt.get("first_seen"))
s_ls = _aware(tgt.get("last_seen"))
objs.append(
stix2.ObservedData(
first_observed=s_fs or now,
last_observed=s_ls or now,
number_observed=max(1, tgt.get("count") or 1),
object_refs=[dn.id],
created_by_ref=org.id,
)
)
# ── Shell commands (process SCOs + observed-data) ────────────────
seen_cmds: set[str] = set()
for cmd_line in commands or []:
if not cmd_line or cmd_line in seen_cmds:
continue
seen_cmds.add(cmd_line)
proc = stix2.Process(command_line=cmd_line, is_hidden=False)
objs.append(proc)
proc_obs = stix2.ObservedData(
first_observed=fs or now,
last_observed=ls or now,
number_observed=1,
object_refs=[proc.id],
created_by_ref=org.id,
)
objs.append(proc_obs)
objs.append(
stix2.Sighting(
sighting_of_ref=ta.id,
first_seen=fs or now,
last_seen=ls or now,
count=1,
where_sighted_refs=[org.id],
observed_data_refs=[proc_obs.id],
created_by_ref=org.id,
)
)
# ── Intel note ───────────────────────────────────────────────────
if intel:
note = _intel_note(intel, ta.id, org.id)
objs.append(note)
return stix2.Bundle(objects=objs, allow_custom=True)
def build_fleet_bundle(
rows: list[dict[str, Any]],
ttp_by_attacker: dict[str, list[dict[str, Any]]],
observations_by_attacker: dict[str, list[dict[str, Any]]] | None = None,
fingerprint_bounties_by_ip: dict[str, list[dict[str, Any]]] | None = None,
) -> stix2.Bundle:
"""Assemble a STIX 2.1 Bundle covering all attackers in *rows*.
Deduplicates by STIX ID — attack-pattern SDOs with the same canonical
MITRE UUID appear once regardless of how many attackers used the technique.
Per-tag Sightings, Artifacts, and SMTP targets are omitted in fleet mode
(too verbose; use the per-attacker endpoint for full fidelity).
"""
objs_by_id: dict[str, Any] = {}
obs_map = observations_by_attacker or {}
fp_map = fingerprint_bounties_by_ip or {}
for row in rows:
raw_cmds = row.get("commands") or []
if isinstance(raw_cmds, str):
try:
raw_cmds = json.loads(raw_cmds)
except Exception:
raw_cmds = []
cmds = [
str(e.get("command_text") or e.get("command") or "").strip()
for e in raw_cmds
if isinstance(e, dict) and (e.get("command_text") or e.get("command"))
]
intel = row.get("threat_intel")
bundle = build_attacker_bundle(
attacker=row,
behavior=None,
identity=None,
intel=intel,
technique_rollup=ttp_by_attacker.get(row["uuid"], []),
raw_tags=[],
artifacts=[],
smtp_targets=[],
commands=cmds,
observations=obs_map.get(row["uuid"]),
fingerprint_bounties=fp_map.get(row.get("ip", ""), []),
)
for obj in bundle.objects:
objs_by_id[obj.id] = obj
return stix2.Bundle(objects=list(objs_by_id.values()), allow_custom=True)