feat: problem rules v1 brute-force, privilege spike, host silence (d1-3)

- Threshold rules on ingest; heartbeat auto-resolves host silence

- Config thresholds in sac-api.env; unit tests

Co-authored-by: Cursor <cursoragent@cursor.com>
This commit is contained in:
PTah
2026-05-28 09:51:05 +10:00
parent 83f48dce97
commit 64b5ef297a
7 changed files with 450 additions and 35 deletions
+8
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@@ -56,6 +56,14 @@ class Settings(BaseSettings):
# Окно корреляции Problems: host + type + rule в одном open Problem
sac_problem_correlation_window_minutes: int = 60
# rule:brute_force_burst — ssh.login.failed / rdp.login.failed
sac_brute_force_window_minutes: int = 15
sac_brute_force_threshold: int = 30
# rule:privilege_spike — privilege.sudo.command
sac_privilege_spike_window_minutes: int = 10
sac_privilege_spike_threshold: int = 10
@lru_cache
def get_settings() -> Settings:
+199
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@@ -0,0 +1,199 @@
"""Problem rule evaluators (v1): brute-force, privilege spike, host silence."""
from __future__ import annotations
from dataclasses import dataclass
from datetime import datetime, timedelta, timezone
from sqlalchemy import func, select
from sqlalchemy.orm import Session
from app.config import get_settings
from app.models import Event, Host
from app.services.host_health import HEARTBEAT_TYPE, agent_status
BRUTE_FAILED_TYPES = frozenset({"ssh.login.failed", "rdp.login.failed"})
PRIVILEGE_SUDO_TYPE = "privilege.sudo.command"
RULE_BRUTE_FORCE = "rule:brute_force_burst"
RULE_PRIVILEGE_SPIKE = "rule:privilege_spike"
RULE_HOST_SILENCE = "rule:host_silence"
@dataclass(frozen=True)
class RuleMatch:
rule_id: str
correlation_type: str
title: str
summary: str
severity: str
fingerprint_suffix: str = ""
def _now() -> datetime:
return datetime.now(timezone.utc)
def _event_source_ip(event: Event) -> str:
details = event.details if isinstance(event.details, dict) else {}
ip = details.get("source_ip") or details.get("ip")
return str(ip) if ip else "unknown"
def count_events_in_window(
db: Session,
*,
host_id: int,
event_type: str,
since: datetime,
source_ip: str | None = None,
) -> int:
rows = db.scalars(
select(Event).where(
Event.host_id == host_id,
Event.type == event_type,
Event.occurred_at >= since,
)
).all()
if source_ip is None:
return len(rows)
return sum(1 for e in rows if _event_source_ip(e) == source_ip)
def last_heartbeat_at(db: Session, host_id: int) -> datetime | None:
return db.scalar(
select(func.max(Event.received_at)).where(
Event.host_id == host_id,
Event.type == HEARTBEAT_TYPE,
)
)
def evaluate_brute_force_burst(db: Session, event: Event) -> RuleMatch | None:
if event.type not in BRUTE_FAILED_TYPES:
return None
settings = get_settings()
source_ip = _event_source_ip(event)
since = _now() - timedelta(minutes=settings.sac_brute_force_window_minutes)
count = count_events_in_window(
db,
host_id=event.host_id,
event_type=event.type,
since=since,
source_ip=source_ip,
)
if count < settings.sac_brute_force_threshold:
return None
return RuleMatch(
rule_id=RULE_BRUTE_FORCE,
correlation_type=event.type,
fingerprint_suffix=f"ip{source_ip}",
title=f"Brute-force burst: {count} failed logins",
summary=(
f"{count} событий {event.type} за {settings.sac_brute_force_window_minutes} мин "
f"(IP {source_ip}, порог {settings.sac_brute_force_threshold})"
),
severity="high",
)
def evaluate_privilege_spike(db: Session, event: Event) -> RuleMatch | None:
if event.type != PRIVILEGE_SUDO_TYPE:
return None
settings = get_settings()
since = _now() - timedelta(minutes=settings.sac_privilege_spike_window_minutes)
count = count_events_in_window(
db,
host_id=event.host_id,
event_type=event.type,
since=since,
)
if count < settings.sac_privilege_spike_threshold:
return None
return RuleMatch(
rule_id=RULE_PRIVILEGE_SPIKE,
correlation_type=event.type,
title=f"Privilege spike: {count} sudo commands",
summary=(
f"{count} событий {event.type} за {settings.sac_privilege_spike_window_minutes} мин "
f"(порог {settings.sac_privilege_spike_threshold})"
),
severity="warning" if count < settings.sac_privilege_spike_threshold * 2 else "high",
)
def evaluate_host_silence(db: Session, event: Event) -> RuleMatch | None:
if event.type == HEARTBEAT_TYPE:
return None
settings = get_settings()
hb = last_heartbeat_at(db, event.host_id)
if hb is None:
return None
if agent_status(hb, stale_minutes=settings.sac_heartbeat_stale_minutes, now=_now()) != "stale":
return None
host = db.get(Host, event.host_id)
hostname = host.hostname if host else f"host#{event.host_id}"
age_min = int((_now() - hb.replace(tzinfo=timezone.utc if hb.tzinfo is None else hb.tzinfo)).total_seconds() // 60)
return RuleMatch(
rule_id=RULE_HOST_SILENCE,
correlation_type="host.silence",
title=f"Host silence: {hostname}",
summary=(
f"Нет свежего agent.heartbeat более {settings.sac_heartbeat_stale_minutes} мин "
f"(последний ~{age_min} мин назад)"
),
severity="high",
)
def evaluate_immediate_high(event: Event) -> RuleMatch | None:
"""Одиночные high/critical и известные типы (ban, mass bruteforce)."""
problem_types = frozenset({"ssh.ip.banned", "ssh.bruteforce.mass"})
if event.severity not in frozenset({"high", "critical"}) and event.type not in problem_types:
return None
rule_id = "high_severity" if event.severity in frozenset({"high", "critical"}) else f"type:{event.type}"
return RuleMatch(
rule_id=rule_id,
correlation_type=event.type,
title=event.title,
summary=event.summary,
severity=event.severity,
)
def resolve_host_silence_problems(db: Session, host_id: int) -> int:
"""Закрыть open/ack host silence при свежем heartbeat."""
from app.models import Problem
problems = db.scalars(
select(Problem).where(
Problem.host_id == host_id,
Problem.rule_id == RULE_HOST_SILENCE,
Problem.status.in_(("open", "acknowledged")),
)
).all()
for problem in problems:
problem.status = "resolved"
if problems:
db.flush()
return len(problems)
def build_fingerprint(host_id: int, correlation_type: str, rule_id: str, suffix: str = "") -> str:
base = f"h{host_id}"
if suffix:
base = f"{base}:{suffix}"
return f"{base}:t{correlation_type}:r{rule_id}"
def pick_rule_match(db: Session, event: Event) -> RuleMatch | None:
"""Первое сработавшее правило (приоритет: burst → spike → silence → immediate)."""
for evaluator in (
evaluate_brute_force_burst,
evaluate_privilege_spike,
evaluate_host_silence,
):
match = evaluator(db, event)
if match is not None:
return match
return evaluate_immediate_high(event)
+39 -33
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@@ -1,36 +1,24 @@
"""Auto-create Problems from ingested events (MVP rules + correlation)."""
"""Auto-create Problems from ingested events (rules + correlation)."""
from datetime import datetime, timedelta, timezone
from datetime import datetime, timezone
from sqlalchemy import select
from sqlalchemy.orm import Session
from app.config import get_settings
from app.models import Event, Problem, ProblemEvent
PROBLEM_TYPES = frozenset(
{
"ssh.ip.banned",
"ssh.bruteforce.mass",
}
from app.services.host_health import HEARTBEAT_TYPE
from app.services.problem_rules import (
RuleMatch,
build_fingerprint,
pick_rule_match,
resolve_host_silence_problems,
)
HIGH_SEVERITIES = frozenset({"high", "critical"})
def problem_rule_id(event: Event) -> str | None:
if event.severity in HIGH_SEVERITIES:
return "high_severity"
if event.type in PROBLEM_TYPES:
return f"type:{event.type}"
return None
def problem_fingerprint(host_id: int, event_type: str, rule_id: str) -> str:
return f"h{host_id}:t{event_type}:r{rule_id}"
def _correlation_cutoff(now: datetime) -> datetime:
from datetime import timedelta
minutes = get_settings().sac_problem_correlation_window_minutes
return now - timedelta(minutes=minutes)
@@ -48,17 +36,20 @@ def _append_event(db: Session, problem: Problem, event: Event) -> None:
problem.event_count = (problem.event_count or 0) + 1
problem.last_seen_at = event.occurred_at
problem.updated_at = datetime.now(timezone.utc)
if event.severity in HIGH_SEVERITIES and problem.severity not in HIGH_SEVERITIES:
if event.severity in {"high", "critical"} and problem.severity not in {"high", "critical"}:
problem.severity = event.severity
db.flush()
def maybe_create_problem(db: Session, event: Event) -> tuple[Problem | None, bool]:
rule_id = problem_rule_id(event)
if rule_id is None:
return None, False
fingerprint = problem_fingerprint(event.host_id, event.type, rule_id)
def open_or_append_problem(
db: Session, event: Event, match: RuleMatch
) -> tuple[Problem, bool]:
fingerprint = build_fingerprint(
event.host_id,
match.correlation_type,
match.rule_id,
match.fingerprint_suffix,
)
now = datetime.now(timezone.utc)
cutoff = _correlation_cutoff(now)
@@ -75,15 +66,18 @@ def maybe_create_problem(db: Session, event: Event) -> tuple[Problem | None, boo
)
if open_problem:
_append_event(db, open_problem, event)
if match.severity in {"high", "critical"} and open_problem.severity not in {"high", "critical"}:
open_problem.severity = match.severity
open_problem.summary = match.summary
return open_problem, False
problem = Problem(
host_id=event.host_id,
title=event.title,
summary=event.summary,
severity=event.severity,
title=match.title,
summary=match.summary,
severity=match.severity,
status="open",
rule_id=rule_id,
rule_id=match.rule_id,
fingerprint=fingerprint,
event_count=1,
last_seen_at=event.occurred_at,
@@ -93,3 +87,15 @@ def maybe_create_problem(db: Session, event: Event) -> tuple[Problem | None, boo
db.add(ProblemEvent(problem_id=problem.id, event_id=event.id))
db.flush()
return problem, True
def maybe_create_problem(db: Session, event: Event) -> tuple[Problem | None, bool]:
if event.type == HEARTBEAT_TYPE:
resolve_host_silence_problems(db, event.host_id)
return None, False
match = pick_rule_match(db, event)
if match is None:
return None, False
return open_or_append_problem(db, event, match)
+184
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@@ -0,0 +1,184 @@
"""Unit tests for problem rules v1."""
import uuid
from datetime import datetime, timedelta, timezone
import pytest
from sqlalchemy import select
from app.config import get_settings
from app.models import Event, Problem
from app.services.ingest import ingest_event
from app.services.problem_rules import (
RULE_BRUTE_FORCE,
RULE_HOST_SILENCE,
RULE_PRIVILEGE_SPIKE,
evaluate_brute_force_burst,
evaluate_host_silence,
evaluate_privilege_spike,
last_heartbeat_at,
)
from app.services.problems import maybe_create_problem
from tests.test_ingest import VALID_EVENT
def _payload(**overrides):
now = datetime.now(timezone.utc).astimezone().isoformat(timespec="seconds")
base = {
**VALID_EVENT,
"event_id": str(uuid.uuid4()),
"occurred_at": now,
}
base.update(overrides)
return base
def _ingest(db, **overrides):
event, _ = ingest_event(db, _payload(**overrides))
db.flush()
return event
@pytest.fixture
def rule_settings(monkeypatch):
monkeypatch.setenv("SAC_BRUTE_FORCE_THRESHOLD", "3")
monkeypatch.setenv("SAC_BRUTE_FORCE_WINDOW_MINUTES", "15")
monkeypatch.setenv("SAC_PRIVILEGE_SPIKE_THRESHOLD", "3")
monkeypatch.setenv("SAC_PRIVILEGE_SPIKE_WINDOW_MINUTES", "10")
monkeypatch.setenv("SAC_HEARTBEAT_STALE_MINUTES", "60")
get_settings.cache_clear()
yield
get_settings.cache_clear()
def test_brute_force_burst_at_threshold(db_session, rule_settings):
for _ in range(3):
_ingest(
db_session,
type="ssh.login.failed",
severity="warning",
title="failed",
summary="fail",
details={"source_ip": "10.0.0.9"},
)
event = _ingest(
db_session,
type="ssh.login.failed",
severity="warning",
title="failed",
summary="fail",
details={"source_ip": "10.0.0.9"},
)
match = evaluate_brute_force_burst(db_session, event)
assert match is not None
assert match.rule_id == RULE_BRUTE_FORCE
problem, created = maybe_create_problem(db_session, event)
assert created is True
assert problem.rule_id == RULE_BRUTE_FORCE
def test_brute_force_below_threshold(db_session, rule_settings):
event = _ingest(
db_session,
type="ssh.login.failed",
severity="warning",
title="failed",
summary="fail",
details={"source_ip": "10.0.0.1"},
)
assert evaluate_brute_force_burst(db_session, event) is None
def test_privilege_spike_at_threshold(db_session, rule_settings):
for _ in range(2):
_ingest(
db_session,
type="privilege.sudo.command",
severity="warning",
title="sudo",
summary="sudo cmd",
)
event = _ingest(
db_session,
type="privilege.sudo.command",
severity="warning",
title="sudo",
summary="sudo cmd",
)
match = evaluate_privilege_spike(db_session, event)
assert match is not None
assert match.rule_id == RULE_PRIVILEGE_SPIKE
problem, created = maybe_create_problem(db_session, event)
assert created is True
assert problem.rule_id == RULE_PRIVILEGE_SPIKE
def test_host_silence_when_heartbeat_stale(db_session, rule_settings):
hb = _ingest(
db_session,
type="agent.heartbeat",
category="agent",
severity="info",
title="hb",
summary="heartbeat",
)
hb.received_at = datetime.now(timezone.utc) - timedelta(hours=2)
db_session.flush()
assert last_heartbeat_at(db_session, hb.host_id) is not None
event = _ingest(
db_session,
type="ssh.login.success",
severity="info",
title="ok",
summary="login",
)
match = evaluate_host_silence(db_session, event)
assert match is not None
assert match.rule_id == RULE_HOST_SILENCE
problem, created = maybe_create_problem(db_session, event)
assert created is True
assert problem.rule_id == RULE_HOST_SILENCE
def test_heartbeat_resolves_host_silence(db_session, rule_settings):
hb_old = _ingest(
db_session,
type="agent.heartbeat",
category="agent",
severity="info",
title="hb",
summary="heartbeat",
)
hb_old.received_at = datetime.now(timezone.utc) - timedelta(hours=2)
db_session.flush()
trigger = _ingest(
db_session,
type="ssh.login.success",
severity="info",
title="ok",
summary="login",
)
maybe_create_problem(db_session, trigger)
db_session.flush()
open_silence = db_session.scalar(
select(Problem).where(
Problem.rule_id == RULE_HOST_SILENCE,
Problem.status == "open",
)
)
assert open_silence is not None
fresh_hb = _ingest(
db_session,
type="agent.heartbeat",
category="agent",
severity="info",
title="hb fresh",
summary="heartbeat ok",
)
maybe_create_problem(db_session, fresh_hb)
db_session.refresh(open_silence)
assert open_silence.status == "resolved"