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Adversarial tests for L7 (environment mutation detection).
The slow attack this layer exists for:
install a package -> modify a config -> replace an executable -> exploit later
Each step is unremarkable alone. Only the sequence, against a frozen baseline,
is visible.
"""
import pytest
from ames.commit import ZERO_DIGEST
from ames.events import Capability, FileOp
from containment.broker import Broker
from containment.envstate import (
EnvStateError, EnvironmentBaseline, EnvironmentMonitor, MutationObservation,
MutationVerdict, PathClass, PathPolicy, normalise,
)
from containment.policy import CapabilityPolicy, CapabilityRequest
def d(b: int) -> bytes:
return bytes([b]) * 32
def obs(path, before=1, after=2, op=FileOp.WRITE, actor=100, ts=1000):
return MutationObservation(path, op,
d(before) if before else ZERO_DIGEST,
d(after) if after else ZERO_DIGEST, ts, actor)
def sealed_baseline(**files):
b = EnvironmentBaseline()
for path, val in files.items():
b.add(path.replace("__", "/"), d(val))
b.seal()
return b
# ---------------------------------------------------------------------------
# Path classification -- decided AFTER normalisation
# ---------------------------------------------------------------------------
@pytest.mark.parametrize("path,expected", [
("/rootfs/lib/libc.so", PathClass.IMMUTABLE),
("/usr/bin/python3", PathClass.IMMUTABLE),
("/etc/passwd", PathClass.IMMUTABLE),
("/workspace/out.txt", PathClass.MUTABLE),
("/tmp/scratch", PathClass.EPHEMERAL),
])
def test_classification(path, expected):
assert PathPolicy().classify(path) is expected
@pytest.mark.parametrize("path", [
"/workspace/../rootfs/libc.so",
"/workspace/a/b/../../../usr/bin/python3",
"/tmp/../etc/shadow",
"/workspace/./../../etc/passwd",
])
def test_traversal_cannot_launder_an_immutable_path(path):
"""A path that classifies differently before and after normalisation is a
bypass. Resolution must happen first."""
assert PathPolicy().classify(path) is PathClass.IMMUTABLE
def test_unknown_regions_default_to_immutable():
"""An unclassified path that turns out to be writable is a hole; a false
alarm is only noise."""
assert PathPolicy().classify("/some/new/mount") is PathClass.IMMUTABLE
def test_sibling_prefix_is_not_a_child():
"""'/rootfs-evil' must not pass as living under '/rootfs'."""
p = PathPolicy(immutable_prefixes=("/rootfs",), mutable_prefixes=("/workspace",))
assert p.classify("/rootfs-evil/x") is PathClass.IMMUTABLE # unknown -> immutable
assert p.classify("/rootfs/x") is PathClass.IMMUTABLE
@pytest.mark.parametrize("bad", ["relative/path", "", "/x\x00y"])
def test_malformed_paths_rejected(bad):
with pytest.raises(EnvStateError):
normalise(bad)
def test_climbing_above_root_resolves_to_root_not_an_error():
"""POSIX resolves '/..' back to '/', so this is a legitimate path meaning
'/escape' -- which then classifies as an unknown region, i.e. immutable."""
assert normalise("/../escape") == "/escape"
assert PathPolicy().classify("/../escape") is PathClass.IMMUTABLE
@pytest.mark.parametrize("path,expected", [
("//rootfs/libc.so", "/rootfs/libc.so"),
("///workspace/a", "/workspace/a"),
("//workspace/x", "/workspace/x"),
])
def test_leading_slashes_are_collapsed(path, expected):
"""POSIX leaves exactly two leading slashes implementation-defined and
Python preserves them, so '//rootfs/x' would miss the '/rootfs' prefix."""
assert normalise(path) == expected
def test_double_slash_cannot_dodge_immutable_classification():
assert PathPolicy().classify("//rootfs/libc.so") is PathClass.IMMUTABLE
assert PathPolicy().classify("//workspace/out.txt") is PathClass.MUTABLE
# ---------------------------------------------------------------------------
# The signal this layer exists for
# ---------------------------------------------------------------------------
def test_write_to_readonly_region_means_a_layer_below_failed():
"""L1 makes the rootfs read-only structurally. A write there is not a policy
violation to be scored -- it is evidence the invariant did not hold."""
m = EnvironmentMonitor(sealed_baseline(__rootfs__libc_so=1))
v = m.observe(obs("/rootfs/libc_so"))
assert v is MutationVerdict.IMPOSSIBLE
assert m.containment_failed
def test_unexplained_write_in_writable_region_is_flagged():
"""The interesting signal is not 'a file changed', it is 'a file changed and
no permitted action explains it'."""
m = EnvironmentMonitor(sealed_baseline(__workspace__out_txt=1))
v = m.observe(obs("/workspace/out_txt"), granted_write_paths=frozenset())
assert v is MutationVerdict.UNEXPLAINED
assert not m.containment_failed
def test_granted_write_is_expected():
m = EnvironmentMonitor(sealed_baseline(__workspace__out_txt=1))
v = m.observe(obs("/workspace/out_txt"),
granted_write_paths=frozenset({"/workspace/out_txt"}))
assert v is MutationVerdict.EXPECTED
def test_grant_for_one_path_does_not_cover_another():
m = EnvironmentMonitor(sealed_baseline(__workspace__a=1, __workspace__b=1))
assert m.observe(obs("/workspace/b"),
granted_write_paths=frozenset({"/workspace/a"})) is MutationVerdict.UNEXPLAINED
def test_ephemeral_writes_are_not_noise():
m = EnvironmentMonitor(sealed_baseline())
assert m.observe(obs("/tmp/scratch")) is MutationVerdict.EXPECTED
# ---------------------------------------------------------------------------
# Correlation with L2 -- the actual join
# ---------------------------------------------------------------------------
def test_end_to_end_with_the_real_broker():
"""L2 decides; L7 checks what actually happened against what was permitted."""
pol = CapabilityPolicy(allowed_write_paths=frozenset({"/workspace/allowed.txt"}))
broker = Broker(pol)
broker.request(CapabilityRequest(Capability.FILE_WRITE, "/workspace/allowed.txt"))
broker.request(CapabilityRequest(Capability.FILE_WRITE, "/workspace/denied.txt"))
granted = frozenset(
dec.request.resource for dec in broker.history if dec.verdict.granted
)
assert granted == {"/workspace/allowed.txt"}
m = EnvironmentMonitor(sealed_baseline(__workspace__allowed_txt=1,
__workspace__denied_txt=1))
assert m.observe(obs("/workspace/allowed.txt"), granted) is MutationVerdict.EXPECTED
# The agent wrote it anyway -- refusal at the broker does not stop a write
# that bypasses the broker, which is exactly why this layer exists.
assert m.observe(obs("/workspace/denied.txt"), granted) is MutationVerdict.UNEXPLAINED
# ---------------------------------------------------------------------------
# Baseline integrity
# ---------------------------------------------------------------------------
def test_baseline_cannot_be_modified_after_sealing():
"""A reference an adversary can move is not a reference. This is the failure
mode of anomaly detectors retrained on live traffic."""
b = sealed_baseline(__workspace__a=1)
with pytest.raises(EnvStateError, match="sealed"):
b.add("/workspace/evil", d(9))
def test_monitor_requires_a_sealed_baseline():
b = EnvironmentBaseline()
b.add("/workspace/a", d(1))
with pytest.raises(EnvStateError, match="seal"):
EnvironmentMonitor(b)
def test_root_is_order_independent():
"""The root must be a function of the file SET, not of collector walk order."""
a, b = EnvironmentBaseline(), EnvironmentBaseline()
for p, v in [("/workspace/a", 1), ("/workspace/b", 2), ("/workspace/c", 3)]:
a.add(p, d(v))
for p, v in [("/workspace/c", 3), ("/workspace/a", 1), ("/workspace/b", 2)]:
b.add(p, d(v))
assert a.seal() == b.seal()
def test_empty_baseline_has_a_distinct_root():
assert EnvironmentBaseline().seal() == ZERO_DIGEST
def test_any_content_change_moves_the_root():
m = EnvironmentMonitor(sealed_baseline(__workspace__a=1))
before = m.current_root()
assert not m.drifted
m.observe(obs("/workspace/a", 1, 2), frozenset({"/workspace/a"}))
assert m.current_root() != before
assert m.drifted
def test_creation_and_deletion_both_move_the_root():
m = EnvironmentMonitor(sealed_baseline(__workspace__a=1))
m.observe(obs("/workspace/new", before=None, after=5), frozenset({"/workspace/new"}))
after_create = m.current_root()
assert after_create != m.baseline.root()
m.observe(obs("/workspace/a", before=1, after=None), frozenset({"/workspace/a"}))
assert m.current_root() not in (after_create, m.baseline.root())
def test_deleting_then_recreating_identical_content_restores_the_root():
"""Round-tripping must be visible in the observation log even though the
resulting state matches -- the log is the record, the root is only a summary."""
m = EnvironmentMonitor(sealed_baseline(__workspace__a=1))
base = m.baseline.root()
g = frozenset({"/workspace/a"})
m.observe(obs("/workspace/a", before=1, after=None), g)
assert m.drifted
m.observe(obs("/workspace/a", before=None, after=1), g)
assert m.current_root() == base and not m.drifted
assert len(m.observations) == 2, "the round trip must remain in the log"
def test_rollback_target_is_the_sealed_baseline():
m = EnvironmentMonitor(sealed_baseline(__workspace__a=1))
m.observe(obs("/workspace/a"), frozenset({"/workspace/a"}))
assert m.rollback_target() == m.baseline.root()
# ---------------------------------------------------------------------------
# Collector hygiene
# ---------------------------------------------------------------------------
def test_noop_observation_rejected():
"""A collector reporting unchanged files would let real changes hide in the
volume it generates."""
with pytest.raises(EnvStateError, match="before == after"):
MutationObservation("/workspace/a", FileOp.WRITE, d(1), d(1), 1, 1)
@pytest.mark.parametrize("bad", [b"short", b"", "notbytes", b"x" * 33])
def test_digests_must_be_32_bytes(bad):
with pytest.raises(EnvStateError):
MutationObservation("/workspace/a", FileOp.WRITE, bad, d(2), 1, 1)
def test_creation_and_deletion_flags_follow_the_digests():
assert obs("/workspace/a", before=None, after=5).is_creation
assert obs("/workspace/a", before=5, after=None).is_deletion
# ---------------------------------------------------------------------------
# The slow attack, end to end
# ---------------------------------------------------------------------------
def test_the_patient_sequence_is_visible_against_the_baseline():
"""No single step is alarming. The point is that all of them are recorded and
the ones nothing explains are separable afterwards."""
m = EnvironmentMonitor(sealed_baseline(
__workspace__app_conf=1, __workspace__helper_sh=1, __usr__bin__python3=1))
granted = frozenset({"/workspace/app_conf"})
m.observe(obs("/workspace/app_conf", 1, 2), granted) # permitted config edit
m.observe(obs("/workspace/helper_sh", 1, 2), granted) # unexplained
m.observe(obs("/usr/bin/python3", 1, 2), granted) # impossible
s = m.summary()
assert s["expected"] == 1 and s["unexplained"] == 1 and s["impossible"] == 1
assert m.containment_failed
assert [o.path for o in m.by_verdict(MutationVerdict.UNEXPLAINED)] == ["/workspace/helper_sh"]
def test_high_event_volume_does_not_require_rehashing_content():
"""Cost model: the polling design re-read file CONTENT every second. Here an
observation touches one entry and the root is recomputed over digests only."""
b = EnvironmentBaseline()
for i in range(500):
b.add(f"/workspace/f{i}", d(i % 256))
b.seal()
m = EnvironmentMonitor(b)
g = frozenset(f"/workspace/f{i}" for i in range(500))
for i in range(500):
m.observe(obs(f"/workspace/f{i}", i % 256, (i + 1) % 256), g)
assert len(m.observations) == 500
assert m.summary()["expected"] == 500
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