feat(go): advance validation sidecar toward production

This commit is contained in:
Luna 2026-07-22 01:52:19 -07:00
parent 6a06eba255
commit f85c2e831a
No known key found for this signature in database
92 changed files with 8881 additions and 91 deletions

View file

@ -331,7 +331,7 @@ Store paths derive from `log_dir`: `listener-baseline.json`,
---
## 1.8 Port parity notes (Go 2.0)
## 1.8 Port parity notes (Go port)
What the Go agent must reproduce to be behavior-equivalent for this subsystem:
@ -349,7 +349,8 @@ What the Go agent must reproduce to be behavior-equivalent for this subsystem:
the other wrote.
- **Reconcile-before-cooldown** ordering and 60s per-key cooldown (§1.6).
Current Go status (as of this writing): poll detectors are ported and pass the
parity fixture, but baselines are still **injected from fixtures** — the store
package, live SUID walk, and the daemon-equivalent lifecycle above are the
work this document specifies.
Current Go status: poll detectors pass the parity fixture. The baseline store,
live SUID walk, startup grace, persistence scan, and first-seen retention are
implemented behind the sidecar's explicit `--state-dir` lifecycle. Fixture mode
continues to inject state and never touches a live store. Production service
cutover remains outside this acceptance slice.

View file

@ -0,0 +1,276 @@
<!-- SPDX-License-Identifier: GPL-3.0-or-later -->
# 2. Poll Detectors
Scope: the per-detector behavioral contract for the twelve pure detectors in
`detectors/`. Each is a `detect(state, cfg) -> Iterable[Alert]` over the
`SystemState` built in §1. This section documents, per detector, the inputs it
reads, the match algorithm, the exact alert it emits, and its allow-list /
fail-open rules. The registry order and the baseline-arming gate are in §1.3 /
§1.5; the alert fields and dedup keying are in §1.1.
Every detector is fail-open by inheritance: it reads already-captured
`SystemState` fields, and missing `/proc`/`ss` data is an empty value, never an
exception.
## 2.0 Signature summary
The stable contract. A port emitting a different SID, severity, classtype, or
key for the same condition is a parity break.
| SID | signature | severity | classtype | key |
|-----|-----------|----------|-----------|-----|
| 100010 | `reverse_shell` | CRITICAL | `c2-reverse-shell` | `rsh:<pid>` |
| 100011 | `ld_preload` | CRITICAL | `rootkit-preload` | `ldp:global`, `ldp:<pid>` |
| 100012 | `deleted_exe` | CRITICAL | `fileless-execution` | `del:<pid>` |
| 100013 | `new_listener` | HIGH | `backdoor-listener` | `lis:<port>/<comm>` |
| 100014 | `new_suid` | CRITICAL / HIGH | `privilege-escalation` | `suid:<path>` |
| 100015 | `persistence` | HIGH | `persistence` | `persist:<path>` |
| 100016 | `egress` | HIGH | `c2-exfil` | `egr:<pid>:<host>` |
| 100032 | `input_snooper` | HIGH | `credential-keylogging` | `input:<pid>:<target>` |
| 100033 | `credential_access` | CRITICAL | `credential-theft` | `cred:<pid>:<target>` |
| 100036 | `stealth_network` | MEDIUM / HIGH | `covert-channel` | `stealthnet:<kind>:<pid>:<local>:<peer>` |
| 100039 | `memory_obfuscation` | HIGH / CRITICAL | `memory-obfuscation` | `mem:memory_obfuscation:<pid>:<lo>-<hi>` |
| 100048 | `process_hiding_library` | CRITICAL | `process-hiding` | `mem:process_hiding_library:<pid>:<lo>-<hi>` |
| 100049 | `process_injection_library` | HIGH | `process-injection` | `mem:process_injection_library:<pid>:<lo>-<hi>` |
| 100074 | `first_public_destination` | MEDIUM | `network-rarity` | `firstdest:<comm>:<ip:port>` |
| 100075 | `first_listener_port` | MEDIUM | `network-rarity` | `firstlisten:<comm>:<port>` |
`<lo>-<hi>` are the map bounds formatted as lowercase hex (`{start:x}-{end:x}`).
Allow-list config keys and their defaults live in `config.py`; this section
names each key where used. The Go port mirrors the same defaults (see
`go-agent/internal/config`), so the values are asserted by config tests, not
repeated here.
---
## 2.1 Shared address helpers (`netutil.py`)
Used by `egress`, `stealth_network`, and `first_seen`.
- `split_host_port(endpoint)` — splits an `ss` endpoint. If it starts with `[`,
partition on `]` (IPv6, e.g. `[::1]:22``::1`, `22`); else `rpartition(":")`
(e.g. `10.0.0.2%eth0:443``10.0.0.2%eth0`, `443`). Returns `(host, port)`
strings.
- `parse_addr(addr)` — strips `[]`, drops an IPv6 `%zone`, returns an
`ipaddress` object or `None`.
- `is_public_ip(addr)``True` only if `parse_addr(...).is_global`: excludes
loopback, RFC1918, link-local, CGNAT (100.64/10), and other non-global
ranges. Unparseable → `False`.
- `ip_in_cidrs(addr, cidrs)``True` if `addr` is inside any CIDR (the operator
trust list); version-matched; bad CIDRs skipped.
## 2.2 Package provenance (`provenance.py`)
Used by `new_listener` (§2.11) as an optional suppressor.
`package_owner(path)` returns the owning package string or `None`, using the
first available of `pacman -Qo` / `dpkg -S` / `rpm -qf` (5s timeout each, cached
via `lru_cache`; `(deleted)` suffix stripped first). `is_package_owned(path) =
package_owner(path) is not None`. **Contract:** ownership *ranks/explains*, it
never proves safety — it may suppress a `new_listener` alert but is never used
to silently drop anything else.
---
## 2.3 `reverse_shell` — SID 100010, CRITICAL
Interpreter process with a **network** socket on its stdio.
- Input: `state.processes`, `state.net_peer_by_inode`.
- Match, per process: `proc.comm in cfg.interpreters`; `proc.stdio_socket_inode()`
is not `None` (fd 0/1/2 links to `socket:[…]`); and that inode appears in the
network socket table (`net_peer_by_inode`). The last condition is what
excludes benign unix sockets / pipes and keeps false positives near zero.
- Emit: key `rsh:<pid>`, `pids=(pid,)`, detail
`pid=… comm=… stdio=net-socket peer=[local -> peer] cmd=[<cmdline first 90>]`.
- Config: `interpreters` allow-*set of shell/scripting comms* (membership means
"watch", not "trust").
## 2.4 `ld_preload` — SID 100011, CRITICAL
Two independent signatures, same SID:
1. **Global**`/etc/ld.so.preload` exists and is non-empty (fail-open read).
Key `ldp:global`, no pids, detail includes the file contents (newlines →
spaces).
2. **Per-process** — a process whose `environ["LD_PRELOAD"]` starts with a
suspicious prefix: `("/tmp/", "/dev/shm/", "/var/tmp/", "/run/user/", "./")`.
Key `ldp:<pid>`, `pids=(pid,)`.
Note the global check reads `/etc/ld.so.preload` directly (not the injected
`state`), so a port must read it live inside the detector or supply it on state.
## 2.5 `deleted_exe` — SID 100012, CRITICAL
Process running from a deleted or memfd-backed binary in an attacker-controlled
location.
- Match: `proc.exe` is fileless — `"memfd:" in exe`, **or** `"(deleted)" in exe`
**and** `exe` starts with `("/tmp/", "/dev/shm/", "/var/tmp/", "/run/")`.
Normal-path deleted exes (a daemon still running after a package upgrade) are
ignored on purpose.
- Emit: key `del:<pid>`, `pids=(pid,)`, detail `pid=… comm=… exe=[…]`.
## 2.6 `input_snooper` — SID 100032, HIGH
Process holding a keyboard/HID event device open (keylogger tell).
- Match, per process: skip if `comm in cfg.input_snooper_allow_comms`; then scan
`fd_targets` for a target starting with `("/dev/input/event", "/dev/uinput",
"/dev/hidraw")`. **First** matching fd emits and then `break` (at most one
alert per process).
- Emit: key `input:<pid>:<target>`, `pids=(pid,)`, detail
`pid=… comm=… fd=… has input device open: <target>`.
- Config: `input_snooper_allow_comms` (display servers, compositors, remappers).
## 2.7 `credential_access` — SID 100033, CRITICAL
Live process with a sensitive credential file open.
- Match, per process: skip if `comm in cfg.credential_access_allow_comms`; then
per fd target (with a trailing ` (deleted)` stripped), classify via
`_sensitive_kind`, first hit emits then `break`. Classification precedence:
1. exact file in `{/etc/shadow, /etc/gshadow, /etc/security/opasswd}`
"system credential database";
2. matches `cfg.credential_access_extra_paths` (entry ending `/` = prefix;
else exact or `entry/` prefix) → "configured credential path";
3. path contains `/.ssh/` and basename starts `id_` or ends `.pem`/`.key`
"private SSH key";
4. path under `/etc/NetworkManager/system-connections/` → "NetworkManager
secret profile";
5. basename in `{logins.json, key4.db, "Login Data", Cookies}` **and** path
(lowercased) contains a browser marker (`/.mozilla/`, `/firefox/`,
`/chromium/`, `/google-chrome/`, `/chrome/`, `/brave`, `/vivaldi/`,
`/edge/`) → "browser credential store".
Non-absolute paths are never sensitive.
- Emit: key `cred:<pid>:<target>`, `pids=(pid,)`, detail
`pid=… comm=… fd=… has <kind> open: <target>`.
- Config: `credential_access_allow_comms`, `credential_access_extra_paths`.
## 2.8 `stealth_network` — SID 100036, MEDIUM or HIGH
Sockets in families attackers use to slide around TCP/UDP checks.
- Watched kinds: `{raw, sctp, dccp, packet, mptcp, tipc, xdp, vsock}` (matched
on `sock.kind.lower()`).
- Skip if: kind in `cfg.stealth_network_allow_kinds`; or `sock.comm` in
`cfg.stealth_network_allow_comms`; or `sock.state` is non-empty and **not** in
`{ESTAB, LISTEN, UNCONN, CONNECTED, SYN-SENT, SYN-RECV}`.
- Severity: HIGH if kind in `{raw, packet, xdp}`; else HIGH if `state == LISTEN`
or the peer is a public IP outside the egress trust list; else MEDIUM.
- Emit: key `stealthnet:<kind>:<pid>:<local>:<peer>`, `pids=(pid,)` only when
pid is known, detail `<kind> socket state=… local=… peer=… comm=<comm or ?>
pid=<pid or ?>`.
## 2.9 `egress` — SID 100016, HIGH
Interpreter holding an outbound connection to a public IP.
- Match, per `established_sockets()`: `s.comm in cfg.interpreters`; peer host is
public (`is_public_ip`); peer not in `cfg.egress_allow_cidrs`.
- Emit: key `egr:<pid>:<host>`, `pids=(pid,)` when pid known, detail
`pid=… comm=… -> <host>:<port> (interpreter to public IP)`.
## 2.10 `memory_obfuscation` — SIDs 100039 / 100048 / 100049
Inspects `/proc/<pid>/maps` shapes (never reads process memory). Per process,
each map is classified by `_indicator`; **at most one alert per signature per
process** (a per-process `seen` set). Precedence within a single map:
1. If `path` matches `cfg.memory_obfuscation_allow_paths` (prefix) → ignore.
2. `path` basename contains a hide hint (`libhide`, `libprocesshide`,
`process_hide`, `proc_hide`, `rootkit_hide`) → **`process_hiding_library`**,
SID 100048, CRITICAL, classtype `process-hiding`.
3. executable **and** library from a writable/runtime path (`/tmp/`, `/dev/shm/`,
`/var/tmp/`, `/run/user/` with a `.so`/`.so.`/`.dylib` in the name) →
**`process_injection_library`**, SID 100049, HIGH, classtype
`process-injection`.
4. executable **and** path contains `memfd:` or `(deleted)`
**`memory_obfuscation`**, SID 100039, CRITICAL.
5. executable **and** writable (RWX) → `memory_obfuscation`, HIGH.
6. executable **and** anonymous (`""`, `[heap]`, `[stack]`, `[anon…`,
`[stack:…`) → `memory_obfuscation`, HIGH.
The `memory_obfuscation` signature (only) is additionally suppressed when
`comm in cfg.memory_obfuscation_allow_comms` (JITs: java, node, browsers,
dotnet, qemu, wine, wasmtime). The library signatures are **not** suppressed by
that allow-list.
- Emit: key `mem:<signature>:<pid>:<lo>-<hi>`, `pids=(pid,)`, detail
`pid=… comm=… <indicator detail> range=<lo>-<hi>`.
## 2.11 `new_listener` — SID 100013, HIGH
New listening socket absent from the startup baseline (see §1.5.1). No-op when
`state.listener_baseline is None` (unarmed).
- Match, per `LISTEN` socket: identity `key = port/comm` where
`port = local.rpartition(":")[2]` and `comm` defaults `?`. Skip if key in
`state.listener_baseline`, or `port in cfg.listener_allow_ports`, or
`comm in cfg.listener_allow_comms`.
- Optional provenance gate: if `cfg.suppress_package_owned_listeners` and the
owning process's `exe` `is_package_owned`, skip.
- Emit: key `lis:<port>/<comm>`, `pids=(pid,)` when known, detail
`new listening socket <local> by comm=<comm>`.
## 2.12 `new_suid` — SID 100014, HIGH or CRITICAL
SUID/SGID binary not in the baseline. No-op when `state.suid_binaries is None`
**or** `state.suid_baseline is None` (see §1.5.3 — no alerts until an async scan
result exists).
- Match, per path in `state.suid_binaries` not in `state.suid_baseline`:
`hot = any(path.startswith(d.rstrip("/") + "/") for d in cfg.suid_hot_dirs)`.
- Severity: CRITICAL if hot (writable dir), else HIGH.
- Emit: key `suid:<path>`, no pids, detail
`SUID/SGID binary in writable dir: <path>` (hot) or `new SUID/SGID binary:
<path>`.
## 2.13 `persistence` — SID 100015, HIGH
Watched persistence-relevant file modified since the previous sweep. No-op when
`state.persist_since is None` (unarmed).
- Input: walk `cfg.watch_persistence` (a dir → recurse `os.walk`, a file →
itself). For each existing file, `mtime = os.lstat(path).st_mtime`
(unreadable → skip).
- Match: `mtime > state.persist_since` (the *previous* sweep's timestamp; §1.5.4).
- Emit: key `persist:<path>`, no pids, detail `persistence file modified:
<path>`.
## 2.14 `first_seen` — SIDs 100074 / 100075, MEDIUM
Network-rarity tracking with a self-owned persistent store. The store format,
the `initialized` learn-once semantics, and the restart asymmetry are specified
in §1.5.5 — not repeated here. Match summary:
- `first_public_destination` (100074): a `comm` reaches an `ESTAB` peer that is
a public IP:port not previously recorded for it. Key
`firstdest:<comm>:<ip:port>`, `pids=(pid,)` when known.
- `first_listener_port` (100075): a `comm` opens a `LISTEN`/`UNCONN` tcp/udp
socket on a numeric non-zero port not previously recorded for it. Key
`firstlisten:<comm>:<port>`.
Both only alert when the store is already `initialized`; the recording of the
new value happens regardless (so the alert fires once).
---
## 2.15 Port parity notes (Go port)
- The Go poll detectors for §2.3§2.14 are **ported and pass the parity
fixture** (`scripts/check-go-parity.py`), covering exact SID/severity/key/
classtype/detail output. This document is the human-readable form of that
fixture's contract.
- `first_seen`/`new_listener`/`new_suid`/`persistence` receive injected baseline
inputs in parity mode and use the opt-in live lifecycle described in §1 when
`--state-dir` is supplied.
- Watch two easily-missed rules when reviewing a port: the **first-match-then-
break** behavior in `input_snooper`/`credential_access` (one alert per
process), and the **per-signature `seen` dedup** in `memory_obfuscation` (one
alert per signature per process, precedence-ordered).
- `ld_preload`'s global check reads `/etc/ld.so.preload` **inside the detector**
(or from an injected state field), not from the shared `SystemState` process
view.

View file

@ -0,0 +1,147 @@
<!-- SPDX-License-Identifier: GPL-3.0-or-later -->
# 3. Event Detection
Scope: the transport-independent contract for exec and syscall events and the
rules that turn them into alerts. Python remains the oracle. The Go port
accepts replay fixtures and reproduces the alert envelopes. Its opt-in native
exec and syscall sources now feed the same contract through `cilium/ebpf`;
typed-host kernel transports remain a separate boundary.
Typed host-event rules are part of the same replay and catalog contract.
## 3.1 Exec events
`ExecEvent` fields are `pid`, `ppid`, `uid`, `parent_comm`, `filename`, and
`argv`. `argv` excludes `filename`.
- `exec_comm` is the POSIX basename of `filename`. A trailing slash therefore
produces an empty basename; ports must not clean the path first.
- `argv_str` is `filename` and every captured argv item joined with one space,
then stripped at both ends.
- Rules AND every condition they specify. Values within one condition are ORed.
- A rule with no positive condition is invalid. `parent_exclude` is a veto, not
a positive condition.
- `argv_regex` is case-insensitive and searches the whole `argv_str`.
Alert contract:
| Field | Value |
|---|---|
| signature | `exec_rule.<classtype>` |
| key | `exec:<sid>:<pid>` |
| pids | the event PID, even when zero |
| detail | `sid=<sid> <msg> — pid=… ppid=… parent=… exec=… argv=[…]` |
The argv text in detail is truncated to 120 characters. Built-ins:
| SID | Severity | Classtype | Match |
|---|---|---|---|
| 100001 | CRITICAL | `fileless-execution` | filename begins `/tmp/`, `/dev/shm/`, or `/var/tmp/` |
| 100002 | CRITICAL | `c2-reverse-shell` | reverse-shell regex in `argv_str` |
| 100003 | CRITICAL | `web-rce` | web/DB parent launches a configured interpreter basename |
| 100004 | HIGH | `ingress-tool-transfer` | curl/wget/fetch piped to a shell |
Configured rules are appended after built-ins from `[[exec_rules]]` tables in
`exec_rules_file`. Missing files mean built-ins only. Unknown severity strings
fall back to HIGH, matching Python.
## 3.2 Syscall events
`SyscallEvent` fields are `pid`, `ppid`, `uid`, `comm`, `syscall`, six unsigned
arguments (`arg0``arg5`), and optional `text`. Missing arguments are zero.
Alert contract:
| Field | Value |
|---|---|
| signature | `syscall_rule.<classtype>` |
| key | `syscall:<sid>:<pid>:<syscall>:<arg0-hex>:<arg2-hex>` |
| pids | the event PID |
| detail | rule metadata plus `arg0``arg3` formatted as prefixed lowercase hex |
Optional text is appended as ` text=[…]` and truncated to 80 characters.
| SID | Severity | Classtype | Match |
|---|---|---|---|
| 100060 | CRITICAL | `memory-obfuscation` | `mprotect`, arg2 contains both WRITE (`0x2`) and EXEC (`0x4`) |
| 100061 | CRITICAL | `memory-obfuscation` | `mmap`, arg2 contains WRITE and EXEC |
| 100062 | MEDIUM | `fileless-execution` | any `memfd_create` |
| 100063 | HIGH | `anti-analysis` | `ptrace` request TRACEME (`0`), ATTACH (`16`), or SEIZE (`0x4206`) |
| 100064 | MEDIUM | `anti-analysis` | any `seccomp`, or `prctl` arg0 `PR_SET_SECCOMP` (`22`) |
| 100065 | HIGH | `credential-access` | `process_vm_readv` or `process_vm_writev` |
| 100066 | MEDIUM | `memory-obfuscation` | `mlock`, `mlock2`, or `mlockall` |
## 3.3 Current Go acceptance boundary
`scripts/check-go-parity.py` replays shared JSON into both implementations and
compares decoded `enodia.event.v1` alert envelopes exactly. Acceptance requires:
- all four built-in exec rules plus one configured rule;
- all seven syscall rules and all ten host rules plus negative predicate cases;
- identical SID, severity, signature, classtype, key, detail, PID list, host,
and timestamp;
- no BPF/root/kernel dependency for replay mode.
Replay flags are `--exec-events`, `--syscall-events`, and `--host-events`.
They emit alert JSONL only and exit. They remain deterministic verification
surfaces independent of the live source.
`--ebpf-exec` loads a compiled tracepoint program with `cilium/ebpf`, captures
PID, parent PID, UID, caller comm, filename, and the first two arguments, then
passes each record through the same exec rule engine, shared cooldown gate, and
`enodia.event.v1` builder. Parent lookup uses CO-RE relocation against kernel
BTF. Startup and reader failures update `ebpf`/`ebpf_exec` status and leave the
poll loop running. The flag is opt-in and requires Go 1.25+ to build.
`--ebpf-syscall` attaches one raw-syscall entry tracepoint. An architecture-
specific map allows only `mprotect`, `mmap`, `memfd_create`, `ptrace`, `prctl`,
`seccomp`, `process_vm_readv`, `process_vm_writev`, `mlock`, `mlock2`, and
`mlockall` through the BPF program, plus `setuid` and `setgid`, avoiding a
user-space event for every host syscall. It captures the six arguments and the
memfd name before routing syscall events through SIDs `100060``100066`.
`setuid`/`setgid` become typed host events for SIDs `100071`/`100072`. The
portable `fchmodat`/`fchownat` calls, plus legacy `chmod`/`chown`/`lchown` on
amd64, become `chmod`/`chown` host events for SID `100070`. Relative paths are
resolved against `/proc/<pid>/cwd` before matching persistence prefixes. The
`capset` effective bitmap is decoded to canonical capability names for SID
`100077`. `finit_module` resolves its file descriptor through `/proc/<pid>/fd`
and supplies path/module fields to SID `100078`. Syscall numbers come from
build-target `golang.org/x/sys/unix` constants rather
than a hand-maintained architecture table. Static builds are exercised for
`amd64`, `arm64`, `riscv64`, and big-endian `s390x`.
## 3.4 Typed host events
`HostEvent` covers `tcp_connect`, `listen`, `bind`, `accept`, `file_write`,
`chmod`, `chown`, `setuid`, `setgid`, `capset`, and `module_load`. Compatibility
aliases accepted by `ruleops` are stable: `type`, `remote_*`, `bind_*`,
`listen_*`, `uid_target`, `gid_target`, `caps`, `cap_effective`, singular
`capability`, and module `name`. Numeric strings accept decimal/hex/octal;
absent target UID/GID values are `-1`, not zero.
Host alerts use signature `host_rule.<classtype>` and a key containing every
typed identity field. Capabilities are normalized uppercase for matching and
rendering. Built-in SIDs are `100067``100073` and `100076``100078`.
## 3.5 Mixed pipeline and catalog
`--event-stream` accepts mixed JSONL (or `-` for stdin), infers exec/syscall
events when no explicit type exists, and routes typed events through one
transport-independent rule set. `--rules-list` and `--rules-show` expose the
same sorted metadata and conditions as Python `ruleops`.
The native exec/syscall readers and all replay modes feed this boundary. The
syscall reader also supplies typed-host transports for root UID/GID transition
requests, persistence-path permission/ownership changes, and capability-set
requests. `finit_module` supplies module-load events with resolved paths.
Interpreter `write`, `writev`, `pwrite64`, `pwritev`, and `pwritev2` calls are
filtered by the same comm list as SID `100069`, correlated across raw syscall
enter/exit in a bounded BPF map, emitted only for positive byte counts, and
resolved through `/proc/<pid>/fd`. Successful
IPv4/IPv6 `connect` and `bind` calls use the same enter/exit correlation and
in-kernel interpreter filter for SIDs `100067`/`100073`. Connect events are
verified against `/proc/net/tcp{,6}` by socket inode so UDP cannot be mislabeled
as `tcp_connect`. Successful `listen`, `accept`, and `accept4` calls resolve
their socket FD to local/peer TCP endpoints through the same inode tables for
SIDs `100068`/`100076`. Every current typed-host event family now has a native
transport.

View file

@ -38,8 +38,8 @@ Written in port-priority order. Status reflects which documents exist.
| # | File | Covers | Status |
|---|------|--------|--------|
| 1 | [`01-sweep-and-state.md`](01-sweep-and-state.md) | `system.py` capture, `daemon.py` sweep loop + baseline lifecycle, `alert.py`, detector registry, `config.py` timing knobs | **written** |
| 2 | `02-poll-detectors.md` | the twelve `detectors/*` — per-detector input → match → output contract | planned |
| 3 | `03-event-detection.md` | `event.py`, exec/syscall/host rule engines, `ruleops.py`, `sids.py` | planned |
| 2 | [`02-poll-detectors.md`](02-poll-detectors.md) | the twelve `detectors/*` — per-detector input → match → output contract | **written** |
| 3 | [`03-event-detection.md`](03-event-detection.md) | `event.py`, exec/syscall/host rule engines, `ruleops.py`, `sids.py` | **written** |
| 4 | `04-integrity.md` | `fim.py`, `pkgdb.py`, `selfprotect.py`, `assurance.py` | planned |
| 5 | `05-rootcheck.md` | `rootcheck.py` anti-rootkit cross-view checks | planned |
| 6 | `06-posture.md` | `posture.py` advisory host-hygiene checks | planned |