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Author SHA1 Message Date
b29d30a1b2 Tier-3: fix QEMU boot, catalog admission, verify module
Bug 14 (vm/launch_target.sh): Metasploitable2 requires -machine pc
(i440fx), -cpu kvm32, -drive if=ide, and -device e1000. The previous
config (-machine q35, -cpu host, -drive if=virtio, virtio-net-pci)
caused a kernel panic at boot because /dev/vda != the grub root=/dev/sda1.
Services never started; the b'' probe fix (Bug 10) then correctly waited
out the full timeout with no result.

Bug 15 (scripts/install-tier-3-4.sh): verify step used vsftpd_234_backdoor
which is requires_bridge=true and has a hardcoded port-6200 backdoor.
Changed to distccd_command_exec with TARGET_PORTS="5632:3632,4444:4444".

manifest.toml: admit distccd_command_exec and unreal_ircd_3281_backdoor
to the module catalog. Both use cmd/unix/bind_perl (bind shell, no guest
egress, SLIRP-safe). distccd returns a valid protocol response so MSF's
handler runs and session_open fires. Verified against Metasploitable2
sourceforge image sha256 a8c019c3.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-05-05 16:41:41 -06:00
Max Gorog
4d29b7236d PIPELINE §5 step 3: target VM build infrastructure + containment posture
§4.2 calls for target VMs we BUILD, not VMs we fetch. §4.13 demands
every target ship the same isolation posture (no upstream egress, no
host-shared FS, unprivileged QEMU, fresh snapshot per episode). This
commit lands the infrastructure for both.

New surface:
  * orchestrator/target_spec.py
      Loads + validates `vm/targets/<name>/spec.toml`. Containment
      fields are not knobs — each has exactly ONE safe value, and a
      spec asserting the unsafe value is rejected at load time. There's
      no `--containment-override`; weakening §4.13 requires amending
      PIPELINE.md and operator sign-off.

  * tools/build_target.py
      Orchestrates build → verify → publish for a single target. Spec
      invalid → exit 78 (sysadmin error). build.sh failure → image not
      published. verify.sh failure → image discarded; that's the §4.2
      acceptance gate. Publishes sha256 + the manifest.toml stanza the
      operator copies in to admit the image (§16 substantive amendment
      with sign-off per §15).

  * vm/targets/<name>/{spec.toml,build.sh,verify.sh}
      Template structure. spec.toml is the contract; build.sh produces
      $OUT_PATH; verify.sh boots the produced image under the §4.13
      containment posture and asserts every promise.

  * vm/targets/shellshock/
      First real working target. CVE-2014-6271 (Apache mod_cgi + bash
      4.2 mis-parsing function-export environment values). Replaces
      the SourceForge Metasploitable2 path that §3 evidence proved
      unverifiable. Bash 4.2 is built from sha256-pinned GNU source
      inside an Alpine 3.21 cloudinit guest; the build script asserts
      the produced bash actually triggers shellshock; the verifier
      re-asserts it under restrict=on with a real CVE-2014-6271 probe.

  * vm/targets/README.md
      How operators add a target. Walks the spec → build → verify →
      manifest amendment loop.

Containment regression tests (tests/test_containment.py) — 20 new
assertions, parameterized over every target with a build/verify trio:

  * verify.sh MUST contain `restrict=on` on its netdev (§4.13)
  * verify.sh MUST contain `snapshot=on` on the boot drive (§4.13)
  * verify.sh + build.sh MUST NOT contain -virtfs / -fsdev / 9pfs
  * verify.sh + build.sh MUST NOT wrap qemu-system in `sudo`
  * Every target must ship the complete spec.toml + build.sh + verify.sh
    trio — no half-built targets (§1 default-to-removal)

Spec validation tests (tests/test_target_spec.py): 13 new tests over
spec parse, name/dir mismatch, missing fields, out-of-range port, and
the §4.13 containment field validators (each unsafe value rejected
with a clear error).

The shellshock target's image is NOT yet published to manifest.toml's
[[targets.images]] — that's the §15 sign-off amendment that lands
after a successful operator-driven build_target.py run on a lab host
with KVM. Building takes ~10 min on x86_64; cannot run on the Pi
under TCG. Operator drives the first build, verifies the sha256, then
amends manifest.toml in a follow-up commit.

261 tests passing.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-04 01:31:40 -05:00
Max Gorog
4ab5477226 PIPELINE §5 step 1: fix four root-cause defects
Diagnoses + fixes for the silent-collector / never-lands-session
failures that the 200-episode quality probe surfaced (§3 evidence).
All four address the producer; no compensating layers added.

perf collector (rows_perf=0 on 100% of episodes):
  - perf stat -j writes to stderr by default with -p; we read stdout.
    Add --log-fd 1 so JSON reaches stdout where the parser sees it.
  - Event names come back annotated with the privilege scope perf
    actually measured ("cycles:u" under perf_event_paranoid=2). Strip
    the suffix so _build_row's plain-name lookups hit. Without this
    every metric was None even when perf reported real numbers.
  - tests/test_collectors_emit.py covers the regression with a real
    busy-loop fixture; emit-test discipline per §4.4.

guest-agent collector (rows_guest=0 on 100% of episodes):
  - Alpine cloud image doesn't ship python3, so the in-guest agent's
    `#!/usr/bin/env python3` shebang silently fails. Add packages:
    [python3] to cidata user-data so cloud-init installs it before
    the OpenRC service starts.
  - Guest agent now exits nonzero (was: silent stdout fallback) when
    /dev/virtio-ports/cis490.guest.agent is missing, so OpenRC
    reports the failure to /var/log/cis490-agent.log instead of the
    bytes vanishing into the void. Refs §1.
  - Host-side collector emits guest_agent_connected /
    guest_agent_first_byte / guest_agent_silent_window into the
    orchestrator's events.jsonl. Future episodes show the in-guest
    failure mode per-episode instead of inferring from rows_guest=0.

k-gamingcom missing qmp/netflow/pcap (also affected elliott on
  Tier-3 episodes — was misclassified as host divergence):
  - tools/run_tier3_demo.py was building EpisodeConfig WITHOUT
    qmp_socket / guest_agent_socket / bridge_iface — even though
    launch_target.sh creates the underlying chardevs and BRIDGE
    supplies the iface. tools/run_real_vm_demo.py wires them
    correctly; Tier-3 had a copy-paste gap.
  - tests/test_collectors_emit.py adds a source-grep regression so
    the wiring stays honest.

samba_usermap_script never lands session (0/67 in §3 probe):
  - Bind handler default WfsDelay (~5s) gives up before bind_perl on
    Metasploitable2 has finished forking + binding LPORT under
    SLIRP+hostfwd. Bump to 30s; matches session_open_timeout_s in
    exploits/driver.py so framework + driver agree on the wait
    budget. Add ConnectTimeout=15 so the handler's bind connect has
    retry budget instead of one-shot.

orchestrator/fleet.py: usable_modules + BRIDGE handling were both
  unconditional, so:
  - With BRIDGE set, requires_bridge modules were still being
    dropped — picker only ever returned samba_usermap_script across
    every slot/episode (the test_fleet_uses_all_modules_when_bridge_set
    failure on HEAD).
  - env.pop("BRIDGE") fired even when BRIDGE was the operator's
    explicit setup, breaking modules that need bridge mode (vsftpd
    backdoor on hardcoded port 6200, distccd, etc.).
  Both made conditional on bridge_set so the picker walks the full
  catalog under bridge mode and SLIRP-only modules still get a
  clean SLIRP env when BRIDGE is unset.

receiver/app.py: half-pregnant v2 schema state in HEAD — calling
  store.ingest_stream(episode_type=..., benign_profile=...) with
  kwargs the matching store.py change was in the WIP stash. Removed
  v2 awareness from app.py so v1 episodes (what the producer ships
  today) get accepted again. SCHEMA_VERSION default reset to 1 to
  match.

229 passed, 0 failed. (HEAD had 15 failures, all linked to the
half-pregnant v2 state above.)

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-03 17:05:25 -05:00
667f042707 Tier-3 bring-up: 9 bugs fixed on elliott-ThinkPad (2026-05-01)
Root causes and fixes documented in TIER3-BRINGUP.md. Summary:

1. BRIDGE env var leaked into Tier-3 subprocess → target VM used tap
   instead of SLIRP; fix: env.pop("BRIDGE") in fleet _run_slot.

2. usable_modules filter conditioned on BRIDGE presence → bridge-requiring
   modules selected on SLIRP runs; fix: always filter requires_bridge.

3. cmd/unix/interact creates no session.list entry → session_open_timeout
   every episode; fix: switch samba_usermap_script to cmd/unix/bind_perl.

4. Per-slot LPORT hostfwd used wrong guest port (host:5444→guest:4444);
   fix: extra_host_port:extra_host_port mapping so guest binds the
   per-slot LPORT directly.

5. vsftpd backdoor port 6200 hardcoded → collision across concurrent slots;
   fix: requires_bridge=true filters it from SLIRP fleet runs.

6. SLIRP false-positive in _wait_for_tcp → exploit fires before Samba
   boots (~60 s too early); fix: replace TCP probe with serial console
   _wait_for_serial_login that waits for actual "login:" prompt.

7. Stale QEMU survives orchestrator restart (start_new_session=True) →
   holds hostfwd ports, new QEMU silently fails; fix: kill by pgid from
   old pidfile before rmtree.

8. PORT_BASE default used privileged port 21; fix: default to 2021+slot*100.

9. msfrpcd 6.x returns bytes for all string values even with raw=False;
   fix: MSFRpcClient._str() recursive decoder applied to all responses.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-05-02 12:26:19 -06:00
max
bdcd2ecbef Close out the open issues: bridge pcap wiring, perf collector, Tier-4
Wraps the three remaining 🚧 items from the README so every collector
the threat-model promises is actually live, and the Tier-4 path
(real-malware fetch + upload + exec) works end-to-end as soon as a
sha256 lands in samples/store/.

Closes spectral/CIS490#4, #5, #6.

== #6 — Bridge pcap wiring ==
EpisodeConfig grows three optional fields:
  bridge_iface: str | None        # e.g. "br-malware"
  bridge_ip:    str = "10.200.0.1"
  pcap_snaplen: int = 256
When bridge_iface is set, EpisodeRunner spawns tcpdump for the duration
of the schedule (network.pcap), stops it cleanly on episode end, and
runs collectors.pcap.bucketize() to produce netflow.jsonl per the
100-ms schema in docs/data-model.md. EpisodeResult + meta.result
gain rows_netflow + pcap_bytes counters.

vm/launch_demo.sh + launch_target.sh now switch between SLIRP usermode
and tap+bridge based on $BRIDGE — operator pre-creates the tap as a
bridge member, no sudo from the launcher.

run_real_vm_demo.py picks BRIDGE up from env so the fleet runner can
opt entire waves into pcap mode by exporting BRIDGE before invocation.

== #5 — Source 3 perf collector ==
collectors/perf_qemu.py shells out to ``perf stat -p <pid> -I 100 -j``
and parses the per-event JSON stream. Aggregates one row per interval
across the canonical event set (cycles/instructions/cache-{refs,misses}/
branches/branch-misses/page-faults/context-switches), computes IPC +
cache-miss rate. Tolerates missing events (``<not counted>`` /
``<not supported>``) without dropping the row, and skips cleanly when
``perf`` isn't on PATH or the process can't be attached.

EpisodeConfig.enable_perf=True opts into the collector — off by default
because perf needs CAP_SYS_ADMIN or perf_event_paranoid <= 1. When
enabled, runs as a parallel thread alongside the other collectors;
EpisodeResult.rows_perf records the count.

== #4 — Tier 4 (real-malware fetch + upload + exec) ==
tools/fetch_sample.py: pulls a sample by sha256 from MalwareBazaar
(API key from env or samples/.bazaar.token), unzips with the standard
"infected" password, verifies the resulting binary's sha256, lands at
samples/store/<sha256>. Idempotent — already-staged correct binaries
return immediately.

samples/manifest.py: Sample.binary_path(store_root) resolves to the
staged binary path, or None for mimics / not-yet-fetched real samples.

exploits/workloads.py: real_binary_workload(bytes, sample) builds a
Workload that base64-uploads the binary into the shell session via a
heredoc, decodes + chmods + execs it in the background, captures the
PID for clean stop on dormant. Per-profile pid/bin paths so concurrent
samples in the same guest don't collide.

exploits/driver.py: dispatch order is now:
  1) sample.kind == "real" + binary staged at sample_store_root
     → real_binary_workload (Tier 4)
  2) profile mimic from workloads.workload_for() (Tier 3 v2)
  3) None → driver v1 fallback yes-loop
DriverConfig.sample_store_root is the new field; run_tier3_demo.py
wires it to repo_root/samples/store. driver_setup event records
sample_sha256 so trainers can join Tier-4 episodes against the
manifest by hash.

samples/store/.gitkeep added (binaries themselves are gitignored).

Tests: 102 pass (was 86). New suites:
  tests/test_perf_qemu.py — parser + builder + perf-missing fallback
  tests/test_tier4.py     — real_binary_workload base64 round-trip,
                            stop-cmd kills pidfile, per-profile path
                            isolation, driver dispatch chooses real vs
                            mimic correctly, fetcher input validation
                            and cached-fast-path

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-30 00:17:49 -05:00
max
1b6c7b2f4a Collectors 2/4/5 + fleet runner + sample manifest + Tier-3 setup scripts
This is the chunk that makes "real data" actually flow on multiple
hosts in parallel. End-to-end pipe was up at 613c6fa / 2579683; now
the lab-host side has the diversity + concurrency it needs.

Collectors landed:
  collectors/qmp.py          — source 2 (oracle). Tiny synchronous QMP
                               client + row builder + run loop. Tolerates
                               older qemu without query-stats.
  collectors/guest_agent.py  — source 5 (deployable). Reads the
                               virtio-serial host-side socket, parses
                               agent JSON-lines, re-stamps to the host
                               monotonic clock, persists.
  collectors/pcap.py         — source 4 (deployable). tcpdump capture
                               + pure-Python pcap reader + 100 ms
                               netflow.jsonl bucketizer. Decodes
                               Ethernet/IPv4/TCP/UDP enough for the
                               schema in docs/data-model.md.

In-guest agent:
  vm/guest-agent/cis490_agent.py — stdlib-only Python agent. Reads
    /proc/{stat,meminfo,loadavg,net/dev,net/tcp*}, top-N RSS procs,
    thermal. Writes JSON-lines to /dev/virtio-ports/cis490.guest.agent.
  tools/build_cidata.py — embeds the agent + an OpenRC service into
    user-data so first boot of the Alpine cidata image auto-starts it.

Launchers:
  vm/launch_demo.sh / launch_target.sh — second virtio-serial port for
    the agent socket; SLOT env support so multiple VMs run without
    socket / port collisions; PORT_BASE on launch_target so multiple
    target VMs hostfwd different host ports.
  vm/setup_bridge.sh — creates host-only br-malware (10.200.0.1/24,
    no NAT). Idempotent.

Fleet:
  orchestrator/fleet.py — capacity detector (cores / RAM / load
    headroom) + concurrent-slot runner. Per-slot ENV selects the
    sample. FleetCapacity dataclass round-trips into meta.json so
    "this episode ran with 6 concurrent VMs" is auditable post-hoc.
  tools/run_fleet.py — CLI: --capacity report; --waves N runs N
    waves of (max_concurrent) episodes each, every slot with a
    different sample.
  etc/cis490-orchestrator.service — now drives the fleet runner with
    Restart=always so each invocation runs one wave and respawns,
    giving a continuous stream.

Samples:
  samples/manifest.toml — six profiles spanning the five major
    behaviour shapes. Each entry is real OR mimic (sha256 distinguishes).
  samples/manifest.py — strict TOML loader (rejects dups, unknown
    categories) + deterministic select(host_id, slot, episode_index)
    so different hosts on the network walk the catalog in different
    orders without any coordinator.

EpisodeRunner:
  orchestrator/episode.py — optional qmp_socket + guest_agent_socket
    fields on EpisodeConfig; when set, additional collector threads
    run alongside proc_qemu. EpisodeResult now carries rows_qmp +
    rows_guest counters.

Tier-3 setup automation:
  scripts/install-msfrpcd.sh — installs metasploit-framework where
    the package manager has it, generates a strong password into
    /etc/cis490/msfrpc.env, drops a hardened systemd unit bound to
    127.0.0.1:55553. After this, run_tier3_demo.py works zero-touch
    once MSFRPC_PASSWORD is sourced.
  scripts/fetch-metasploitable2.sh — accepts IMAGE_URL + IMAGE_SHA256
    from the operator (Rapid7 download is registration-walled), pulls,
    verifies, converts vmdk → qcow2, lands at vm/images/.

Tests: 82 pass (was 51). New suites:
  tests/test_qmp.py       — fake QMP server, capability handshake,
                            blockstats, async-event interleaving,
                            5-failure backoff
  tests/test_guest_agent.py — fake virtio socket, JSON-lines read +
                              re-stamp, malformed-line tolerance
  tests/test_pcap.py      — synthetic pcap with TCP/UDP/ARP frames,
                            bucketize correctness across windows
  tests/test_fleet.py     — capacity math (8-core idle / low-RAM /
                            high-load / Pi5 / 1-core box), manifest
                            selection determinism + diversity

What's queued for the next commit (already discussed in convo):
  - MSFExploitDriver v2: map sample.profile → distinct in-session
    workload so Tier-3 episodes don't all produce the same yes-loop
    envelope. Critical for ML to learn varied malware shapes.
  - Real-sample fetch from MalwareBazaar by sha256.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-30 00:02:27 -05:00
max
613c6fa223 Tier 3: msfrpc-driven exploit driver + first module config
Adds the Tier-3 exploit driver — an MSFExploitDriver that plugs into
EpisodeRunner.on_phase, fires a Metasploit module against a target VM
via msfrpcd, watches for the resulting session, and stamps each
transition (exploit_fire, session_open, session_landing_probe,
sample_executed, session_dormant, session_killed) into the episode's
events.jsonl on the orchestrator's monotonic clock.

What landed:
- exploits/msfrpc.py — minimal msgpack-over-HTTPS client (auth,
  module.execute, job/session lifecycle) so we don't depend on a
  third-party MSF wrapper.
- exploits/driver.py — phase-to-msfrpc adapter; idempotent fire,
  session-open polling with timeout, workload start/stop, teardown.
- exploits/modules.py + exploits/modules/vsftpd_234_backdoor.toml —
  TOML module configs with {{ target_ip }} placeholders, replacing the
  imperative .rc-script approach the README previously hinted at.
- vm/launch_target.sh — SLIRP+restrict=on launcher for the
  intentionally-vulnerable target VM (host can reach guest via
  hostfwd, guest cannot reach host or internet).
- tools/run_tier3_demo.py — end-to-end runner mirroring run_real_vm_demo.
- tests/test_exploits.py — 12 new tests against a fake MSFRpcClient,
  including an integration test that drives a real EpisodeRunner.

Plumbing changes:
- EpisodeRunner._emit_event → public emit_event, so external drivers
  share the runner's monotonic clock and events.jsonl.
- mkdir for episode_dir moved to __init__ so emit_event is callable
  before run() (driver_setup fires pre-schedule).

Status: driver + tests pass (40/40); end-to-end against a live msfrpcd
+ Metasploitable2 image is the next bring-up step.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-29 23:11:52 -05:00
Maximus Gorog
7216ec09bd Tier 2: real Alpine VM, real workload, real envelope
End-to-end now drives a real KVM guest through the full XMRig-shaped
phase schedule with the workload running INSIDE the guest. Telemetry is
host-side /proc/<qemu_pid>; the load is busybox `yes` (sustained CPU
saturation) and `dd if=/dev/urandom` (disk burst on infecting), driven
over the serial console at every phase transition. The plotted envelope
shows clean idle → armed → infecting (disk spike) → infected_running
(100% CPU plateau) → dormant → re-entry → final clean.

Components:

  vm/launch_demo.sh              now boots Alpine 3.21 nocloud-cloudinit
                                 (Cirros 0.6.x's cirros-init blocks on the
                                 EC2 metadata service for ~17 min before
                                 falling through to NoCloud — abandoned).
                                 Mounts a cidata ISO as a second drive.

  tools/build_cidata.py          pure-Python NoCloud ISO builder (pycdlib).
                                 Sets root password and ssh_pwauth via
                                 runcmd so we don't depend on a specific
                                 cloud-init version's plain_text_passwd
                                 handling.

  tools/vm_serial.py             serial-console client (stdlib socket).
                                 Idempotent login (detects already-in-shell
                                 state), sentinel-bracketed run() that
                                 distinguishes shell output from the TTY
                                 echo of input by requiring a leading
                                 \r\n boundary on the marker.

  tools/vm_load_controller.py    in-guest load controller. set_phase()
                                 dispatches the per-phase shell command
                                 over the serial connection.

  tools/run_real_vm_demo.py      ties it all together: boot VM, wait for
                                 cloud-init runcmd, log in, run the
                                 EpisodeRunner with on_phase=controller,
                                 shut down VM.

Deps: paramiko, pycdlib added.

docs/sources.md updated with Alpine cloud image (sha512 pinned), and
the new Python deps.

README leads with the tier-2 plot now (real VM, real workload). The
previous synthetic plot is moved below with explicit "host-side mimic,
not a VM" labelling. Tier-2 status flipped to  in the tier table.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-29 08:38:53 -06:00
Maximus Gorog
69c09f4404 Phase 2: real-VM episode (Cirros under KVM) + works-cited doc
vm/launch_demo.sh boots a Cirros qcow2 under KVM with QMP and a monitor
socket exposed; snapshot=on routes guest writes to a temporary overlay
so the on-disk image is never mutated (clean factory reset every boot).

End-to-end verified: vm/launch_demo.sh → orchestrator with --target-pid
&lt;qemu pid&gt; → 201 telemetry rows over 20s against the real qemu-system
process. The plotted envelope shows the expected idle-VM shape:
periodic ~10% CPU spikes from KVM/timer interrupts, flat 230 MiB RSS,
and a single late-boot disk write. Distinct from the synthetic
load_mimic envelope, confirming the collector reads real KVM behavior.

docs/sources.md is the works-cited doc — every tool, library, sample
source, paper, and standard the project leans on, grouped by category.
README's nav table now points at it. README's status section also lists
what's done vs. in progress so reviewers can see scope at a glance.

Note: vm/images/ stays gitignored. The Cirros 0.6.3 image is documented
with its sha256 (7d6355852aeb...) in docs/sources.md so any team member
can reproduce the bytes.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-29 00:00:25 -06:00
Maximus Gorog
fa1574a0a6 Scaffold project: docs, repo skeleton, transport + deploy design
Lays down the design surface for the CIS490 behavioral-malware-detection
dataset and model. No code yet — schema and topology are decided first so
collection can start without rework.

Docs:
- README: project goal, navigation
- architecture: lab topology, KVM choice, episode state machine,
  deployment-mirror reasoning
- threat-model: train/serve parity rule, oracle-vs-deployable feature
  split, two-model evaluation strategy
- data-model: per-episode JSONL layout, row schemas, phase enum
- transport: WG-native shipper/receiver design, idempotent uploads
- deploy: one-command install for lab-host and receiver roles
- lab-setup: KVM prereqs, VM build, snapshot, virtio-serial wiring

Skeleton: orchestrator/, collectors/, vm/, exploits/, samples/,
training/ (each with a short README explaining purpose).
Extended .gitignore to exclude qcow2 images, pcaps, sample binaries,
secrets.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-28 23:21:00 -06:00