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8 Commits

Author SHA1 Message Date
BattleTag
0509ee2df9 figures: add JANUS mechanism figure scripts (trajectory + field view + score hist) 
scripts/figures/ contains the per-dataset figure generators used to render
the JANUS mechanism figures (reverse-flow trajectory PCA, t=0.5 velocity
field view with sparse benign overlay, score-distribution histograms with
within-class fraction weighting). Outputs go to
artifacts/janus_mechanism_figures_<date>/ (gitignored under artifacts/).

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
 2026-05-08 23:59:52 +08:00
BattleTag
0ccd758600 baselines: update Kitsune Path A to JANUS route_comparison checkpoints 
Replaces stale phase25_* checkpoint paths with the current janus_<ds>_seed<S>
layout under route_comparison/, adds CICIoT2023 to PCAP_GLOBS / WITHIN_DIRS,
and removes the per-dataset n_atk caps so within-dataset eval uses the same
sample budget as JANUS phase1.

Adds cython (3.2.4) — required by Kitsune's KitNET cluster compile path.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
 2026-05-08 23:59:40 +08:00
BattleTag
a6bcbbd299 ablation: add Group A (aggregator) + Group B (architecture) infrastructure 
Extends MixedCFMConfig with 5 backwards-compatible flags (use_flow_token,
n_packet_tokens, disc_as_cont, cont_as_disc + cont_n_bins) so existing
JANUS-full checkpoints load with 0 missing/unexpected keys.

Adds:
- 60 ablation training configs (5 variants × 4 datasets × 3 seeds)
- scripts/ablation/{generate_configs.py, run_groupB.sh, run_cross_groupB.sh,
  smoke_test.sh} — config generation + GPU drivers
- scripts/aggregate/aggregate_ablation{,_cross,_cross_B}.py — produces
  within-dataset and cross-dataset (3×3) ablation tables with 3-seed mean
  ± 95% t-CI plus optional paired DeLong p-values

README updated with ablation section pointing at
artifacts/ablation/ABLATION_SUMMARY.md.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
 2026-05-08 23:59:27 +08:00
BattleTag
c33efc290a Add baseline reproduction: Shafir NF 2-NF ensemble (17/18 cells), ConMD Table I citation, JANUS thresholded F1 across 4 datasets 2026-05-08 11:47:27 +08:00
BattleTag
dc22e20616 Update README headline + 3x3 cross table; add cross_3x3 tooling to scripts/aggregate 2026-05-07 23:56:10 +08:00
BattleTag
1fc0260309 Rename A+C combo → JANUS: configs, model dirs, scripts, docs 2026-05-07 21:35:33 +08:00
BattleTag
623c373d02 Move aggregator scripts to scripts/aggregate/ (preserve tools before nuking artifacts/) 2026-05-07 21:17:01 +08:00
BattleTag
fae2db8cff Initial commit: code, paper, small artifacts 2026-05-07 20:47:30 +08:00