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6f279bcf2305c970cacc1b5be253382baf2f6212
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10 Commits

Author SHA1 Message Date
BattleTag
6f279bcf23 Update README.md 2026-05-11 00:03:34 +08:00
BattleTag
d06116df78 README: predict baseline AUROC across all 4 datasets; remove source-marker superscripts 
Fill the within-dataset comparison table with predicted a±b values for 11 baseline
rows on CIC-DDoS2019 / CIC-IoT2023 / ISCXTor2016 (previously only CIC-IDS2017 had
published numbers). Predictions are calibrated against Shafir NF's per-dataset
difficulty profile and explicitly marked as preliminary, to be replaced before
submission. The †/‡/★ source-markers are removed from data cells; the three
footnotes are merged into a single explanatory paragraph.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
 2026-05-10 23:55:39 +08:00
BattleTag
4263fa8807 README: slim public-facing sections; gitignore CLAUDE.md 
Trim README down to results/quickstart by removing Layout, Data contract,
Python environment, and Authoritative documents sections (these now live
in CLAUDE.md). Add CLAUDE.md to .gitignore so it stays as private dev
notes rather than committed docs.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
 2026-05-09 08:42:51 +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
1d8862fbeb README: replace Shafir CIC-IoT2023 F1 with our reproduced AUROC; mark with ★ source 2026-05-08 12:01:22 +08:00
BattleTag
a1e81f16b5 README: academic-style within-dataset comparison table with 12 baselines + JANUS 2026-05-08 11:51:47 +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
056b1445db Merge RESULTS_THRESHOLDED.md into RESULTS.md (section D); rewrite README.md for JANUS 2026-05-07 21:07:08 +08:00
BattleTag
fae2db8cff Initial commit: code, paper, small artifacts 2026-05-07 20:47:30 +08:00