Commit Graph

14 Commits

Author SHA1 Message Date
CarterPerez-dev d277d50a93 feat: sbom generator & vulnerability matcher + docstrings across 6 projects
Add bomber CLI tool (Go) — scans dependencies across Go/Node/Python
ecosystems, generates SPDX 2.3 and CycloneDX 1.5 SBOMs, and matches
against OSV/NVD vulnerability databases with policy engine for CI/CD.

Add file-level docstrings to ai-threat-detection, firewall-rule-engine,
hash-cracker, linux-cis-hardening-auditor, binary-analysis-tool, and
credential-enumeration.
2026-04-08 23:53:40 -04:00
CarterPerez-dev 4224b7d283 97% complete 2026-03-02 17:29:48 -05:00
CarterPerez-dev f9b5a614d3 feat: did a couple things idk 2026-02-28 14:08:36 -05:00
CarterPerez-dev d471de31fd chore: lint and format all Phase 3 training code 2026-02-28 09:23:12 -05:00
CarterPerez-dev a9f6d3633f feat(ml): add CSIC 2010 dataset download script 2026-02-28 07:08:14 -05:00
CarterPerez-dev a26d68e8d1 feat(ml): add training orchestrator with MLflow and validation 2026-02-28 06:41:10 -05:00
CarterPerez-dev 24eefc5fb4 feat(ml): add synthetic attack and normal traffic generator
Six attack generators (SQLi, XSS, traversal, Log4Shell, SSRF,
scanner) plus normal traffic, all producing 35-dim feature vectors.
2026-02-28 06:31:22 -05:00
CarterPerez-dev f9f8e1ef52 feat(ml): add stratified splitting with SMOTE oversampling
70/15/15 train/val/test split with SMOTE applied only to the
training set. Extracts X_normal_train pre-SMOTE for autoencoder.
2026-02-28 06:29:07 -05:00
CarterPerez-dev ee25636437 feat(ml): add model metadata persistence with version hashing
SHA-256 based version hashing for ONNX artifacts and async
metadata persistence that replaces previous active model entries.
2026-02-28 06:00:28 -05:00
CarterPerez-dev 0a9cf12212 feat(ml): add ensemble validation with PR-AUC and F1 gates
Loads ONNX models, normalizes per-model scores, fuses them,
and computes classification metrics with configurable quality gates.
2026-02-28 05:59:36 -05:00
CarterPerez-dev 2475d1603f feat(ml): add CSIC 2010 data loader with feature extraction
Parses multi-line CSIC 2010 HTTP request files into CSICRequest
dataclasses, converts to ParsedLogEntry with synthesized defaults,
and produces 35-dim feature vectors via the existing extraction pipeline.
2026-02-28 05:39:51 -05:00
CarterPerez-dev cf92b157f3 feat(ai-threat-detection): complete Phase 2 — ML ensemble, inference, training pipeline
Add ONNX inference engine with 3-model ensemble (autoencoder, random forest,
isolation forest), ONNX export utilities, MLflow experiment tracking, and
classifier training scripts. Extend pipeline with hybrid ML/rules detection
mode, ensemble score fusion and blending, and full test coverage for all
new components. Fix Python 3 SyntaxError in parsers.py (except clause).
2026-02-28 04:40:33 -05:00
CarterPerez-dev 9397b12a4a add learn folder, move hidden files, update root readme, add learn folder, add clang tidy, and format 2026-02-26 00:38:55 -05:00
CarterPerez-dev 3fd9f77335 checkpoint - phase 13 complete 2026-02-14 02:24:37 -05:00