fix(api): wrap detect_segments in try/except — closes CodeQL #24

fix: preserve JPEG format across EXIF transpose; rate-limit /segment; fix CodeQL CWE-209 (audit #7)

fix: circular import — revert analyze.py limiter to standalone instance

fix: EXIF orientation, HEIC allowed, quality confidence cap, extension validation

fix: methods_used fallback, HEIC extensions, CORS, Content-Length pre-check

feat: Nash Equilibrium adaptive detection feedback system

feat: segment-level AI detection endpoint

fix: sanitize numpy types, forensics isolation, admin warning, docstring, remove dotenv

feat(feature): webhook delivery system with HMAC signing and retry

fix(analyze): remove duplicate Allowed: string in 415 error

fix(ci): fix 10 test failures from previous commits

security(codeql): fix information exposure #8 #19 #20 #21

fix(async): correct asyncio API + latency variable reference

security(codeql): fix information exposure #8 #15 #16 #17 #18

feat(sse): real-time signal waterfall via Server-Sent Events

fix(cleanup): final pyflakes cleanup across 4 files

feat(monitoring): observability, inconclusive verdict, image type

security(codeql): fix all information exposure alerts #8 #14 #15 #16 #17

fix(ci): fix 2 CI failures — quality gate wiring and platform rate limit

security(codeql): fix all information exposure alerts #2 #3 #5 #6 #7 #8

security(codeql): fix information exposure and missing workflow permissions

feat(rbac):API key management and role-based access control

feat(reports):forensic report export suite (PDF, JSON, CSV)

Merge pull request #104 from abinaze/feature/case-management

feat(cases): evidence case management system

feat(batch): batch investigation mode for multi-image forensic analysis

feat(robustness): adversarial robustness testing suite

feat(c2pa): C2PA content credentials verification

Merge branch 'main' into feature/platform-forensics

feat(platform): invariant tests + pyflakes cleanup

feat(attribution):multi-class generator attribution classifier

feat(heatmap): Grad-CAM manipulation localization heatmap

feat: Phase 3 — audit log, analysis history API, evidence_id in UI

Refactor error handling and optimize file hashing

Add architecture hardening: rate limiting, caching, and CI/CD (#14)

Add image metadata extraction and hash analysis (#10)

Add file upload validation endpoint (#5)

Initial commit: Project structure and documentation