Changelog
What shipped and when. No hype — only what's live.
- UEBA Engine — User & Entity Behavior Analytics with z-score anomaly detection, EMA risk scoring, 8 behavior metrics, per-user data movement tracking
- Extended PII Detection (100+ types) — GitHub PAT, Slack/Discord/Telegram tokens, GCP keys, NPM/PyPI tokens, Stripe/SendGrid/Twilio keys, database URLs, Vault tokens, ICD-10 codes, health insurance IDs, high-entropy secrets
- Multi-Model Ensemble — Pattern (0.4) + Entropy (0.3) + Semantic (0.3) weighted confidence scoring
- Compliance Engine — GDPR, HIPAA, PCI-DSS, SOC 2, ISO 27001 templates with violation detection and remediation guidance
- RBAC + Fleet Management — 5 roles (Admin, Security Analyst, Compliance Officer, Team Lead, Viewer), device registry, permission enforcement
- Process Monitor — AI process detection (15+ tools), network egress scanning, suspicious port flagging
- Shannon Entropy Detection — High-entropy secret identification using information theory
- Semantic PII Detection — Context-aware medical, financial, identity, biometric, and credential detection
- File Edit Notifications — Interactive Review/Allow dialogs for flagged files, brief notifications for clean file edits by AI agents
- Desktop App Enterprise Pages — Compliance framework manager, UEBA risk dashboard, Process Monitor with live scanning
- 18 self-tests (up from 12), 65+ HTTP endpoints, 5,275+ audit chain entries INTACT
- Full capability report with methodology and reproducible test commands
- 3-layer session persistence — Tauri IPC + localStorage + HTTP fallback. Sessions survive cache clears via macOS Keychain + file backup
- OS-level authority — Clipboard monitor (30ms ultra-fast polling), filesystem watcher, keystroke volume tracking
- Cryptographic audit chain — HMAC-SHA256 hash-chained ledger with signed exports
- TF-IDF ML classifier — Logistic regression for injection, credential leak, PII leak, code exfiltration
- Desktop app redesign — New sidebar, protection banner, activity feed, authority page, system check
- 12 self-tests, ticket-based decisions, kill switch, velocity tracking, replay protection
- Demo simulator with 4 scenarios (credentials, API key, file edit, personal data)
- Download verification with checksums
- macOS desktop engine running on 127.0.0.1:8788
- Browser extensions (Chrome, Edge, Firefox, Safari) — developer preview
- Website launch at bekasbah.com
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