Brain IDE v2 - Deterministic IDE Command Classifier for Remote AI Systems (6-Layer Security)
Abstract
Brain IDE v2: deterministic command classifier for AI-augmented IDE environments. 6-layer security (injection, shell, exfiltration, persistence, scope escape, poisoning) + 5-category intent classifier (GIT, READ, WRITE, BUILD, CHAT). Compiled regex only, zero ML, zero external dependencies, no pickle attack surface. Protected file system for critical infrastructure. Deployed in Codex Remote Hub with Sentinelle R*. All Rights Reserved. (c) Ochej Stephane 2025-2026.
Fields of Study & Subjects
Web Application Security Vulnerabilities
Security and Verification in Computing
Network Security and Intrusion Detection
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 5 March 2026
- Language
- EN