RedLockX

Hybrid Prompt Injection Detection System

Architecture: Role-based heuristic layer + Semantic ML layer (all-MiniLM-L6-v2)

• Heuristic: Keyword, role impersonation, obfuscation, encoding detection
• Semantic: 50,009 malicious reference vectors via sentence embeddings