Research & Papers

An 8-stage security pipeline designed to detect and mitigate prompt injection, jailbreaking, and adversarial inputs in LLMs deployed for defense applications. Implements session-based authentication, cryptographic immutability guarantees, parallel ensemble validation, and sophisticated threat aggregation while addressing 40+ critical edge cases.

A novel multi-stage DSPy pipeline that leverages large language models to find analogous solutions from disparate domains. By abstracting problems to their core challenges, mapping them to diverse fields, extracting domain-specific solutions, and synthesizing actionable recommendations, CDSM enables creative problem-solving through cross-domain analogical reasoning.