2 papers
cs.CR2025
Adversarial Threat Vectors and Risk Mitigation for Retrieval-Augmented Generation Systems
Chris M. Ward, Josh Harguess
Retrieval-Augmented Generation (RAG) systems, which integrate Large Language Models (LLMs) with external knowledge sources, are vulnerable to a range of adversarial attack vectors.…
cs.CR2025
Offensive Security for AI Systems: Concepts, Practices, and Applications
Josh Harguess, Chris M. Ward
As artificial intelligence (AI) systems become increasingly adopted across sectors, the need for robust, proactive security strategies is paramount. Traditional defensive measures…