3 papers
cs.CR2026
CodePoisonRAG: Knowledge Poisoning Attacks on Retrieval-Augmented Code Generation
Varun Gadey, Ziad Marey, Alexandra Dmitrienko
Retrieval-Augmented Code Generation (RACG) improves LLM-based software development by retrieving external code artifacts, documentation, and patches, and incorporating them into th…
cs.CR2026
RAVEN: Agentic RAG for Automated Vulnerability Repair
Varun Gadey, Zijie Liu, Alexandra Dmitrienko
Automated vulnerability repair has emerged as a promising direction to mitigate the growing number of software vulnerabilities. Recent advances in Large Language Models (LLMs) have…
cs.CR2024
GNN-Based Code Annotation Logic for Establishing Security Boundaries in C Code
Varun Gadey, Raphael Goetz, Christoph Sendner +2
Securing sensitive operations in today's interconnected software landscape is crucial yet challenging. Modern platforms rely on Trusted Execution Environments (TEEs), such as Intel…