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cs.CR2026
Kairos: Transactional Security Enforcement at the System Boundary for LLM Agents
Kristoffer Hempel, Nils Loose, Lorenzo Cavallaro +1
Large language model (LLM) agents are becoming an integral part of the software development lifecycle, and the capabilities granted to them allow an agent to act with the user's au…
cs.CR2025
Trace Gadgets: Minimizing Code Context for Machine Learning-Based Vulnerability Prediction
Felix Mächtle, Nils Loose, Tim Schulz +4
As the number of web applications and API endpoints exposed to the Internet continues to grow, so does the number of exploitable vulnerabilities. Manually identifying such vulnerab…