2 citations · 2 across the 3 of their papers we have counts for
5 papers
Evaluating Coding Agents on Kernel Exploit Generation
Junyoung Jang, Gwanhyun Lee, Hwiwon Lee +4
Coding agents now find real vulnerabilities in production software. However, bug discovery results do not measure whether agents can construct exploit primitives. We introduce KEX-…
Agentic Vulnerability Reasoning on COTS Binaries
Hwiwon Lee, Jongseong Kim, Lingming Zhang
LLM agents have been increasingly adopted for solving security tasks. However, existing evaluations usually require source code access, while commercial off-the-shelf (COTS) binari…
Weaver: Fuzzing JavaScript Engines at the JavaScript-WebAssembly Boundary
Lingming Zhang, Binbin Zhao, Puzhuo Liu +4
The security of modern JavaScript (JS) engines is critical since they provide the primary defense mechanism for executing untrusted code on the web. The recent integration of WebAs…
A Survey of LLM-based Automated Program Repair: Taxonomies, Design Paradigms, and Applications
Boyang Yang, Zijian Cai, Fengling Liu +5
Large language models (LLMs) are reshaping automated program repair. We present a reproducible hierarchical taxonomy that organizes 66 LLM-based repair systems according to where r…
SEC-bench: Automated Benchmarking of LLM Agents on Real-World Software Security Tasks
Hwiwon Lee, Ziqi Zhang, Hanxiao Lu +1
Rigorous security-focused evaluation of large language model (LLM) agents is imperative for establishing trust in their safe deployment throughout the software development lifecycl…