Research / Papers
3 selected co-authored preprints on AI agents and software security. These works are available on arXiv; a preprint listing does not imply peer review.
October 2026
arXiv · Preprint
A benchmark of 307 dependency upgrades across 43 repositories, evaluating whether AI agents fix vulnerabilities while preserving successful builds and tests.
Gabija Pasiunaite, Ryan McMorrow, Brian Clark, Liran Tal, and Luke Tu
June 2026
arXiv · Preprint
Repeated vulnerability scans on JavaScript code explore the consistency of LLM security review and how it complements deterministic static analysis.
Liran Tal, Johannes Kloos, Arsenii Rudich, Stephen Thoemmes, and Manoj Nair
May 2026
arXiv · Preprint
An analysis of 3,984 agent skills, documenting malicious payloads, credential theft, and the security risks of emerging skill marketplaces.
Luca Beurer-Kellner, Aleksei Kudrinskii, Marco Milanta, Kristian Bonde Nielsen, Hemang Sarkar, and Liran Tal