ReproBench: Benchmarking LLM Agents on Reproducing Vulnerability From Scratch
Authors: Liang He, Sheng Wu, Haomiao Hao, Hongduo Zhao, Jia Yan, Purui Su | Published: 2026-09-28
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Investigating Human–AI Discrepancies via Multiple-Solution Problems
Authors: Zihao Wang, Francesco Insulla, Andrea Montanari | Published: 2026-09-28
RADNPO: Reference-free Adaptive Negative Preference Optimization for LLM Unlearning
Authors: Shenghan Tan, Ziyi Zhou, Wenpeng Hu, Mengyuan Zhang | Published: 2026-09-28
Certified Multi-Source Integrity for Structured Agent Actions
Authors: Anmol Pandey, Aditya Jain, Liang Chen, Carsten Maple, Christo Panchev | Published: 2026-09-28
Long-Term Operational Planning Using Scenario-Based System Load Forecasting
Authors: Akash Debnath, Shiuli Subhra Ghosh, Jaime De La Ree, Alex Freeman, Kavin D Jones | Published: 2026-09-28
From Attack Success to Attack Severity: Counterfactual Memory Attacks on LLM Agents
Authors: Mingxi Zou, Langzhang Liang, Zhuo Wang, Yiyang Zhao, Lizhen Qu, Zenglin Xu | Published: 2026-09-28
Faultless: A Program Equivalence Technique for Validating and Evaluating Neural Decompilers
Authors: Luke Dramko, Claire Le Goues, Edward Schwartz | Published: 2026-09-28
PrivDrift: Auditing User-Secret Leakage Under Topic Drift in Active LLM Conversations
Authors: Luciano Maldonado | Published: 2026-09-24
Prefilling the Reasoning Channel: Output-Prefix Attacks on Reasoning LLMs
Authors: Lukáš Brůna, Robert Bridges, Adam Ek | Published: 2026-09-24
OllamaDrama: Designing and Deploying a Honeypot to Measure Attacks on Exposed LLM Infrastructure
Authors: Karina Elzer, Niklas Netterstrøm Johansen, Emmanouil Vasilomanolakis | Published: 2026-09-24