PACEbench: A Framework for Evaluating Practical AI Cyber-Exploitation Capabilities
Authors: Zicheng Liu, Lige Huang, Jie Zhang, Dongrui Liu, Yuan Tian, Jing Shao | Published: 2025-10-13
Uncertainty-Aware, Risk-Adaptive Access Control for Agentic Systems using an LLM-Judged TBAC Model
Authors: Charles Fleming, Ashish Kundu, Ramana Kompella | Published: 2025-10-13
Large Language Models Are Effective Code Watermarkers
Authors: Rui Xu, Jiawei Chen, Zhaoxia Yin, Cong Kong, Xinpeng Zhang | Published: 2025-10-13
Evaluating Line-level Localization Ability of Learning-based Code Vulnerability Detection Models
Authors: Marco Pintore, Giorgio Piras, Angelo Sotgiu, Maura Pintor, Battista Biggio | Published: 2025-10-13
TypePilot: Leveraging the Scala Type System for Secure LLM-generated Code
Authors: Alexander Sternfeld, Andrei Kucharavy, Ljiljana Dolamic | Published: 2025-10-13
CoSPED: Consistent Soft Prompt Targeted Data Extraction and Defense
Authors: Yang Zhuochen, Fok Kar Wai, Thing Vrizlynn | Published: 2025-10-13
Secret-Protected Evolution for Differentially Private Synthetic Text Generation
Authors: Tianze Wang, Zhaoyu Chen, Jian Du, Yingtai Xiao, Linjun Zhang, Qiang Yan | Published: 2025-10-13
Adversarial Robustness in One-Stage Learning-to-Defer
Authors: Yannis Montreuil, Letian Yu, Axel Carlier, Lai Xing Ng, Wei Tsang Ooi | Published: 2025-10-13
Neutral Agent-based Adversarial Policy Learning against Deep Reinforcement Learning in Multi-party Open Systems
Authors: Qizhou Peng, Yang Zheng, Yu Wen, Yanna Wu, Yingying Du | Published: 2025-10-13
Quantifying Information Disclosure During Gradient Descent Using Gradient Uniqueness
Authors: Mahmoud Abdelghafar, Maryam Aliakbarpour, Chris Jermaine | Published: 2025-10-13