Injection, Attack and Erasure: Revocable Backdoor Attacks via Machine Unlearning Authors: Baogang Song, Dongdong Zhao, Jianwen Xiang, Qiben Xu, Zizhuo Yu | Published: 2025-10-15 Backdoor AttackModel Protection MethodsDefense Mechanism 2025.10.15 2025.10.17 Literature Database
Evaluating and Mitigating LLM-as-a-judge Bias in Communication Systems Authors: Jiaxin Gao, Chen Chen, Yanwen Jia, Xueluan Gong, Kwok-Yan Lam, Qian Wang | Published: 2025-10-14 BiasPrompt leakingLarge Language Model 2025.10.14 2025.10.16 Literature Database
Traveling Salesman-Based Token Ordering Improves Stability in Homomorphically Encrypted Language Models Authors: Donghwan Rho, Sieun Seo, Hyewon Sung, Chohong Min, Ernest K. Ryu | Published: 2025-10-14 Token Distribution AnalysisMembership InferenceLarge Language Model 2025.10.14 2025.10.16 Literature Database
DeepTrust: Multi-Step Classification through Dissimilar Adversarial Representations for Robust Android Malware Detection Authors: Daniel Pulido-Cortázar, Daniel Gibert, Felip Manyà | Published: 2025-10-14 Backdoor DetectionCertified RobustnessRobustness 2025.10.14 2025.10.16 Literature Database
PromptLocate: Localizing Prompt Injection Attacks Authors: Yuqi Jia, Yupei Liu, Zedian Shao, Jinyuan Jia, Neil Gong | Published: 2025-10-14 Prompt validationLarge Language Modelevaluation metrics 2025.10.14 2025.10.16 Literature Database
Fairness-Constrained Optimization Attack in Federated Learning Authors: Harsh Kasyap, Minghong Fang, Zhuqing Liu, Carsten Maple, Somanath Tripathy | Published: 2025-10-14 Trigger DetectionBiasFederated Learning 2025.10.14 2025.10.16 Literature Database
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 Security Analysis MethodLarge Language ModelDefense Mechanism 2025.10.13 2025.10.15 Literature Database
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 Risk ManagementUncertainty AssessmentDecision-Making Dynamics 2025.10.13 2025.10.15 Literature Database
Large Language Models Are Effective Code Watermarkers Authors: Rui Xu, Jiawei Chen, Zhaoxia Yin, Cong Kong, Xinpeng Zhang | Published: 2025-10-13 Prompt leakingRobustnessDigital Watermarking for Generative AI 2025.10.13 2025.10.15 Literature Database
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 Program UnderstandingFeature Importance AnalysisAttacks on Explainability 2025.10.13 2025.10.15 Literature Database