Literature Database

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 Attack
Model Protection Methods
Defense Mechanism

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
Bias
Prompt leaking
Large Language Model

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 Analysis
Membership Inference
Large Language Model

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 Detection
Certified Robustness
Robustness

PromptLocate: Localizing Prompt Injection Attacks

Authors: Yuqi Jia, Yupei Liu, Zedian Shao, Jinyuan Jia, Neil Gong | Published: 2025-10-14
Prompt validation
Large Language Model
evaluation metrics

Fairness-Constrained Optimization Attack in Federated Learning

Authors: Harsh Kasyap, Minghong Fang, Zhuqing Liu, Carsten Maple, Somanath Tripathy | Published: 2025-10-14
Trigger Detection
Bias
Federated Learning

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 Method
Large Language Model
Defense Mechanism

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 Management
Uncertainty Assessment
Decision-Making Dynamics

Large Language Models Are Effective Code Watermarkers

Authors: Rui Xu, Jiawei Chen, Zhaoxia Yin, Cong Kong, Xinpeng Zhang | Published: 2025-10-13
Prompt leaking
Robustness
Digital Watermarking for Generative AI

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 Understanding
Feature Importance Analysis
Attacks on Explainability