IoT-based Android Malware Detection Using Graph Neural Network With Adversarial Defense
Authors: Rahul Yumlembam, Biju Issac, Seibu Mary Jacob, Longzhi Yang | Published: 2025-12-23
バックドア攻撃
Behavior-Aware and Generalizable Defense Against Black-Box Adversarial Attacks for ML-Based IDS
Authors: Sabrine Ennaji, Elhadj Benkhelifa, Luigi Vincenzo Mancini | Published: 2025-12-15
LeechHijack: Covert Computational Resource Exploitation in Intelligent Agent Systems
Authors: Yuanhe Zhang, Weiliu Wang, Zhenhong Zhou, Kun Wang, Jie Zhang, Li Sun, Yang Liu, Sen Su | Published: 2025-12-02
Critical Evaluation of Quantum Machine Learning for Adversarial Robustness
Authors: Saeefa Rubaiyet Nowmi, Jesus Lopez, Md Mahmudul Alam Imon, Shahrooz Pouryouse, Mohammad Saidur Rahman | Published: 2025-11-19
Dynamic Black-box Backdoor Attacks on IoT Sensory Data
Authors: Ajesh Koyatan Chathoth, Stephen Lee | Published: 2025-11-18
Enhancing All-to-X Backdoor Attacks with Optimized Target Class Mapping
Authors: Lei Wang, Yulong Tian, Hao Han, Fengyuan Xu | Published: 2025-11-17
The ‘Sure’ Trap: Multi-Scale Poisoning Analysis of Stealthy Compliance-Only Backdoors in Fine-Tuned Large Language Models
Authors: Yuting Tan, Yi Huang, Zhuo Li | Published: 2025-11-16
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
Cryptographic Backdoor for Neural Networks: Boon and Bane
Authors: Anh Tu Ngo, Anupam Chattopadhyay, Subhamoy Maitra | Published: 2025-09-25
Non-omniscient backdoor injection with a single poison sample: Proving the one-poison hypothesis for linear regression and linear classification
Authors: Thorsten Peinemann, Paula Arnold, Sebastian Berndt, Thomas Eisenbarth, Esfandiar Mohammadi | Published: 2025-08-07