On the Vulnerability of Deep Automatic Modulation Classifiers to Explainable Backdoor Threats
Authors: Younes Salmi, Hanna Bogucka | Published: 2026-03-26
Backdoor Attack
Physical Backdoor Attack Against Deep Learning-Based Modulation Classification
Authors: Younes Salmi, Hanna Bogucka | Published: 2026-03-26
Detecting and Eliminating Neural Network Backdoors Through Active Paths with Application to Intrusion Detection
Authors: Eirik Høyheim, Magnus Wiik Eckhoff, Gudmund Grov, Robert Flood, David Aspinall | Published: 2026-03-11
Hardware-Triggered Backdoors
Authors: Jonas Möller, Erik Imgrund, Thorsten Eisenhofer, Konrad Rieck | Published: 2026-01-29
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
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