Black-box Adversarial Transferability: An Empirical Study in Cybersecurity Perspective
Authors: Khushnaseeb Roshan, Aasim Zafar | Published: 2024-04-15
敵対的サンプル
Adversarial Robustness of Distilled and Pruned Deep Learning-based Wireless Classifiers
Authors: Nayan Moni Baishya, B. R. Manoj | Published: 2024-04-11
BruSLeAttack: A Query-Efficient Score-Based Black-Box Sparse Adversarial Attack
Authors: Viet Quoc Vo, Ehsan Abbasnejad, Damith C. Ranasinghe | Published: 2024-04-08 | Updated: 2024-06-01
Evaluating Adversarial Robustness: A Comparison Of FGSM, Carlini-Wagner Attacks, And The Role of Distillation as Defense Mechanism
Authors: Trilokesh Ranjan Sarkar, Nilanjan Das, Pralay Sankar Maitra, Bijoy Some, Ritwik Saha, Orijita Adhikary, Bishal Bose, Jaydip Sen | Published: 2024-04-05
Adversarial Attacks and Defenses in Fault Detection and Diagnosis: A Comprehensive Benchmark on the Tennessee Eastman Process
Authors: Vitaliy Pozdnyakov, Aleksandr Kovalenko, Ilya Makarov, Mikhail Drobyshevskiy, Kirill Lukyanov | Published: 2024-03-20 | Updated: 2024-06-07
SSCAE — Semantic, Syntactic, and Context-aware natural language Adversarial Examples generator
Authors: Javad Rafiei Asl, Mohammad H. Rafiei, Manar Alohaly, Daniel Takabi | Published: 2024-03-18
Effect of Ambient-Intrinsic Dimension Gap on Adversarial Vulnerability
Authors: Rajdeep Haldar, Yue Xing, Qifan Song | Published: 2024-03-06 | Updated: 2024-03-23
Robustness bounds on the successful adversarial examples in probabilistic models: Implications from Gaussian processes
Authors: Hiroaki Maeshima, Akira Otsuka | Published: 2024-03-04 | Updated: 2025-03-19
Stealing the Invisible: Unveiling Pre-Trained CNN Models through Adversarial Examples and Timing Side-Channels
Authors: Shubhi Shukla, Manaar Alam, Pabitra Mitra, Debdeep Mukhopadhyay | Published: 2024-02-19
Detecting Adversarial Spectrum Attacks via Distance to Decision Boundary Statistics
Authors: Wenwei Zhao, Xiaowen Li, Shangqing Zhao, Jie Xu, Yao Liu, Zhuo Lu | Published: 2024-02-14