[HTML][HTML] Unveiling the Anatomy of Adversarial Attacks: Concept-Based XAI Dissection of CNNs

G Mikriukov, G Schwalbe, F Motzkus… - World Conference on …, 2024 - Springer
Adversarial attacks (AAs) pose a significant threat to the reliability and robustness of deep
neural networks. While the impact of these attacks on model predictions has been …

Unveiling the Anatomy of Adversarial Attacks: Concept-Based XAI Dissection of CNNs

G Mikriukov, G Schwalbe, F Motzkus, K Bade - xAI (1), 2024 - openreview.net
Adversarial attacks (AAs) pose a significant threat to the reliability and robustness of deep
neural networks. While the impact of these attacks on model predictions has been …