Results 81 to 90 of about 6,980 (145)

Digital Watermarking as an Adversarial Attack on Medical Image Analysis with Deep Learning. [PDF]

J Imaging, 2022
Apostolidis KD, Papakostas GA.
europepmc   +1 more source

Breaking and Healing: GAN-Based Adversarial Attacks and Post-Adversarial Recovery for 5G IDSs

IEEE Access
Generative adversarial networks (GANs) have advanced rapidly in data augmentation and generation, and researchers have been exploring their applications in other areas, including adversarial attack generation.
Yasmeen Alslman, Mouhammd Alkasassbeh, Mohammad J. Abdel-Rahman   +2 more
doaj   +1 more source

An improved genetic algorithm and its application in neural network adversarial attack. [PDF]

PLoS One, 2022
Yang D, Yu Z, Yuan H, Cui Y.
europepmc   +1 more source

Untargeted white-box adversarial attack to break into deep leaning based COVID-19 monitoring face mask detection system. [PDF]

Multimed Tools Appl, 2023
Sheikh BUH, Zafar A.
europepmc   +1 more source

How Resilient Are Deep Learning Models in Medical Image Analysis? The Case of the Moment-Based Adversarial Attack (Mb-AdA). [PDF]

Biomedicines, 2022
Maliamanis TV, Apostolidis KD, Papakostas GA.   +2 more
europepmc   +1 more source

Adversarial Attack and Defence through Adversarial Training and Feature Fusion for Diabetic Retinopathy Recognition. [PDF]

Sensors (Basel), 2021
Lal S, Rehman SU, Shah JH, Meraj T, Rauf HT, Damaševičius R, Mohammed MA, Abdulkareem KH.   +7 more
europepmc   +1 more source

A knowledge distillation strategy for enhancing the adversarial robustness of lightweight automatic modulation classification models

IET Communications
Automatic modulation classification models based on deep learning models are at risk of being interfered by adversarial attacks. In an adversarial attack, the attacker causes the classification model to misclassify the received signal by adding carefully
Fanghao Xu, Chao Wang, Jiakai Liang, Chenyang Zuo, Keqiang Yue, Wenjun Li   +5 more
doaj   +1 more source

Deep learning models for electrocardiograms are susceptible to adversarial attack. [PDF]

Nat Med, 2020
Han X, Hu Y, Foschini L, Chinitz L, Jankelson L, Ranganath R.   +5 more
europepmc   +1 more source

A Distributed Black-Box Adversarial Attack Based on Multi-Group Particle Swarm Optimization. [PDF]

Sensors (Basel), 2020
Suryanto N, Kang H, Kim Y, Yun Y, Larasati HT, Kim H.   +5 more
europepmc   +1 more source

Adversarial attack on deep learning-based dermatoscopic image recognition systems: Risk of misdiagnosis due to undetectable image perturbations. [PDF]

Medicine (Baltimore), 2020
Allyn J, Allou N, Vidal C, Renou A, Ferdynus C.   +4 more
europepmc   +1 more source