The strength of Nesterov's accelerated gradient in boosting transferability of stealthy adversarial attacks. [PDF]
Lin C, Long S.
europepmc +1 more source
FP-ZOO: Fast Patch-Based Zeroth Order Optimization for Black-Box Adversarial Attacks on Vision Models. [PDF]
Seo J, Jeon S.
europepmc +1 more source
Generative Adversarial Networks for Intrusion Detection Systems: A Comprehensive Survey of Applications, Challenges, and Research Directions. [PDF]
Alauthman M +4 more
europepmc +1 more source
Securing IoT Vision Systems: An Unsupervised Framework for Adversarial Example Detection Integrating Spatial Prototypes and Multidimensional Statistics. [PDF]
Wang N, Li J, Zhang C, Zhang D.
europepmc +1 more source
Enhancing DNN Adversarial Robustness via Dual Stochasticity and Geometric Normalization. [PDF]
Wu X, Han G.
europepmc +1 more source
Robust Deep Active Learning via Distance-Measured Data Mixing and Adversarial Training. [PDF]
Song S, Wang X, Dong S, Jiang J.
europepmc +1 more source
Adversarial Defense without <i>Adversarial Defense</i>: Enhancing Language Model Robustness via Instance-level Principal Component Removal. [PDF]
Wang Y +5 more
europepmc +1 more source
FortiNIDS: Defending Smart City IoT Infrastructures Against Transferable Adversarial Poisoning in Machine Learning-Based Intrusion Detection Systems. [PDF]
Alajaji A.
europepmc +1 more source
Enhancing tumor deepfake detection in MRI scans using adversarial feature fusion ensembles. [PDF]
Ali A +5 more
europepmc +1 more source
Investigation of the Robustness and Transferability of Adversarial Patches in Multi-View Infrared Target Detection. [PDF]
Zhou Q +7 more
europepmc +1 more source

