Using a GAN to generate adversarial examples to facial image recognition
A Merrigan, AF Smeaton - arXiv preprint arXiv:2111.15213, 2021 - arxiv.org
Images posted online present a privacy concern in that they may be used as reference
examples for a facial recognition system. Such abuse of images is in violation of privacy …
examples for a facial recognition system. Such abuse of images is in violation of privacy …
Extended spatially localized perturbation gan (Eslp-gan) for robust adversarial camouflage patches
Deep neural networks (DNNs), especially those used in computer vision, are highly
vulnerable to adversarial attacks, such as adversarial perturbations and adversarial patches …
vulnerable to adversarial attacks, such as adversarial perturbations and adversarial patches …
AEDD: Anomaly Edge Detection Defense for Visual Recognition in Autonomous Vehicle Systems
Visual recognition algorithms based on deep neural network (DNN) have been widely used
in the design of automatic driving to recognize traffic sign images. However, there exists …
in the design of automatic driving to recognize traffic sign images. However, there exists …
Securing Connected and Automated Surveillance Systems Against Network Intrusions and Adversarial Attacks
AJ Siddiqui - 2021 - ruor.uottawa.ca
In the recent years, connected surveillance systems have been witnessing an
unprecedented evolution owing to the advancements in internet of things and deep learning …
unprecedented evolution owing to the advancements in internet of things and deep learning …