IEEE

Data ID Extraction Networks for Unsupervised Class- and Classifier-Free Detection of Adversarial Examples

Abstract: Deep neural networks (DNNs) have achieved satisfactory performance in multiple fields. However, recent studies have shown that DNNs can be easily fooled by adversarial examples. To mitigate ...
Goal

He is now regarded as a "model example": FC Bayern have apparently declared the former loan player to be off-limits internally

Josip Stanisic is having his best season yet at Bayern Munich. The record champions have clearly recognised his new status within the club. According to *kicker*, FC Bayern have apparently declared ...
Aviation Week

Pentagon’s Megawatt Laser Demo To Highlight Recent Tech Breakthroughs

Smoke rose from a drone after it was shot down by a 50-kW laser mounted on a U.S. Army Stryker vehicle. Credit: U.S. Army High-energy lasers are having a long-overdue moment. Two incidents in late ...
IEEE

Reinforcing Adversarial Transferability via Negative Class Guided Example Generation

Abstract: Recent studies have revealed that Deep Neural Networks (DNNs) are highly vulnerable to adversarial examples, which are generated by introducing imperceptible perturbations to clean images, ...