1 code implementation • 28 Oct 2022 • Han Wu, Sareh Rowlands, Johan Wahlstrom
Black-box adversarial attacks can fool image classifiers into misclassifying images without requiring access to model structure and weights.
1 code implementation • 5 Sep 2022 • Han Wu, Syed Yunas, Sareh Rowlands, Wenjie Ruan, Johan Wahlstrom
Intelligent robots rely on object detection models to perceive the environment.
2 code implementations • 15 Aug 2022 • Han Wu, Sareh Rowlands, Johan Wahlstrom
While some attacks are limited by strict assumptions on access to the detection system, we propose a novel hardware attack inspired by Man-in-the-Middle attacks in cryptography.
2 code implementations • 16 Mar 2021 • Han Wu, Syed Yunas, Sareh Rowlands, Wenjie Ruan, Johan Wahlstrom
As research in deep neural networks advances, deep convolutional networks become promising for autonomous driving tasks.