Search Results for author: Johan Wahlstrom

Found 4 papers, 4 papers with code

Distributed Black-box Attack against Image Classification Cloud Services

1 code implementation28 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.

Classification Image Classification

A Man-in-the-Middle Attack against Object Detection Systems

2 code implementations15 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.

Autonomous Driving object-detection +1

Adversarial Driving: Attacking End-to-End Autonomous Driving

2 code implementations16 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.

Autonomous Driving regression

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