Search Results for author: David Khachaturov

Found 2 papers, 1 papers with code

Human-Producible Adversarial Examples

no code implementations30 Sep 2023 David Khachaturov, Yue Gao, Ilia Shumailov, Robert Mullins, Ross Anderson, Kassem Fawaz

Visual adversarial examples have so far been restricted to pixel-level image manipulations in the digital world, or have required sophisticated equipment such as 2D or 3D printers to be produced in the physical real world.

Markpainting: Adversarial Machine Learning meets Inpainting

1 code implementation1 Jun 2021 David Khachaturov, Ilia Shumailov, Yiren Zhao, Nicolas Papernot, Ross Anderson

Inpainting is a learned interpolation technique that is based on generative modeling and used to populate masked or missing pieces in an image; it has wide applications in picture editing and retouching.

BIG-bench Machine Learning

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