Search Results for author: Tzvika Shapira

Found 2 papers, 0 papers with code

Being Single Has Benefits. Instance Poisoning to Deceive Malware Classifiers

no code implementations30 Oct 2020 Tzvika Shapira, David Berend, Ishai Rosenberg, Yang Liu, Asaf Shabtai, Yuval Elovici

The performance of a machine learning-based malware classifier depends on the large and updated training set used to induce its model.

Malware Detection

Dynamic Adversarial Patch for Evading Object Detection Models

no code implementations25 Oct 2020 Shahar Hoory, Tzvika Shapira, Asaf Shabtai, Yuval Elovici

In order to demonstrate our attack in a real-world setup, we implemented the patches by attaching flat screens to the target object; the screens are used to present the patches and switch between them, depending on the current camera location.

Object object-detection +2

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