Search Results for author: Snir Vitrack Tamam

Found 2 papers, 1 papers with code

A Melting Pot of Evolution and Learning

no code implementations8 Jun 2023 Moshe Sipper, Achiya Elyasaf, Tomer Halperin, Zvika Haramaty, Raz Lapid, Eyal Segal, Itai Tzruia, Snir Vitrack Tamam

We survey eight recent works by our group, involving the successful blending of evolutionary algorithms with machine learning and deep learning: 1.

Classification Evolutionary Algorithms +3

Foiling Explanations in Deep Neural Networks

1 code implementation27 Nov 2022 Snir Vitrack Tamam, Raz Lapid, Moshe Sipper

Our novel algorithm, AttaXAI, a model-agnostic, adversarial attack on XAI algorithms, only requires access to the output logits of a classifier and to the explanation map; these weak assumptions render our approach highly useful where real-world models and data are concerned.

Adversarial Attack Explainable artificial intelligence +1

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