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Home/Authors/Itay Zloczower

Itay Zloczower

1 indexed paper

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26

Top categories

Crypto×1AI×1ML×1

Frequent co-authors

Eyal Lenga1×
Gilad Gressel1×
Yisroel Mirsky1×

Research Timeline

2026
One Step to the Side: Why Defenses Against Malicious Finetuning Fail Under Adaptive Adversaries

The paper demonstrates that current defenses against malicious fine-tuning of foundation models are insufficient because they only address fixed attacks, and introduces a unified adaptive attack that breaks these defenses.

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Papers

cs.CRcs.AIcs.LGRecentMay 14, 2026

One Step to the Side: Why Defenses Against Malicious Finetuning Fail Under Adaptive Adversaries

Itay Zloczower, Eyal Lenga, Gilad Gressel, Yisroel Mirsky

The paper demonstrates that current defenses against malicious fine-tuning of foundation models are insufficient because they only address fixed attacks, and introduces a unified adaptive attack that…

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