Author

Arham Riaz

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Preprint Aug 2026

Low-ASR Backdoors: Exploiting Attack Success Rate Reduction and Attacker-Defender Asymmetry

A reverse-training framework is introduced that weakens the trigger-target association, producing low-ASR backdoor models while preserving clean-input performance and exposing a fundamental attacker-defender asymmetry in existing defense paradigms.

Arham Riaz, Ting Yu · 0 citations