Furkan Mumcu
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126
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ML×1Crypto×1
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2026
Detecting Adversarial Data via Provable Adversarial Noise Amplification
The paper formally proves a theorem regarding adversarial noise amplification and proposes a novel, lightweight detection mechanism that uses this enhanced signal for robust adversarial defense.
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