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Lujo Bauer

Sales Whisperer: A Human-Inconspicuous Attack on LLM Brand Recommendations

Jun 07, 2024
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Group-based Robustness: A General Framework for Customized Robustness in the Real World

Jun 29, 2023
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Randomness in ML Defenses Helps Persistent Attackers and Hinders Evaluators

Feb 27, 2023
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Certified Robustness of Learning-based Static Malware Detectors

Jan 31, 2023
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Constrained Gradient Descent: A Powerful and Principled Evasion Attack Against Neural Networks

Dec 28, 2021
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Optimization-Guided Binary Diversification to Mislead Neural Networks for Malware Detection

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Dec 19, 2019
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$n$-ML: Mitigating Adversarial Examples via Ensembles of Topologically Manipulated Classifiers

Dec 19, 2019
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On the Suitability of $L_p$-norms for Creating and Preventing Adversarial Examples

Jul 27, 2018
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Adversarial Generative Nets: Neural Network Attacks on State-of-the-Art Face Recognition

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Dec 31, 2017
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