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06/14/2022
Turning a Curse Into a Blessing: Enabling Clean-Data-Free Defenses by Model Inversion
It is becoming increasingly common to utilize pre-trained models provide...
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10/07/2021
Adversarial Unlearning of Backdoors via Implicit Hypergradient
We propose a minimax formulation for removing backdoors from a given poi...
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09/13/2021
Sensor Adversarial Traits: Analyzing Robustness of 3D Object Detection Sensor Fusion Models
A critical aspect of autonomous vehicles (AVs) is the object detection s...
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04/07/2021
Rethinking the Backdoor Attacks' Triggers: A Frequency Perspective
Backdoor attacks have been considered a severe security threat to deep l...
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04/28/2020
Minority Reports Defense: Defending Against Adversarial Patches
Deep learning image classification is vulnerable to adversarial attack, ...
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07/16/2019
