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08/23/2023
BaDExpert: Extracting Backdoor Functionality for Accurate Backdoor Input Detection
We present a novel defense, against backdoor attacks on Deep Neural Netw...
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06/22/2023
Visual Adversarial Examples Jailbreak Large Language Models
Recently, there has been a surge of interest in introducing vision into ...
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11/25/2021
Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks
One major goal of the AI security community is to securely and reliably ...
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07/15/2021
Subnet Replacement: Deployment-stage backdoor attack against deep neural networks in gray-box setting
We study the realistic potential of conducting backdoor attack against d...
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06/11/2021
Knowledge Enhanced Machine Learning Pipeline against Diverse Adversarial Attacks
Despite the great successes achieved by deep neural networks (DNNs), rec...
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09/09/2020