{EaTVul}: {ChatGPT-based} Evasion Attack Against Software Vulnerability Detection
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2024. {EaTVul}: {ChatGPT-based} Evasion Attack Against Software Vulnerability Detection. 33rd USENIX Security Symposium (USENIX Security 24). :7357--7374.
How Does a Deep Learning Model Architecture Impact Its Privacy? A Comprehensive Study of Privacy Attacks on {CNNs} and Transformers
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2024. How Does a Deep Learning Model Architecture Impact Its Privacy? A Comprehensive Study of Privacy Attacks on {CNNs} and Transformers 33rd USENIX Security Symposium (USENIX Security 24). :6795--6812.
Fast and Private Inference of Deep Neural Networks by Co-designing Activation Functions
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2024. Fast and Private Inference of Deep Neural Networks by Co-designing Activation Functions. 33rd USENIX Security Symposium (USENIX Security 24). :2191--2208.
Transferability of White-box Perturbations: {Query-Efficient} Adversarial Attacks against Commercial {DNN} Services
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2024. Transferability of White-box Perturbations: {Query-Efficient} Adversarial Attacks against Commercial {DNN} Services. 33rd USENIX Security Symposium (USENIX Security 24). :2991--3008.