11:23USENIX Security '23 - Extracting Training Data from Diffusion ModelsUSENIX966 viewsView & Download
11:49USENIX Security '23 - DiffSmooth: Certifiably Robust Learning via Diffusion Models and Local...USENIX127 viewsView & Download
11:28USENIX Security '21 - Extracting Training Data from Large Language ModelsUSENIX4.0K viewsView & Download
11:57USENIX Security '23 - PELICAN: Exploiting Backdoors of Naturally Trained Deep Learning Models In...USENIX199 viewsView & Download
13:13USENIX Security '23 - Tight Auditing of Differentially Private Machine LearningUSENIX450 viewsView & Download
10:45USENIX Security '24 - Privacy Side Channels in Machine Learning SystemsUSENIX177 viewsView & Download
13:00USENIX Security '24 - It Doesn't Look Like Anything to Me: Using Diffusion Model to Subvert...USENIX98 viewsView & Download
12:36USENIX Security '24 - FVD-DPM: Fine-grained Vulnerability Detection via Conditional Diffusion...USENIX47 viewsView & Download
10:28USENIX Security '20 - Exploring Connections Between Active Learning and Model ExtractionUSENIX482 viewsView & Download
10:52USENIX Security '23 - DAFL: Directed Grey-box Fuzzing guided by Data DependencyUSENIX388 viewsView & Download
11:58USENIX Security '24 - A Linear Reconstruction Approach for Attribute Inference Attacks against...USENIX112 viewsView & Download
12:02USENIX Security '23 - HOLMES: Efficient Distribution Testing for Secure Collaborative LearningUSENIX122 viewsView & Download
11:42USENIX Security '24 - SecurityNet: Assessing Machine Learning Vulnerabilities on Public ModelsUSENIX119 viewsView & Download
10:45USENIX Security '24 - dp-promise: Differentially Private Diffusion Probabilistic Models for Image...USENIX160 viewsView & Download
14:02USENIX Security '24 - PrivImage: Differentially Private Synthetic Image Generation using...USENIX67 viewsView & Download
14:56USENIX Security '24 - How Does a Deep Learning Model Architecture Impact Its Privacy?...USENIX164 viewsView & Download
10:11USENIX Security '24 - Quantifying Privacy Risks of Prompts in Visual Prompt LearningUSENIX126 viewsView & Download
14:10USENIX Security '24 - Property Existence Inference against Generative ModelsUSENIX62 viewsView & Download
