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12:04USENIX Security '22 - Ground Truth for Binary Disassembly is Not EasyUSENIX252 viewsView & Download
11:09USENIX Security '22 - Mitigating Membership Inference Attacks by Self-Distillation Through a NovelUSENIX860 viewsView & Download
26:42USENIX Security '14 - Blanket Execution: Dynamic Similarity Testing for Program BinariesUSENIX115 viewsView & Download
13:56USENIX Security '22 - Membership Inference Attacks and Defenses in Neural Network PruningUSENIX855 viewsView & Download
13:05USENIX Security '24 - ACE: A Model Poisoning Attack on Contribution Evaluation Methods...USENIX56 viewsView & Download
16:10USENIX Security '22 - Adversarial Detection Avoidance Attacks: Evaluating the robustnessUSENIX297 viewsView & Download
26:23USENIX Security '15 - Recognizing Functions in Binaries with Neural NetworksUSENIX246 viewsView & Download
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11:34USENIX Security '22 - Increasing Adversarial Uncertainty to Scale Private Similarity TestingUSENIX129 viewsView & Download
13:01USENIX Security '22 - Inference Attacks Against Graph Neural NetworksUSENIX566 viewsView & Download
12:29USENIX Security '23 - Adversarial Training for Raw-Binary Malware ClassifiersUSENIX544 viewsView & Download
18:28USENIX Security '22 - SIMC: ML Inference Secure Against Malicious Clients at Semi-Honest CostUSENIX327 viewsView & Download
12:12USENIX Security '21 - DeepReflect: Discovering Malicious Functionality through Binary ReconstructionUSENIX453 viewsView & Download
21:14USENIX Security '19 - Improving Robustness of ML Classifiers against Realizable EvasioUSENIX397 viewsView & Download
22:15USENIX Security '19 - TESSERACT: Eliminating Experimental Bias in Malware ClassificationUSENIX1.3K viewsView & Download
11:06USENIX Security '22 - Label Inference Attacks Against Vertical Federated LearningUSENIX1.3K viewsView & Download
10:56USENIX Security '22 - ML-Doctor: Holistic Risk Assessment of Inference Attacks Against MachineUSENIX483 viewsView & Download
48:15USENIX Security '19 - Lessons Learned from Evaluating the Robustness of Defenses toUSENIX1.6K viewsView & Download
12:15USENIX Security '22 - Decomperson: How Humans Decompile and What We Can Learn From ItUSENIX344 viewsView & Download
