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04/05/2023
A Certified Radius-Guided Attack Framework to Image Segmentation Models
Image segmentation is an important problem in many safety-critical appli...
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01/07/2023
REaaS: Enabling Adversarially Robust Downstream Classifiers via Robust Encoder as a Service
Encoder as a service is an emerging cloud service. Specifically, a servi...
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12/06/2022
Pre-trained Encoders in Self-Supervised Learning Improve Secure and Privacy-preserving Supervised Learning
Classifiers in supervised learning have various security and privacy iss...
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10/03/2022
MultiGuard: Provably Robust Multi-label Classification against Adversarial Examples
Multi-label classification, which predicts a set of labels for an input,...
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05/25/2022
jTrans: Jump-Aware Transformer for Binary Code Similarity
Binary code similarity detection (BCSD) has important applications in va...
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08/25/2021