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Xiaolin Xu

GraphCroc: Cross-Correlation Autoencoder for Graph Structural Reconstruction

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Oct 04, 2024
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AdaPI: Facilitating DNN Model Adaptivity for Efficient Private Inference in Edge Computing

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Jul 08, 2024
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SSNet: A Lightweight Multi-Party Computation Scheme for Practical Privacy-Preserving Machine Learning Service in the Cloud

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Jun 04, 2024
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Bileve: Securing Text Provenance in Large Language Models Against Spoofing with Bi-level Signature

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Jun 04, 2024
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TBNet: A Neural Architectural Defense Framework Facilitating DNN Model Protection in Trusted Execution Environments

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May 07, 2024
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Scheduled Knowledge Acquisition on Lightweight Vector Symbolic Architectures for Brain-Computer Interfaces

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Mar 18, 2024
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LinGCN: Structural Linearized Graph Convolutional Network for Homomorphically Encrypted Inference

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Sep 30, 2023
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AutoReP: Automatic ReLU Replacement for Fast Private Network Inference

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Aug 20, 2023
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VertexSerum: Poisoning Graph Neural Networks for Link Inference

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Aug 02, 2023
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NNSplitter: An Active Defense Solution to DNN Model via Automated Weight Obfuscation

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Apr 28, 2023
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