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Haixu Tang

DPAdapter: Improving Differentially Private Deep Learning through Noise Tolerance Pre-training

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Mar 05, 2024
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The Janus Interface: How Fine-Tuning in Large Language Models Amplifies the Privacy Risks

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Oct 24, 2023
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Large Language Model Soft Ideologization via AI-Self-Consciousness

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Sep 28, 2023
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Gradient Shaping: Enhancing Backdoor Attack Against Reverse Engineering

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Jan 29, 2023
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Selective Amnesia: On Efficient, High-Fidelity and Blind Suppression of Backdoor Effects in Trojaned Machine Learning Models

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Dec 09, 2022
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Understanding Impacts of Task Similarity on Backdoor Attack and Detection

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Oct 12, 2022
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Bounding The Number of Linear Regions in Local Area for Neural Networks with ReLU Activations

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Jul 14, 2020
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Towards Fair Cross-Domain Adaptation via Generative Learning

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Mar 04, 2020
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Understanding Membership Inferences on Well-Generalized Learning Models

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Feb 13, 2018
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