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Chia-Yi Hsu

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Ring-A-Bell! How Reliable are Concept Removal Methods for Diffusion Models?

Oct 16, 2023
Yu-Lin Tsai, Chia-Yi Hsu, Chulin Xie, Chih-Hsun Lin, Jia-You Chen, Bo Li, Pin-Yu Chen, Chia-Mu Yu, Chun-Ying Huang

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DPAF: Image Synthesis via Differentially Private Aggregation in Forward Phase

Apr 20, 2023
Chih-Hsun Lin, Chia-Yi Hsu, Chia-Mu Yu, Yang Cao, Chun-Ying Huang

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CAFE: Catastrophic Data Leakage in Vertical Federated Learning

Nov 02, 2021
Xiao Jin, Pin-Yu Chen, Chia-Yi Hsu, Chia-Mu Yu, Tianyi Chen

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Real-World Adversarial Examples involving Makeup Application

Sep 04, 2021
Chang-Sheng Lin, Chia-Yi Hsu, Pin-Yu Chen, Chia-Mu Yu

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Formalizing Generalization and Robustness of Neural Networks to Weight Perturbations

Mar 03, 2021
Yu-Lin Tsai, Chia-Yi Hsu, Chia-Mu Yu, Pin-Yu Chen

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Adversarial Examples for Unsupervised Machine Learning Models

Mar 02, 2021
Chia-Yi Hsu, Pin-Yu Chen, Songtao Lu, Sijia Lu, Chia-Mu Yu

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Non-Singular Adversarial Robustness of Neural Networks

Feb 23, 2021
Yu-Lin Tsai, Chia-Yi Hsu, Chia-Mu Yu, Pin-Yu Chen

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On The Utility of Conditional Generation Based Mutual Information for Characterizing Adversarial Subspaces

Sep 24, 2018
Chia-Yi Hsu, Pei-Hsuan Lu, Pin-Yu Chen, Chia-Mu Yu

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