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Defending Against Repetitive Backdoor Attacks on Semi-supervised Learning through Lens of Rate-Distortion-Perception Trade-off

Published in IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024

This paper is about the number 1. The number 2 is left for future work.

Recommended citation: Cheng-Yi Lee, Ching-Chia Kao, Cheng-Han Yeh, Chun-Shien Lu, Chia-Mu Yu, Chu-Song Chen. (2025). "Defending Against Repetitive Backdoor Attacks on Semi-supervised Learning through Lens of Rate-Distortion-Perception Trade-off." WACV.

Defending against Clean-Image Backdoor Attack in Multi-Label Classification

Published in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024

This paper is about the number 1. The number 2 is left for future work.

Recommended citation: Cheng-Yi Lee, Cheng-Chang Tsai, Ching-Chia Kao, Chun-Shien Lu, Chia-Mu Yu. (2024). "Defending against Clean-Image Backdoor Attack in Multi-Label Classification" ICASSP.
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On The Higher Moment Disparity of Backdoor Attacks

Published in IEEE International Conference on Multimedia and Expo (ICME), 2024

This paper is about the number 1. The number 2 is left for future work.

Recommended citation: Ching-Chia Kao, Cheng-Yi Lee, Chun-Shien Lu, Chia-Mu Yu, Chu-Song Chen. (2024). "On The Higher Moment Disparity of Backdoor Attacks." ICME.

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