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NeurIPS 2026U Science and Technology of ChinU LiverpoolU DundeeU ExeterAdversarial robustness

Manifold-Aligned Adversarial Perturbation for Anti-Customization under Diffusion-based Purification

Ruotian Liu, Zhen Chen, Zhiguo Yang, Xiangyu Yin and 2 more

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026U Science and Technology of ChinU DundeeU ExeterBackdoors & data poisoning

When Sanitization Becomes the Trigger: Defense-Triggered Backdoor Attacks

Zhiguo Yang, Ruotian Liu, Peipei Xu, Wenjie Ruan

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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