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Towards Robustness Certification Against Universal Perturbations.

, , , , , , и . ICLR, OpenReview.net, (2023)

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Huili Shi

Lei Shi

Zhanjun Shi

Jian Shi

Renhu Shi

 

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On the Convergence of Certified Robust Training with Interval Bound Propagation., , , и . ICLR, OpenReview.net, (2022)Efficiently Computing Local Lipschitz Constants of Neural Networks via Bound Propagation., , , , и . NeurIPS, (2022)Improving the Generation Quality of Watermarked Large Language Models via Word Importance Scoring., , , и . CoRR, (2023)Lyapunov-stable Neural Control for State and Output Feedback: A Novel Formulation., , , , , и . ICML, OpenReview.net, (2024)Effective Robustness against Natural Distribution Shifts for Models with Different Training Data., , , , , , и . CoRR, (2023)Fast Certified Robust Training with Short Warmup., , , , и . NeurIPS, стр. 18335-18349. (2021)On the Sensitivity and Stability of Model Interpretations in NLP., , , и . ACL (1), стр. 2631-2647. Association for Computational Linguistics, (2022)Lyapunov-stable Neural Control for State and Output Feedback: A Novel Formulation for Efficient Synthesis and Verification., , , , , и . CoRR, (2024)Defending LLMs against Jailbreaking Attacks via Backtranslation., , , и . ACL (Findings), стр. 16031-16046. Association for Computational Linguistics, (2024)A Deep Sequential Model for Discourse Parsing on Multi-Party Dialogues., и . AAAI, стр. 7007-7014. AAAI Press, (2019)