Toward Non-Singular Robustness of Neural Networks
- Yu-Lin Tsai
- Chia-Yi Hsu
- et al.
- 2021
- ICLR 2021
Publications
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212 results for Adversarial Robustness and Privacy
Formalizing Generalization and Robustness of Neural Networks to Weight Perturbations
- Yu-Lin Tsai
- Chia-Yi Hsu
- et al.
- 2021
- ICLR 2021
Stealthy Poisoning Attack on Certified Robustness
- Akshay Mehra
- Bhavya Kailkhura
- et al.
- 2020
- NeurIPS 2020
Do You Sign Your Model?
- Omid Aramoon
- Pin-Yu Chen
- et al.
- 2020
- ICML 2020
Attack Atlas: A Practitioner's Perspective on Challenges and Pitfalls in Red Teaming GenAI
- Ambrish Rawat
- Stefan Schoepf
- et al.
- 2024
- NeurIPS 2024
2nd Workshop on Data Integrity and Secure Cloud Computing (DISCC)
- Pradip Bose
- Jennifer Dworak
- et al.
- 2023
- MICRO 2023
The 2nd Workshop on New Frontiers in Adversarial Machine Learning
- Sijia Liu
- Pin-Yu Chen
- et al.
- 2023
- ICML 2023
Keeping Up with the Language Models: Robustness-Bias Interplay in NLI Data and Models
- Ioana Baldini Soares
- Chhavi Yadav
- et al.
- 2023
- ACL 2023
On the Feasibility of Compressing Certifiably Robust Neural Networks
- Pratik Vaishnavi
- Veena Krish
- et al.
- 2022
- NeurIPS 2022
New Frontiers in Adversarial Machine Learning
- Sijia Liu
- Pin-Yu Chen
- et al.
- 2022
- ICML 2022