"robustness certification" Papers

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Certifying Language Model Robustness with Fuzzed Randomized Smoothing: An Efficient Defense Against Backdoor Attacks

Bowei He, Lihao Yin, Huiling Zhen et al.

ICLR 2025arXiv:2502.06892
4
citations

COMMIT: Certifying Robustness of Multi-Sensor Fusion Systems Against Semantic Attacks

Zijian Huang, Wenda Chu, Linyi Li et al.

AAAI 2025paperarXiv:2403.02329
2
citations

Exact Certification of (Graph) Neural Networks Against Label Poisoning

Mahalakshmi Sabanayagam, Lukas Gosch, Stephan Günnemann et al.

ICLR 2025arXiv:2412.00537
3
citations

E2E-AT: A Unified Framework for Tackling Uncertainty in Task-Aware End-to-End Learning

8445 Wangkun Xu, Jianhong Wang, Fei Teng

AAAI 2024paperarXiv:2312.10587
5
citations

Et Tu Certifications: Robustness Certificates Yield Better Adversarial Examples

Andrew C. Cullen, Shijie Liu, Paul Montague et al.

ICML 2024arXiv:2302.04379
3
citations