certified defense

Certified but Fooled! Breaking Certified Defenses with Ghost Certificates AAAI 2026 CluCERT: Certifying LLM Robustness via Clustering-Guided Denoising Smoothing AAAI 2026 Deterministic Certification of Graph Neural Networks against Graph Poisoning Attacks with Arbitrary Perturbations CVPR 2025 GraphProt: Certified Black-Box Shielding Against Backdoored Graph Models IJCAI 2025 Multi-level Certified Defense Against Poisoning Attacks in Offline Reinforcement Learning ICLR 2025 Adaptive Randomized Smoothing: Certified Adversarial Robustness for Multi-Step Defences NeurIPS 2024 CERT-ED: Certifiably Robust Text Classification for Edit Distance EMNLP 2024 GNNCert: Deterministic Certification of Graph Neural Networks against Adversarial Perturbations ICLR 2024 On the Scalability of Certified Adversarial Robustness with Generated Data NeurIPS 2024 Provable Robustness against a Union of L_0 Adversarial Attacks AAAI 2024 Random Smooth-based Certified Defense against Text Adversarial Attack EACL 2024 CBD: A Certified Backdoor Detector Based on Local Dominant Probability NeurIPS 2023 Certified Defense for Content Based Image Retrieval WACV 2023 Enhancing the Antidote: Improved Pointwise Certifications against Poisoning Attacks AAAI 2023 Improving Adversarial Robustness via Joint Classification and Multiple Explicit Detection Classes AISTATS 2023 Improving l1-Certified Robustness via Randomized Smoothing by Leveraging Box Constraints ICML 2023 PointCert: Point Cloud Classification With Deterministic Certified Robustness Guarantees CVPR 2023 RANCER: Non-Axis Aligned Anisotropic Certification With Randomized Smoothing WACV 2023 The Best Defense Is a Good Offense: Adversarial Augmentation Against Adversarial Attacks CVPR 2023 BagFlip: A Certified Defense Against Data Poisoning NeurIPS 2022 Certified Adversarial Robustness Under the Bounded Support Set ICML 2022 Certified Robustness via Randomized Smoothing over Multiplicative Parameters of Input Transformations IJCAI 2022 Double Sampling Randomized Smoothing ICML 2022 Improved Certified Defenses against Data Poisoning with (Deterministic) Finite Aggregation ICML 2022 Towards Practical Certifiable Patch Defense With Vision Transformer CVPR 2022