← Keywords

certified robustness

116 papers

Explore in graph

Co-occurring keywords

adversarial robustness (1335) randomized smoothing (87) neural network (6616) adversarial defense (324) adversarial attack (1599) adversarial training (1261) interval bound propagation (14) robustness certification (47) adversarial perturbation (376) neural network verification (106)

Papers

Certified Robustness via Randomized Smoothing over Multiplicative Parameters of Input Transformations IJCAI 2022
3DeformRS: Certifying Spatial Deformations on Point Clouds CVPR 2022
Certified Neural Network Watermarks with Randomized Smoothing ICML 2022
TPC: Transformation-Specific Smoothing for Point Cloud Models ICML 2022
Certified Patch Robustness via Smoothed Vision Transformers CVPR 2022
LOT: Layer-wise Orthogonal Training on Improving l2 Certified Robustness NIPS 2022
Rethinking Lipschitz Neural Networks and Certified Robustness: A Boolean Function Perspective NIPS 2022
Smoothed Embeddings for Certified Few-Shot Learning NIPS 2022
Improved Certified Defenses against Data Poisoning with (Deterministic) Finite Aggregation ICML 2022
Certified Robustness of Nearest Neighbors against Data Poisoning and Backdoor Attacks AAAI 2022
DeformRS: Certifying Input Deformations with Randomized Smoothing AAAI 2022
Prompt Certified Machine Unlearning with Randomized Gradient Smoothing and Quantization NIPS 2022
Double Bubble, Toil and Trouble: Enhancing Certified Robustness through Transitivity NIPS 2022
Improving Certified Robustness via Statistical Learning with Logical Reasoning NIPS 2022
Towards Automating Model Explanations with Certified Robustness Guarantees AAAI 2022
Input-Specific Robustness Certification for Randomized Smoothing AAAI 2022
Tight Neural Network Verification via Semidefinite Relaxations and Linear Reformulations AAAI 2022
Accelerating Certified Robustness Training via Knowledge Transfer NIPS 2022
Data dependent randomized smoothing UAI 2022
Robustness Certificates for Implicit Neural Networks: A Mixed Monotone Contractive Approach L4DC 2022
Certified Robustness via Locally Biased Randomized Smoothing L4DC 2022
Towards Evaluating and Training Verifiably Robust Neural Networks CVPR 2021
Relaxing Local Robustness NIPS 2021
Towards Certifying L-infinity Robustness using Neural Networks with L-inf-dist Neurons ICML 2021
Completing the Picture: Randomized Smoothing Suffers from the Curse of Dimensionality for a Large Family of Distributions AISTATS 2021