conftrace_

certified defense

34 papers

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Co-occurring keywords

adversarial robustness (1341) randomized smoothing (87) adversarial example (564) neural network (6616) adversarial attack (1621) adversarial training (1262) certified robustness (116) robustness certification (47) backdoor attack (385) poisoning attack (98)

Papers

CluCERT: Certifying LLM Robustness via Clustering-Guided Denoising Smoothing AAAI 2026
Certified but Fooled! Breaking Certified Defenses with Ghost Certificates AAAI 2026
GraphProt: Certified Black-Box Shielding Against Backdoored Graph Models IJCAI 2025
Deterministic Certification of Graph Neural Networks against Graph Poisoning Attacks with Arbitrary Perturbations CVPR 2025
Adaptive Randomized Smoothing: Certified Adversarial Robustness for Multi-Step Defences NIPS 2024
Provable Robustness against a Union of L_0 Adversarial Attacks AAAI 2024
Random Smooth-based Certified Defense against Text Adversarial Attack EACL 2024
CERT-ED: Certifiably Robust Text Classification for Edit Distance EMNLP 2024
On the Scalability of Certified Adversarial Robustness with Generated Data NIPS 2024
RANCER: Non-Axis Aligned Anisotropic Certification With Randomized Smoothing WACV 2023
CBD: A Certified Backdoor Detector Based on Local Dominant Probability NIPS 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
The Best Defense Is a Good Offense: Adversarial Augmentation Against Adversarial Attacks CVPR 2023
PointCert: Point Cloud Classification With Deterministic Certified Robustness Guarantees CVPR 2023
Improving l1-Certified Robustness via Randomized Smoothing by Leveraging Box Constraints ICML 2023
Certified Defense for Content Based Image Retrieval WACV 2023
Certified Adversarial Robustness Under the Bounded Support Set ICML 2022
Double Sampling Randomized Smoothing ICML 2022
Improved Certified Defenses against Data Poisoning with (Deterministic) Finite Aggregation ICML 2022
Certified Robustness via Randomized Smoothing over Multiplicative Parameters of Input Transformations IJCAI 2022
Towards Practical Certifiable Patch Defense With Vision Transformer CVPR 2022
BagFlip: A Certified Defense Against Data Poisoning NIPS 2022
Fast Training of Provably Robust Neural Networks by SingleProp AAAI 2021
ScaleCert: Scalable Certified Defense against Adversarial Patches with Sparse Superficial Layers NIPS 2021