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adversarial defense

325 papers

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Co-occurring keywords

adversarial attack (1621) adversarial robustness (1341) backdoor attack (385) adversarial training (1262) large language model (13587) adversarial learning (1595) text classification (6793) model robustness (480) adversarial example (564) neural network (6616)

Papers

Robust Bayesian Neural Networks by Spectral Expectation Bound Regularization CVPR 2021
LAFEAT: Piercing Through Adversarial Defenses With Latent Features CVPR 2021
Natural language adversarial defense through synonym encoding UAI 2021
Defense-Friendly Images in Adversarial Attacks: Dataset and Metrics for Perturbation Difficulty WACV 2021
Grey-box Adversarial Attack And Defence For Sentiment Classification NAACL 2021
Evaluating Deception Detection Model Robustness To Linguistic Variation NAACL 2021
Integrated Defense for Resilient Graph Matching ICML 2021
CLEAR: Clean-Up Sample-Targeted Backdoor in Neural Networks ICCV 2021
Integer-Arithmetic-Only Certified Robustness for Quantized Neural Networks ICCV 2021
AGKD-BML: Defense Against Adversarial Attack by Attention Guided Knowledge Distillation and Bi-Directional Metric Learning ICCV 2021
DeepRobust: a Platform for Adversarial Attacks and Defenses AAAI 2021
ONION: A Simple and Effective Defense Against Textual Backdoor Attacks EMNLP 2021
MagDR: Mask-Guided Detection and Reconstruction for Defending Deepfakes CVPR 2021
FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective NIPS 2021
Class-Disentanglement and Applications in Adversarial Detection and Defense NIPS 2021
Stable Neural ODE with Lyapunov-Stable Equilibrium Points for Defending Against Adversarial Attacks NIPS 2021
Automated Discovery of Adaptive Attacks on Adversarial Defenses NIPS 2021
Adversarial Defence by Diversified Simultaneous Training of Deep Ensembles AAAI 2021
Defense against Synonym Substitution-based Adversarial Attacks via Dirichlet Neighborhood Ensemble ACL 2021
RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models EMNLP 2021
Sequential Randomized Smoothing for Adversarially Robust Speech Recognition EMNLP 2021
Searching for an Effective Defender: Benchmarking Defense against Adversarial Word Substitution EMNLP 2021
Defending Against Model Stealing Attacks With Adaptive Misinformation CVPR 2020
Certified Defense to Image Transformations via Randomized Smoothing NIPS 2020
Guided Adversarial Attack for Evaluating and Enhancing Adversarial Defenses NIPS 2020