adversarial defense

Integrated Defense for Resilient Graph Matching ICML 2021 LAFEAT: Piercing Through Adversarial Defenses With Latent Features CVPR 2021 MagDR: Mask-Guided Detection and Reconstruction for Defending Deepfakes CVPR 2021 Natural language adversarial defense through synonym encoding UAI 2021 ONION: A Simple and Effective Defense Against Textual Backdoor Attacks EMNLP 2021 Online Adversarial Purification based on Self-supervised Learning ICLR 2021 Pairing Weak with Strong: Twin Models for Defending Against Adversarial Attack on Speaker Verification Interspeech 2021 Randomized Generation of Adversary-aware Fake Knowledge Graphs to Combat Intellectual Property Theft AAAI 2021 RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models EMNLP 2021 Robust Bayesian Neural Networks by Spectral Expectation Bound Regularization CVPR 2021 Searching for an Effective Defender: Benchmarking Defense against Adversarial Word Substitution EMNLP 2021 Sequential Randomized Smoothing for Adversarially Robust Speech Recognition EMNLP 2021 Simple and Effective Stochastic Neural Networks AAAI 2021 Stable Neural ODE with Lyapunov-Stable Equilibrium Points for Defending Against Adversarial Attacks NeurIPS 2021 Stochastic Security: Adversarial Defense Using Long-Run Dynamics of Energy-Based Models ICLR 2021 Voting for the Right Answer: Adversarial Defense for Speaker Verification Interspeech 2021 Adversarial Attack and Defense of Structured Prediction Models EMNLP 2020 Adversarial Defense based on Structure-to-Signal Autoencoders WACV 2020 A Game Theoretic Analysis of Additive Adversarial Attacks and Defenses NeurIPS 2020 Benchmarking Adversarial Robustness on Image Classification CVPR 2020 Biologically inspired sleep algorithm for increased generalization and adversarial robustness in deep neural networks ICLR 2020 Boosting Adversarial Training with Hypersphere Embedding NeurIPS 2020 Certified Defense to Image Transformations via Randomized Smoothing NeurIPS 2020 Defending Against Model Stealing Attacks With Adaptive Misinformation CVPR 2020 Defending Against Universal Attacks Through Selective Feature Regeneration CVPR 2020