conftrace_

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

Effective Backdoor Defense by Exploiting Sensitivity of Poisoned Samples NIPS 2022
DISCO: Adversarial Defense with Local Implicit Functions NIPS 2022
Diffusion Models for Adversarial Purification ICML 2022
On Global-view Based Defense via Adversarial Attack and Defense Risk Guaranteed Bounds AISTATS 2022
SparseFed: Mitigating Model Poisoning Attacks in Federated Learning with Sparsification AISTATS 2022
Not All Poisons are Created Equal: Robust Training against Data Poisoning ICML 2022
On the Effectiveness of Small Input Noise for Defending Against Query-Based Black-Box Attacks WACV 2022
DAD: Data-Free Adversarial Defense at Test Time WACV 2022
Learn2Weight: Parameter Adaptation against Similar-domain Adversarial Attacks COLING 2022
Modeling Adversarial Noise for Adversarial Training ICML 2022
Adversarial Text Normalization NAACL 2022
GSmooth: Certified Robustness against Semantic Transformations via Generalized Randomized Smoothing ICML 2022
You Don’t Know My Favorite Color: Preventing Dialogue Representations from Revealing Speakers’ Private Personas NAACL 2022
Data dependent randomized smoothing UAI 2022
Bayesian Learning with Information Gain Provably Bounds Risk for a Robust Adversarial Defense ICML 2022
Adversarial Attack and Defense for Non-Parametric Two-Sample Tests ICML 2022
Constrained Optimization with Dynamic Bound-scaling for Effective NLP Backdoor Defense ICML 2022
Improving Adversarial Robustness via Mutual Information Estimation ICML 2022
CARBEN: Composite Adversarial Robustness Benchmark IJCAI 2022
A Unified Framework for Adversarial Attack and Defense in Constrained Feature Space IJCAI 2022
Defending Graph Convolutional Networks against Dynamic Graph Perturbations via Bayesian Self-Supervision AAAI 2022
Preemptive Image Robustification for Protecting Users against Man-in-the-Middle Adversarial Attacks AAAI 2022
CLPA: Clean-Label Poisoning Availability Attacks Using Generative Adversarial Nets AAAI 2022
Perturbations in the Wild: Leveraging Human-Written Text Perturbations for Realistic Adversarial Attack and Defense ACL 2022
ROSE: Robust Selective Fine-tuning for Pre-trained Language Models EMNLP 2022