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adversarial defense

356 papers

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Co-occurring keywords · papers mentioning both

adversarial attack (104) adversarial robustness (65) backdoor attack (39) adversarial training (36) adversarial example (28) large language model (28) adversarial learning (28) text classification (26) model robustness (24) neural network (23)

Papers

Adversarial Training on Purification (AToP): Advancing Both Robustness and Generalization ICLR 2024 Arabic Synonym BERT-based Adversarial Examples for Text Classification EACL 2024 A Simple and Yet Fairly Effective Defense for Graph Neural Networks AAAI 2024 BaDExpert: Extracting Backdoor Functionality for Accurate Backdoor Input Detection ICLR 2024 CausalDiff: Causality-Inspired Disentanglement via Diffusion Model for Adversarial Defense NeurIPS 2024 Certified Robustness for Deep Equilibrium Models via Serialized Random Smoothing NeurIPS 2024 Closing the Gap: Achieving Better Accuracy-Robustness Tradeoffs against Query-Based Attacks AAAI 2024 Cross-Task Defense: Instruction-Tuning LLMs for Content Safety NAACL 2024 DeepZero: Scaling Up Zeroth-Order Optimization for Deep Model Training ICLR 2024 Defending Against Weight-Poisoning Backdoor Attacks for Parameter-Efficient Fine-Tuning NAACL 2024 Defending LLMs against Jailbreaking Attacks via Backtranslation ACL 2024 Defense Against Adversarial Attacks on No-Reference Image Quality Models with Gradient Norm Regularization CVPR 2024 Defense Against Adversarial Cloud Attack on Remote Sensing Salient Object Detection WACV 2024 Defense without Forgetting: Continual Adversarial Defense with Anisotropic & Isotropic Pseudo Replay CVPR 2024 DiffHammer: Rethinking the Robustness of Diffusion-Based Adversarial Purification NeurIPS 2024 DRSM: De-Randomized Smoothing on Malware Classifier Providing Certified Robustness ICLR 2024 Fooling the Textual Fooler via Randomizing Latent Representations ACL 2024 GLOW: Global Layout Aware Attacks on Object Detection CVPR 2024 Here’s a Free Lunch: Sanitizing Backdoored Models with Model Merge ACL 2024 Immunization against harmful fine-tuning attacks EMNLP 2024 Improving Robustness of GNN-based Anomaly Detection by Graph Adversarial Training COLING 2024 IntensPure: Attack Intensity-aware Secondary Domain Adaptive Diffusion for Adversarial Purification IJCAI 2024 Invariant Aggregator for Defending against Federated Backdoor Attacks AISTATS 2024 MimicDiffusion: Purifying Adversarial Perturbation via Mimicking Clean Diffusion Model CVPR 2024 Mitigating Backdoor Attack by Injecting Proactive Defensive Backdoor NeurIPS 2024