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

Immunization against harmful fine-tuning attacks EMNLP 2024
MLLM-Protector: Ensuring MLLM’s Safety without Hurting Performance EMNLP 2024
Defense Against Adversarial Cloud Attack on Remote Sensing Salient Object Detection WACV 2024
The Best Defense is Attack: Repairing Semantics in Textual Adversarial Examples EMNLP 2024
Defense Against Adversarial Attacks on No-Reference Image Quality Models with Gradient Norm Regularization CVPR 2024
Invariant Aggregator for Defending against Federated Backdoor Attacks AISTATS 2024
A Simple and Yet Fairly Effective Defense for Graph Neural Networks AAAI 2024
Resisting Backdoor Attacks in Federated Learning via Bidirectional Elections and Individual Perspective AAAI 2024
Improving Robustness of GNN-based Anomaly Detection by Graph Adversarial Training COLING 2024
Random Entangled Tokens for Adversarially Robust Vision Transformer CVPR 2024
Value at Adversarial Risk: A Graph Defense Strategy against Cost-Aware Attacks AAAI 2024
GLOW: Global Layout Aware Attacks on Object Detection CVPR 2024
Spear and Shield: Adversarial Attacks and Defense Methods for Model-Based Link Prediction on Continuous-Time Dynamic Graphs AAAI 2024
SAME: Sample Reconstruction against Model Extraction Attacks AAAI 2024
Nearest is Not Dearest: Towards Practical Defense against Quantization-conditioned Backdoor Attacks CVPR 2024
Fooling the Textual Fooler via Randomizing Latent Representations ACL 2024
Here’s a Free Lunch: Sanitizing Backdoored Models with Model Merge ACL 2024
Mitigating Backdoor Attack by Injecting Proactive Defensive Backdoor NIPS 2024
Defending LLMs against Jailbreaking Attacks via Backtranslation ACL 2024
PointCVaR: Risk-Optimized Outlier Removal for Robust 3D Point Cloud Classification AAAI 2024
Closing the Gap: Achieving Better Accuracy-Robustness Tradeoffs against Query-Based Attacks AAAI 2024
Progressive Poisoned Data Isolation for Training-Time Backdoor Defense AAAI 2024
Unsupervised Deep Graph Structure and Embedding Learning IJCAI 2024
Revisiting Adversarial Training Under Long-Tailed Distributions CVPR 2024
Two Heads are Better than One: Nested PoE for Robust Defense Against Multi-Backdoors NAACL 2024