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Adversarial Learning

1235 directly classified papers

Papers per year

Papers

Exploring Adversarial Robustness of Deep State Space Models NIPS 2024
Certified Robustness for Deep Equilibrium Models via Serialized Random Smoothing NIPS 2024
Adversarially Robust Dense-Sparse Tradeoffs via Heavy-Hitters NIPS 2024
JailbreakBench: An Open Robustness Benchmark for Jailbreaking Large Language Models NIPS 2024
On the Robustness of Neural-Enhanced Video Streaming against Adversarial Attacks AAAI 2024
BadFusion: 2D-Oriented Backdoor Attacks against 3D Object Detection IJCAI 2024
Adaptive Immune-based Sound-Shape Code Substitution for Adversarial Chinese Text Attacks EMNLP 2024
Jailbreaking Large Language Models Against Moderation Guardrails via Cipher Characters NIPS 2024
Boosting Adversarial Transferability across Model Genus by Deformation-Constrained Warping AAAI 2024
DiffAM: Diffusion-based Adversarial Makeup Transfer for Facial Privacy Protection CVPR 2024
Data Poisoning based Backdoor Attacks to Contrastive Learning CVPR 2024
Overload: Latency Attacks on Object Detection for Edge Devices CVPR 2024
Game-Theoretic Unlearnable Example Generator AAAI 2024
Hide in Thicket: Generating Imperceptible and Rational Adversarial Perturbations on 3D Point Clouds CVPR 2024
GaLileo: General Linear Relaxation Framework for Tightening Robustness Certification of Transformers AAAI 2024
Towards Large Certified Radius in Randomized Smoothing Using Quasiconcave Optimization AAAI 2024
Attack To Defend: Exploiting Adversarial Attacks for Detecting Poisoned Models CVPR 2024
UMA: Facilitating Backdoor Scanning via Unlearning-Based Model Ablation AAAI 2024
Robustness Verification of Multi-Class Tree Ensembles AAAI 2024
Unsegment Anything by Simulating Deformation CVPR 2024
NeRFail: Neural Radiance Fields-Based Multiview Adversarial Attack AAAI 2024
Deep-TROJ: An Inference Stage Trojan Insertion Algorithm through Efficient Weight Replacement Attack CVPR 2024
Accelerating Adversarially Robust Model Selection for Deep Neural Networks via Racing AAAI 2024
Closing the Gap: Achieving Better Accuracy-Robustness Tradeoffs against Query-Based Attacks AAAI 2024
Towards Accurate and Robust Architectures via Neural Architecture Search CVPR 2024