Adversarial Learning

Randomized Smoothing with Masked Inference for Adversarially Robust Text Classifications ACL 2023 Rate Gradient Approximation Attack Threats Deep Spiking Neural Networks CVPR 2023 Reconstructive Neuron Pruning for Backdoor Defense ICML 2023 Reducing Sentiment Bias in Pre-trained Sentiment Classification via Adaptive Gumbel Attack AAAI 2023 Reliable Robustness Evaluation via Automatically Constructed Attack Ensembles AAAI 2023 Rethinking Backdoor Attacks ICML 2023 Revisiting Graph Adversarial Attack and Defense From a Data Distribution Perspective ICLR 2023 Revisiting Item Promotion in GNN-Based Collaborative Filtering: A Masked Targeted Topological Attack Perspective AAAI 2023 RIATIG: Reliable and Imperceptible Adversarial Text-to-Image Generation With Natural Prompts CVPR 2023 Robust Algorithms on Adaptive Inputs from Bounded Adversaries ICLR 2023 Robust Linear Regression: Gradient-descent, Early-stopping, and Beyond AISTATS 2023 Robust Perception through Equivariance ICML 2023 Robust Single Image Reflection Removal Against Adversarial Attacks CVPR 2023 Run-off Election: Improved Provable Defense against Data Poisoning Attacks ICML 2023 SAM as an Optimal Relaxation of Bayes ICLR 2023 Seasoning Model Soups for Robustness to Adversarial and Natural Distribution Shifts CVPR 2023 Shared Adversarial Unlearning: Backdoor Mitigation by Unlearning Shared Adversarial Examples NeurIPS 2023 Sibling-Attack: Rethinking Transferable Adversarial Attacks Against Face Recognition CVPR 2023 Similarizing the Influence of Words with Contrastive Learning to Defend Word-level Adversarial Text Attack ACL 2023 Single Image Backdoor Inversion via Robust Smoothed Classifiers CVPR 2023 SlothSpeech: Denial-of-service Attack Against Speech Recognition Models Interspeech 2023 SlowBERT: Slow-down Attacks on Input-adaptive Multi-exit BERT ACL 2023 SlowLiDAR: Increasing the Latency of LiDAR-Based Detection Using Adversarial Examples CVPR 2023 Sparse Black-Box Multimodal Attack for Vision-Language Adversary Generation EMNLP 2023 Squeeze Training for Adversarial Robustness ICLR 2023