Adversarial Learning

Simple Post-Training Robustness Using Test Time Augmentations and Random Forest WACV 2024 Simulating Opinion Dynamics with Networks of LLM-based Agents NAACL 2024 Skip-GANomaly++: Skip Connections and Residual Blocks for Anomaly Detection (Student Abstract) AAAI 2024 SlowFormer: Adversarial Attack on Compute and Energy Consumption of Efficient Vision Transformers CVPR 2024 SlowTrack: Increasing the Latency of Camera-Based Perception in Autonomous Driving Using Adversarial Examples AAAI 2024 Smart Lexical Search for Label Flipping Adversial Attack ACL 2024 Social Learning through Interactions with Other Agents: A Survey IJCAI 2024 Soften to Defend: Towards Adversarial Robustness via Self-Guided Label Refinement CVPR 2024 Soft Prompt Threats: Attacking Safety Alignment and Unlearning in Open-Source LLMs through the Embedding Space NeurIPS 2024 Sparse Enhanced Network: An Adversarial Generation Method for Robust Augmentation in Sequential Recommendation AAAI 2024 Speaker-Independent Acoustic-to-Articulatory Inversion through Multi-Channel Attention Discriminator Interspeech 2024 Spear and Shield: Adversarial Attacks and Defense Methods for Model-Based Link Prediction on Continuous-Time Dynamic Graphs AAAI 2024 Spear: Evaluate the Adversarial Robustness of Compressed Neural Models IJCAI 2024 Spectrum Extraction and Clipping for Implicitly Linear Layers AISTATS 2024 Stability and Generalization of Adversarial Training for Shallow Neural Networks with Smooth Activation NeurIPS 2024 Stable Unlearnable Example: Enhancing the Robustness of Unlearnable Examples via Stable Error-Minimizing Noise AAAI 2024 Stealthy Attack on Large Language Model based Recommendation ACL 2024 Step-level Value Preference Optimization for Mathematical Reasoning EMNLP 2024 Step Vulnerability Guided Mean Fluctuation Adversarial Attack against Conditional Diffusion Models AAAI 2024 Stochastic Binary Network for Universal Domain Adaptation WACV 2024 Stochastic Smoothed Gradient Descent Ascent for Federated Minimax Optimization AISTATS 2024 Strategic Preys Make Acute Predators: Enhancing Camouflaged Object Detectors by Generating Camouflaged Objects ICLR 2024 Stronger and Transferable Node Injection Attacks AAAI 2024 Strong Transferable Adversarial Attacks via Ensembled Asymptotically Normal Distribution Learning CVPR 2024 Structured Gradient-based Interpretations via Norm-Regularized Adversarial Training CVPR 2024