Adversarial Learning

Attacking CNNs in Histopathology with SNAP: Sporadic and Naturalistic Adversarial Patches (Student Abstract) AAAI 2024 Attacking Transformers with Feature Diversity Adversarial Perturbation AAAI 2024 Attack Named Entity Recognition by Entity Boundary Interference COLING 2024 Attacks against Abstractive Text Summarization Models through Lead Bias and Influence Functions EMNLP 2024 Attack To Defend: Exploiting Adversarial Attacks for Detecting Poisoned Models CVPR 2024 AuctionNet: A Novel Benchmark for Decision-Making in Large-Scale Games NeurIPS 2024 Auditing Privacy Mechanisms via Label Inference Attacks NeurIPS 2024 AuriSRec: Adversarial User Intention Learning in Sequential Recommendation EMNLP 2024 AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models ICLR 2024 Automated Adversarial Discovery for Safety Classifiers NAACL 2024 A White-Box False Positive Adversarial Attack Method on Contrastive Loss Based Offline Handwritten Signature Verification Models AISTATS 2024 A Wolf in Sheep’s Clothing: Generalized Nested Jailbreak Prompts can Fool Large Language Models Easily NAACL 2024 BackdoorAlign: Mitigating Fine-tuning based Jailbreak Attack with Backdoor Enhanced Safety Alignment NeurIPS 2024 Backdoor Attacks via Machine Unlearning AAAI 2024 Backdoor Defense via Test-Time Detecting and Repairing CVPR 2024 Backdoor Federated Learning by Poisoning Backdoor-Critical Layers ICLR 2024 Backdoor NLP Models via AI-Generated Text COLING 2024 BackTime: Backdoor Attacks on Multivariate Time Series Forecasting NeurIPS 2024 BadAgent: Inserting and Activating Backdoor Attacks in LLM Agents ACL 2024 BadChain: Backdoor Chain-of-Thought Prompting for Large Language Models ICLR 2024 BadCLIP: Trigger-Aware Prompt Learning for Backdoor Attacks on CLIP CVPR 2024 BadFair: Backdoored Fairness Attacks with Group-conditioned Triggers EMNLP 2024 BadFusion: 2D-Oriented Backdoor Attacks against 3D Object Detection IJCAI 2024 BadRL: Sparse Targeted Backdoor Attack against Reinforcement Learning AAAI 2024 Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs NeurIPS 2024