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poisoning attack

121 papers

Papers

Beyond Training-time Poisoning: Component-level and Post-training Backdoors in Deep Reinforcement Learning AAAI 2026 Clean-Label Physical Backdoor Attacks with Data Distillation AAAI 2026 Cost-Minimized Label-Flipping Poisoning Attack to LLM Alignment AAAI 2026 Defense Against Knowledge Poisoning Attack on GraphRAG ACL 2026 Deferred Poisoning: Making the Model More Vulnerable via Hessian Singularization AAAI 2026 Fact2Fiction: Targeted Poisoning Attack to Agentic Fact-checking System AAAI 2026 Good Gradients Poison Your Model: Evading Defenses in Federated Learning via Boundary-adaptive Perturbation AAAI 2026 LORETTA: A Low Resource Framework to Poison Continuous Time Dynamic Graphs AAAI 2026 PoInit-of-View: Poisoning Initialization of Views Transfers Across Multiple 3D Reconstruction Systems CVPR 2026 Safe RAG by RAG: Untying the Bell That RAG Rang with the RAG Hand AAAI 2026 Are Exemplar-Based Class Incremental Learning Models Victim of Black-Box Poison Attacks? WACV 2025 Backdoor Attacks Against No-Reference Image Quality Assessment Models via a Scalable Trigger AAAI 2025 Backdoor Defense via Enhanced Splitting and Trap Isolation ICCV 2025 BadJudge: Backdoor Vulnerabilities of LLM-As-A-Judge ICLR 2025 Collapsing Sequence-Level Data-Policy Coverage via Poisoning Attack in Offline Reinforcement Learning UAI 2025 Detecting Backdoor Samples in Contrastive Language Image Pretraining ICLR 2025 Deterministic Certification of Graph Neural Networks against Graph Poisoning Attacks with Arbitrary Perturbations CVPR 2025 FedHAN: A Cache-Based Semi-Asynchronous Federated Learning Framework Defending Against Poisoning Attacks in Heterogeneous Clients IJCAI 2025 Find a Scapegoat: Poisoning Membership Inference Attack and Defense to Federated Learning ICCV 2025 Grimm: A Plug-and-Play Perturbation Rectifier for Graph Neural Networks Defending Against Poisoning Attacks AAAI 2025 Influence-Based Fair Selection for Sample-Discriminative Backdoor Attack AAAI 2025 Is Poisoning a Real Threat to DPO? Maybe More So Than You Think AAAI 2025 Mind the Cost of Scaffold! Benign Clients May Even Become Accomplices of Backdoor Attack ICCV 2025 Multi-level Certified Defense Against Poisoning Attacks in Offline Reinforcement Learning ICLR 2025 On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains ICML 2025