backdoor attack

Simulate and Eliminate: Revoke Backdoors for Generative Large Language Models AAAI 2025 Single-Node Trigger Backdoor Attacks in Graph-Based Recommendation Systems IJCAI 2025 SPD: Shallow Backdoor Protecting Deep Backdoor Against Backdoor Detection ICCV 2025 Speed Master: Quick or Slow Play to Attack Speaker Recognition AAAI 2025 SPMC: Self-Purifying Federated Backdoor Defense via Margin Contribution ICML 2025 StealthAttack: Robust 3D Gaussian Splatting Poisoning via Density-Guided Illusions ICCV 2025 Stealthy Backdoor Attack in Federated Learning via Adaptive Layer-wise Gradient Alignment ICCV 2025 Stealthy Backdoor Attack in Self-Supervised Learning Vision Encoders for Large Vision Language Models CVPR 2025 Test-Time Backdoor Detection for Object Detection Models CVPR 2025 Test-time Backdoor Mitigation for Black-Box Large Language Models with Defensive Demonstrations NAACL 2025 The Ripple Effect: On Unforeseen Complications of Backdoor Attacks ICML 2025 TrojanDec: Data-free Detection of Trojan Inputs in Self-supervised Learning AAAI 2025 TrojanWave: Exploiting Prompt Learning for Stealthy Backdoor Attacks on Large Audio-Language Models EMNLP 2025 TUBA: Cross-Lingual Transferability of Backdoor Attacks in LLMs with Instruction Tuning ACL 2025 TWIST: Text-encoder Weight-editing for Inserting Secret Trojans in Text-to-Image Models ACL 2025 Two Sides of the Same Coin: Learning the Backdoor to Remove the Backdoor AAAI 2025 UFID: A Unified Framework for Black-box Input-level Backdoor Detection on Diffusion Models AAAI 2025 UIBDiffusion: Universal Imperceptible Backdoor Attack for Diffusion Models CVPR 2025 Universal Backdoor Defense via Label Consistency in Vertical Federated Learning IJCAI 2025 Unlearning Backdoor Attacks for LLMs with Weak-to-Strong Knowledge Distillation ACL 2025 Watch Out for Your Guidance on Generation! Exploring Conditional Backdoor Attacks against Large Language Models AAAI 2025 When Backdoors Speak: Understanding LLM Backdoor Attacks Through Model-Generated Explanations ACL 2025 When Visual State Space Model Meets Backdoor Attacks WACV 2025 Where the Devil Hides: Deepfake Detectors Can No Longer Be Trusted CVPR 2025 Wicked Oddities: Selectively Poisoning for Effective Clean-Label Backdoor Attacks ICLR 2025