backdoor attack

Demystifying Poisoning Backdoor Attacks from a Statistical Perspective ICLR 2024 Detector Collapse: Backdooring Object Detection to Catastrophic Overload or Blindness in the Physical World IJCAI 2024 Does Few-Shot Learning Suffer from Backdoor Attacks? AAAI 2024 Efficient Backdoor Attacks for Deep Neural Networks in Real-world Scenarios ICLR 2024 Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift AAAI 2024 Everyday Object Meets Vision-and-Language Navigation Agent via Backdoor NeurIPS 2024 Ferrari: Federated Feature Unlearning via Optimizing Feature Sensitivity NeurIPS 2024 From Toxic to Trustworthy: Using Self-Distillation and Semi-supervised Methods to Refine Neural Networks AAAI 2024 Here’s a Free Lunch: Sanitizing Backdoored Models with Model Merge ACL 2024 IBD-PSC: Input-level Backdoor Detection via Parameter-oriented Scaling Consistency ICML 2024 Imperio: Language-Guided Backdoor Attacks for Arbitrary Model Control IJCAI 2024 Influencer Backdoor Attack on Semantic Segmentation ICLR 2024 Injecting Undetectable Backdoors in Obfuscated Neural Networks and Language Models NeurIPS 2024 Inspecting Prediction Confidence for Detecting Black-Box Backdoor Attacks AAAI 2024 Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models NAACL 2024 Invariant Aggregator for Defending against Federated Backdoor Attacks AISTATS 2024 Invisible Backdoor Attack against 3D Point Cloud Classifier in Graph Spectral Domain AAAI 2024 LOTUS: Evasive and Resilient Backdoor Attacks through Sub-Partitioning CVPR 2024 LT-Defense: Searching-free Backdoor Defense via Exploiting the Long-tailed Effect NeurIPS 2024 Mitigating Backdoor Attack by Injecting Proactive Defensive Backdoor NeurIPS 2024 Navigation as Attackers Wish? Towards Building Robust Embodied Agents under Federated Learning NAACL 2024 Nearest is Not Dearest: Towards Practical Defense against Quantization-conditioned Backdoor Attacks CVPR 2024 Not All Prompts Are Secure: A Switchable Backdoor Attack Against Pre-trained Vision Transfomers CVPR 2024 Optimistic Verifiable Training by Controlling Hardware Nondeterminism NeurIPS 2024 Parameter Disparities Dissection for Backdoor Defense in Heterogeneous Federated Learning NeurIPS 2024