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data poisoning

158 papers

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Co-occurring keywords · papers mentioning both

backdoor attack (56) adversarial attack (42) adversarial learning (27) poisoning attack (16) adversarial robustness (12) backdoor defense (10) adversarial training (10) adversarial defense (10) neural network (10) model security (10)

Papers

Data Poisoning based Backdoor Attacks to Contrastive Learning CVPR 2024 Data Poisoning Quantization Backdoor Attack ECCV 2024 Efficient Backdoor Attacks for Deep Neural Networks in Real-world Scenarios ICLR 2024 From Shortcuts to Triggers: Backdoor Defense with Denoised PoE NAACL 2024 From Trojan Horses to Castle Walls: Unveiling Bilateral Data Poisoning Effects in Diffusion Models NeurIPS 2024 Game-Theoretic Unlearnable Example Generator AAAI 2024 How Susceptible are Large Language Models to Ideological Manipulation? EMNLP 2024 Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models NAACL 2024 Mitigating Backdoor Attack by Injecting Proactive Defensive Backdoor NeurIPS 2024 Optimistic Verifiable Training by Controlling Hardware Nondeterminism NeurIPS 2024 Progressive Poisoned Data Isolation for Training-Time Backdoor Defense AAAI 2024 PureGen: Universal Data Purification for Train-Time Poison Defense via Generative Model Dynamics NeurIPS 2024 Revamping Federated Learning Security from a Defender's Perspective: A Unified Defense with Homomorphic Encrypted Data Space CVPR 2024 Safeguarding Fraud Detection from Attacks: A Robust Graph Learning Approach IJCAI 2024 Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models NeurIPS 2024 Sharpness-Aware Data Poisoning Attack ICLR 2024 Stable Unlearnable Example: Enhancing the Robustness of Unlearnable Examples via Stable Error-Minimizing Noise AAAI 2024 Towards Poisoning Fair Representations ICLR 2024 TrojFSP: Trojan Insertion in Few-shot Prompt Tuning NAACL 2024 Two Heads are Better than One: Nested PoE for Robust Defense Against Multi-Backdoors NAACL 2024 Universal Backdoor Attacks ICLR 2024 Adversarial Clean Label Backdoor Attacks and Defenses on Text Classification Systems ACL 2023 Analysis and Detectability of Offline Data Poisoning Attacks on Linear Dynamical Systems L4DC 2023 BadTrack: A Poison-Only Backdoor Attack on Visual Object Tracking NeurIPS 2023 Black-Box Data Poisoning Attacks on Crowdsourcing IJCAI 2023