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adversarial perturbation

461 papers

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adversarial attack (104) adversarial robustness (65) adversarial example (44) neural network (43) adversarial training (36) deep neural network (30) diffusion model (23) image classification (23) black-box attack (22) adversarial learning (22)

Papers

Attention-Imperceptible Backdoor Attacks on Vision Transformers AAAI 2025 Backdoor Attacks Against No-Reference Image Quality Assessment Models via a Scalable Trigger AAAI 2025 Beyond Invisibility: Learning Robust Visible Watermarks for Stronger Copyright Protection UAI 2025 Calibrating LLM Confidence by Probing Perturbed Representation Stability EMNLP 2025 Close or Cloze? Assessing the Robustness of Large Language Models to Adversarial Perturbations via Word Recovery COLING 2025 Compositional Targeted Multi-Label Universal Perturbations CVPR 2025 Contrasting Adversarial Perturbations: The Space of Harmless Perturbations AAAI 2025 CROW: Eliminating Backdoors from Large Language Models via Internal Consistency Regularization ICML 2025 DCT-Shield: A Robust Frequency Domain Defense against Malicious Image Editing ICCV 2025 De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks ICML 2025 DECIDER: Difference-aware Contrastive Diffusion Model with Adversarial Perturbations for Image Change Captioning AAAI 2025 Diffusion-based Adversarial Purification from the Perspective of the Frequency Domain ICML 2025 DISTIL: Data-Free Inversion of Suspicious Trojan Inputs via Latent Diffusion ICCV 2025 Divide and Conquer: Heterogeneous Noise Integration for Diffusion-based Adversarial Purification CVPR 2025 Edit Away and My Face Will not Stay: Personal Biometric Defense against Malicious Generative Editing CVPR 2025 Enhancing Adversarial Transferability by Balancing Exploration and Exploitation with Gradient-Guided Sampling ICCV 2025 Enhancing Transferability of Audio Adversarial Example for Both Frequency- and Time-domain IJCAI 2025 FaceShield: Defending Facial Image against Deepfake Threats ICCV 2025 GSE: Group-wise Sparse and Explainable Adversarial Attacks ICLR 2025 Harnessing Global-Local Collaborative Adversarial Perturbation for Anti-Customization CVPR 2025 Hypergraph Attacks via Injecting Homogeneous Nodes into Elite Hyperedges AAAI 2025 I2VGuard: Safeguarding Images against Misuse in Diffusion-based Image-to-Video Models CVPR 2025 Improving Generalization of Universal Adversarial Perturbation via Dynamic Maximin Optimization AAAI 2025 Improving Generalization with Flat Hilbert Bayesian Inference ICML 2025 Lightweight Contenders: Navigating Semi-Supervised Text Mining through Peer Collaboration and Self Transcendence NAACL 2025