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Privacy

2794 directly classified papers

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Papers

Opt-Out: Investigating Entity-Level Unlearning for Large Language Models via Optimal Transport ACL 2025
PrivaCI-Bench: Evaluating Privacy with Contextual Integrity and Legal Compliance ACL 2025
Estimating Privacy Leakage of Augmented Contextual Knowledge in Language Models ACL 2025
Minimax Optimal Two-Sample Testing under Local Differential Privacy JMLR 2025
DeepShield: Fortifying Deepfake Video Detection with Local and Global Forgery Analysis ICCV 2025
PrivacyRestore: Privacy-Preserving Inference in Large Language Models via Privacy Removal and Restoration ACL 2025
Attribute Inference Attacks for Federated Regression Tasks AAAI 2025
Scalable Dual Fingerprinting for Hierarchical Attribution of Text-to-Image Models ICCV 2025
MFL-Owner: Ownership Protection for Multi-modal Federated Learning via Orthogonal Transform Watermark AAAI 2025
MMGIA: Gradient Inversion Attack Against Multimodal Federated Learning via Intermodal Correlation IJCAI 2025
Federated Graph Condensation with Information Bottleneck Principles AAAI 2025
Semantic versus Identity: A Divide-and-Conquer Approach towards Adjustable Medical Image De-Identification ICCV 2025
Who Controls the Authorization? Invertible Networks for Copyright Protection in Text-to-Image Synthesis ICCV 2025
Moderating the Generalization of Score-based Generative Model ICCV 2025
Model Rake: A Defense Against Stealing Attacks in Split Learning IJCAI 2025
Zero-shot Federated Unlearning via Transforming from Data-Dependent to Personalized Model-Centric IJCAI 2025
MergePrint: Merge-Resistant Fingerprints for Robust Black-box Ownership Verification of Large Language Models ACL 2025
RepObE: Representation Learning-Enhanced Obfuscation Encryption Modular Semantic Task Framework IJCAI 2025
Universal Backdoor Defense via Label Consistency in Vertical Federated Learning IJCAI 2025
ALGEN: Few-shot Inversion Attacks on Textual Embeddings via Cross-Model Alignment and Generation ACL 2025
TAG-WM: Tamper-Aware Generative Image Watermarking via Diffusion Inversion Sensitivity ICCV 2025
Assessing the Exposure to Public Knowledge in Policy-Protected Description Logic Ontologies IJCAI 2025
Rethinking Removal Attack and Fingerprinting Defense for Model Intellectual Property Protection: A Frequency Perspective IJCAI 2025
JailbreakDiffBench: A Comprehensive Benchmark for Jailbreaking Diffusion Models ICCV 2025
Exploiting Instruction-Following Retrievers for Malicious Information Retrieval ACL 2025