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Privacy

626 directly classified papers

Papers per year

Papers

Model Rake: A Defense Against Stealing Attacks in Split Learning IJCAI 2025
IncogniText: Privacy-enhancing Conditional Text Anonymization via LLM-based Private Attribute Randomization IJCNLP 2025
IDFace: Face Template Protection for Efficient and Secure Identification ICCV 2025
Variance-Based Membership Inference Attacks Against Large-Scale Image Captioning Models CVPR 2025
Misclassification-driven Fingerprinting for DNNs Using Frequency-aware GANs IJCAI 2025
Augmented Adversarial Trigger Learning NAACL 2025
Gradient Inversion Attacks on Parameter-Efficient Fine-Tuning CVPR 2025
Resource-Efficient Anonymization of Textual Data via Knowledge Distillation from Large Language Models COLING 2025
Crypto-LLM: Two-Stage Language Model Pre-training with Ciphered and Natural Language Data IJCNLP 2025
Adaptive Attacks Break Defenses Against Indirect Prompt Injection Attacks on LLM Agents NAACL 2025
BadToken: Token-level Backdoor Attacks to Multi-modal Large Language Models CVPR 2025
HateImgPrompts: Mitigating Generation of Images Spreading Hate Speech NAACL 2025
MMGIA: Gradient Inversion Attack Against Multimodal Federated Learning via Intermodal Correlation IJCAI 2025
Anti-Tamper Protection for Unauthorized Individual Image Generation ICCV 2025
Compass: Encrypted Semantic Search with High Accuracy OSDI 2025
TUNI: A Textual Unimodal Detector for Identity Inference in CLIP Models NAACL 2025
PAPILLON: Privacy Preservation from Internet-based and Local Language Model Ensembles NAACL 2025
CultureGuard: Towards Culturally-Aware Dataset and Guard Model for Multilingual Safety Applications IJCNLP 2025
Deriving Semantic Checkers from Tests to Detect Silent Failures in Production Distributed Systems OSDI 2025
Named Entity Inference Attacks on Clinical LLMs: Exploring Privacy Risks and the Impact of Mitigation Strategies NAACL 2025
Federated Graph Condensation with Information Bottleneck Principles AAAI 2025
Towards Privacy-Preserving Split Learning for ControlNet WACV 2025
VerA: Versatile Anonymization Applicable to Clinical Facial Photographs WACV 2025
Beyond De-Identification: A Structured Approach for Defining and Detecting Indirect Identifiers in Medical Texts NAACL 2025
Invisible Backdoor Attack against Self-supervised Learning CVPR 2025