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Privacy

2794 directly classified papers

Papers per year

Papers

DR-Encoder: Encode Low-rank Gradients with Random Prior for Large Language Models Differentially Privately AAAI 2025
MMJ-Bench: A Comprehensive Study on Jailbreak Attacks and Defenses for Vision Language Models AAAI 2025
Indonesian Speech Content De-Identification in Low Resource Transcripts COLING 2025
Federated Learning with Heterogeneous LLMs: Integrating Small Student Client Models with a Large Hungry Model AAAI 2025
Assessing the Exposure to Public Knowledge in Policy-Protected Description Logic Ontologies IJCAI 2025
Can Private Machine Learning Be Fair? AAAI 2025
IP-Dialog: Evaluating Implicit Personalization in Dialogue Systems with Synthetic Data EMNLP 2025
DISTIL: Data-Free Inversion of Suspicious Trojan Inputs via Latent Diffusion ICCV 2025
RepObE: Representation Learning-Enhanced Obfuscation Encryption Modular Semantic Task Framework IJCAI 2025
Toward Efficient Data-Free Unlearning AAAI 2025
Privacy in Action: Towards Realistic Privacy Mitigation and Evaluation for LLM-Powered Agents EMNLP 2025
A Privacy-Preserving Framework for Generative Model-driven Synthetic Datasets AAAI 2025
Model Rake: A Defense Against Stealing Attacks in Split Learning IJCAI 2025
Efficient Unlearning for Spatio-temporal Graph (Student Abstract) AAAI 2025
MMGIA: Gradient Inversion Attack Against Multimodal Federated Learning via Intermodal Correlation IJCAI 2025
Queries, Representation & Detection: The Next 100 Model Fingerprinting Schemes AAAI 2025
The Mainstays of Trustworthy Machine Learning AAAI 2025
Get Confused Cautiously: Textual Sequence Memorization Erasure with Selective Entropy Maximization COLING 2025
Protecting Privacy in Multimodal Large Language Models with MLLMU-Bench NAACL 2025
Attention to Neural Plagiarism: Diffusion Models Can Plagiarize Your Copyrighted Images! ICCV 2025
Towards Operationalizing Right to Data Protection NAACL 2025
NLPART at SemEval-2025 Task 4: Forgetting is harder than Learning ACL 2025
Analyzing Memorization in Large Language Models through the Lens of Model Attribution NAACL 2025
EmojiPrompt: Generative Prompt Obfuscation for Privacy-Preserving Communication with Cloud-based LLMs NAACL 2025
Side Effects of Erasing Concepts from Diffusion Models EMNLP 2025