conftrace_

data privacy

108 papers

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Co-occurring keywords

machine unlearning (290) large language model (13587) federated learning (1333) differential privacy (1016) privacy attack (119) distributed learning (563) privacy-preserving machine learning (100) knowledge distillation (3725) adversarial attack (1621) membership inference (114)

Papers

TUNE: A Task For Turkish Machine Unlearning For Data Privacy EACL 2026
SIDE: Surrogate Conditional Data Extraction from Diffusion Models AAAI 2026
PDR: A Plug-and-Play Positional Decay Framework for LLM Pre-training Data Detection ACL 2026
Towards Provably Unlearnable Examples via Bayes Error Optimization AAAI 2026
Synthetic Forgetting Without Access: A Few-Shot Zero-Glance Framework for Machine Unlearning AAAI 2026
Oblivionis: A Lightweight Learning and Unlearning Framework for Federated Large Language Models AAAI 2026
ContextLens: Modeling Imperfect Privacy and Safety Context for Legal Compliance ACL 2026
Learning Together Securely: Prototype-Based Federated Multi-Modal Hashing for Safe and Efficient Multi-Modal Retrieval AAAI 2025
Crypto-LLM: Two-Stage Language Model Pre-training with Ciphered and Natural Language Data AACL 2025
Mr. Snuffleupagus at SemEval-2025 Task 4: Unlearning Factual Knowledge from LLMs Using Adaptive RMU ACL 2025
Towards Trustworthy Machine Learning Under Distribution Shifts AAAI 2025
NLPART at SemEval-2025 Task 4: Forgetting is harder than Learning ACL 2025
Identifying Unlearned Data in LLMs via Membership Inference Attacks EMNLP 2025
LUME: LLM Unlearning with Multitask Evaluations EMNLP 2025
DF-MIA: A Distribution-Free Membership Inference Attack on Fine-Tuned Large Language Models AAAI 2025
Automated Detection of Pre-training Text in Black-box LLMs IJCAI 2025
SHA256 at SemEval-2025 Task 4: Selective Amnesia – Constrained Unlearning for Large Language Models via Knowledge Isolation ACL 2025
One-shot Federated Learning Methods: A Practical Guide IJCAI 2025
Federated Low-Rank Adaptation for Foundation Models: A Survey IJCAI 2025
ISACL: Internal State Analyzer for Copyrighted Training Data Leakage EMNLP 2025
Towards Source-Free Machine Unlearning CVPR 2025
Split Adaptation for Pre-trained Vision Transformers CVPR 2025
Multi-Modal Recommendation Unlearning for Legal, Licensing, and Modality Constraints AAAI 2025
Retracing the Past: LLMs Emit Training Data When They Get Lost EMNLP 2025
JU-CSE-NLP’25 at SemEval-2025 Task 4: Learning to Unlearn LLMs ACL 2025