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Privacy

2794 directly classified papers

Papers per year

Papers

The Mainstays of Trustworthy Machine Learning AAAI 2025
WET: Overcoming Paraphrasing Vulnerabilities in Embeddings-as-a-Service with Linear Transformation Watermarks ACL 2025
RecordTwin: Towards Creating Safe Synthetic Clinical Corpora ACL 2025
Provably Secure Image Robust Steganography via Cross-modal Error Correction AAAI 2025
Guardrails and Security for LLMs: Safe, Secure and Controllable Steering of LLM Applications ACL 2025
PrivacyRestore: Privacy-Preserving Inference in Large Language Models via Privacy Removal and Restoration ACL 2025
MALTO at SemEval-2025 Task 4: Dual Teachers for Unlearning Sensitive Content in LLMs ACL 2025
UFID: A Unified Framework for Black-box Input-level Backdoor Detection on Diffusion Models AAAI 2025
AI-Driven Personalized Fall Prevention for Older Adults AAAI 2025
CopyrightShield: Enhancing Diffusion Model Security Against Copyright Infringement Attacks ICCV 2025
A Privacy-Preserving Framework for Generative Model-driven Synthetic Datasets AAAI 2025
Watermarking Large Language Models: An Unbiased and Low-risk Method ACL 2025
Efficient Unlearning for Spatio-temporal Graph (Student Abstract) AAAI 2025
Compass: Encrypted Semantic Search with High Accuracy OSDI 2025
Dyn-D^2P: Dynamic Differentially Private Decentralized Learning with Provable Utility Guarantee IJCAI 2025
Speech Watermarking with Discrete Intermediate Representations AAAI 2025
FedDLAD: A Federated Learning Dual-Layer Anomaly Detection Framework for Enhancing Resilience Against Backdoor Attacks IJCAI 2025
Privacy Preserving Solution of DCOPs by Local Search IJCAI 2025
Automated Detection of Pre-training Text in Black-box LLMs IJCAI 2025
SAP: Privacy-Preserving Fine-Tuning on Language Models with Split-and-Privatize Framework IJCAI 2025
Where Does This Data Come From? Enhanced Source Inference Attacks in Federated Learning IJCAI 2025
Fully Test-Time Adaptation for Feature Decrement in Tabular Data IJCAI 2025
Understanding PII Leakage in Large Language Models: A Systematic Survey IJCAI 2025
Two Sides of the Same Coin: Learning the Backdoor to Remove the Backdoor AAAI 2025
User-side Model Consistency Monitoring for Open Source Large Language Models Inference Services ACL 2025