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Privacy

2794 directly classified papers

Papers per year

Papers

A Robust Semantics-based Watermark for Large Language Model against Paraphrasing NAACL 2024
EncryIP: A Practical Encryption-Based Framework for Model Intellectual Property Protection AAAI 2024
Defending Against Disinformation Attacks in Open-Domain Question Answering EACL 2024
Analysis of Privacy Leakage in Federated Large Language Models AISTATS 2024
Purified and Unified Steganographic Network CVPR 2024
Putting Context in Context: the Impact of Discussion Structure on Text Classification EACL 2024
Deconstructing Classifiers: Towards A Data Reconstruction Attack Against Text Classification Models ACL 2024
Gaussian Shading: Provable Performance-Lossless Image Watermarking for Diffusion Models CVPR 2024
Privacy-Preserving Face Recognition Using Trainable Feature Subtraction CVPR 2024
Layer Attack Unlearning: Fast and Accurate Machine Unlearning via Layer Level Attack and Knowledge Distillation AAAI 2024
Fully Geometric Panoramic Localization CVPR 2024
MAP: MAsk-Pruning for Source-Free Model Intellectual Property Protection CVPR 2024
Fair Machine Unlearning: Data Removal while Mitigating Disparities AISTATS 2024
Closing the Gap: Achieving Better Accuracy-Robustness Tradeoffs against Query-Based Attacks AAAI 2024
A2XP: Towards Private Domain Generalization CVPR 2024
Prior-itizing Privacy: A Bayesian Approach to Setting the Privacy Budget in Differential Privacy NIPS 2024
Federated Learning via Input-Output Collaborative Distillation AAAI 2024
Unified Mechanism-Specific Amplification by Subsampling and Group Privacy Amplification NIPS 2024
Differentially Private Natural Language Models: Recent Advances and Future Directions EACL 2024
Improving Authorship Privacy: Adaptive Obfuscation with the Dynamic Selection of Techniques ACL 2024
Characterizing Stereotypical Bias from Privacy-preserving Pre-Training ACL 2024
Protecting Privacy in Classifiers by Token Manipulation ACL 2024
Faster Differentially Private Top-$k$ Selection: A Joint Exponential Mechanism with Pruning NIPS 2024
Synthetic Query Generation for Privacy-Preserving Deep Retrieval Systems using Differentially Private Language Models NAACL 2024
Generation and De-Identification of Indian Clinical Discharge Summaries using LLMs ACL 2024