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Privacy

2,847 papers

Papers per year

18
172
532
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'25

Papers

PAPRIKA: Private Online False Discovery Rate Control ICML 2021
MoM: Minutes of Meeting Bot INTERSPEECH 2021
Towards Fair and Transparent Algorithmic Systems IJCAI 2021
Watermarking Deep Neural Networks with Greedy Residuals ICML 2021
Analyzing the Confidentiality of Undistillable Teachers in Knowledge Distillation NIPS 2021
Oblique: Accelerating Page Loads Using Symbolic Execution NSDI 2021
Shuffled Model of Differential Privacy in Federated Learning AISTATS 2021
Protecting Gender and Identity with Disentangled Speech Representations INTERSPEECH 2021
Configurable Privacy-Preserving Automatic Speech Recognition INTERSPEECH 2021
Locally differentially private estimation of functionals of discrete distributions NIPS 2021
Foundations of Bayesian Learning from Synthetic Data AISTATS 2021
Differentially Private Stochastic Coordinate Descent AAAI 2021
The Distributed Discrete Gaussian Mechanism for Federated Learning with Secure Aggregation ICML 2021
Relaxed Marginal Consistency for Differentially Private Query Answering NIPS 2021
Measuring data leakage in machine-learning models with Fisher information UAI 2021
Simple Stochastic and Online Gradient Descent Algorithms for Pairwise Learning NIPS 2021
Machine Unlearning for Random Forests ICML 2021
Game of Gradients: Mitigating Irrelevant Clients in Federated Learning AAAI 2021
MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation CVPR 2021
DeepReDuce: ReLU Reduction for Fast Private Inference ICML 2021
Fine-tuning Is Not Enough: A Simple yet Effective Watermark Removal Attack for DNN Models IJCAI 2021
ER-AE: Differentially Private Text Generation for Authorship Anonymization NAACL 2021
Can Audio-Visual Integration Strengthen Robustness Under Multimodal Attacks? CVPR 2021
Enabling Fast and Universal Audio Adversarial Attack Using Generative Model AAAI 2021
Instance-optimal Mean Estimation Under Differential Privacy NIPS 2021