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Privacy

2,847 papers

Papers per year

18
172
532
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Papers

LDP-FL: Practical Private Aggregation in Federated Learning with Local Differential Privacy IJCAI 2021
Private learning implies quantum stability NIPS 2021
Private Release of Text Embedding Vectors NAACL 2021
Confident Anchor-Induced Multi-Source Free Domain Adaptation NIPS 2021
Differentially Private k-Means via Exponential Mechanism and Max Cover AAAI 2021
On the Privacy Properties of GAN-generated Samples AISTATS 2021
FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective NIPS 2021
Neural Tangent Generalization Attacks ICML 2021
Differentially Private Model Personalization NIPS 2021
Private optimization without constraint violations AISTATS 2021
On the Difficulty of Membership Inference Attacks CVPR 2021
Private Alternating Least Squares: Practical Private Matrix Completion with Tighter Rates ICML 2021
Speaker Anonymisation Using the McAdams Coefficient INTERSPEECH 2021
ESCAPED: Efficient Secure and Private Dot Product Framework for Kernel-based Machine Learning Algorithms with Applications in Healthcare AAAI 2021
Reconstruction Attack on Instance Encoding for Language Understanding EMNLP 2021
Improving Robustness to Model Inversion Attacks via Mutual Information Regularization AAAI 2021
Risk score learning for COVID-19 contact tracing apps MLHC 2021
Preventing Author Profiling through Zero-Shot Multilingual Back-Translation EMNLP 2021
CTAB-GAN: Effective Table Data Synthesizing ACML 2021
Lossless Compression of Efficient Private Local Randomizers ICML 2021
Circa: Stochastic ReLUs for Private Deep Learning NIPS 2021
Modeling Deep Learning Based Privacy Attacks on Physical Mail AAAI 2021
Learning from History for Byzantine Robust Optimization ICML 2021
Differentially Private Empirical Risk Minimization under the Fairness Lens NIPS 2021
An Investigation towards Differentially Private Sequence Tagging in a Federated Framework NAACL 2021