conftrace_
← Application Areas
Machine Learning › Application Areas ›

Privacy

2,847 papers

Papers per year

18
172
532
'15
'20
'25

Papers

Advances and Challenges in Privacy Preserving Planning IJCAI 2018
Deep Siamese Architecture Based Replay Detection for Secure Voice Biometric INTERSPEECH 2018
VoiceGuard: Secure and Private Speech Processing INTERSPEECH 2018
Patient Privacy in Paralinguistic Tasks INTERSPEECH 2018
Towards Understanding ECG Rhythm Classification Using Convolutional Neural Networks and Attention Mappings MLHC 2018
SafeBricks: Shielding Network Functions in the Cloud NSDI 2018
Graviton: Trusted Execution Environments on GPUs OSDI 2018
Karaoke: Distributed Private Messaging Immune to Passive Traffic Analysis OSDI 2018
Obladi: Oblivious Serializable Transactions in the Cloud OSDI 2018
Privacy Sensitive Construction of Junction Tree Agent Organization for Multiagent Graphical Models PGM 2018
Recycling Privileged Learning and Distribution Matching for Fairness NIPS 2017
Collecting Telemetry Data Privately NIPS 2017
Practical Locally Private Heavy Hitters NIPS 2017
Renyi Differential Privacy Mechanisms for Posterior Sampling NIPS 2017
SafetyNets: Verifiable Execution of Deep Neural Networks on an Untrusted Cloud NIPS 2017
Deanonymization in the Bitcoin P2P Network NIPS 2017
Accuracy First: Selecting a Differential Privacy Level for Accuracy Constrained ERM NIPS 2017
Certified Defenses for Data Poisoning Attacks NIPS 2017
Differentially private Bayesian learning on distributed data NIPS 2017
Differentially Private Empirical Risk Minimization Revisited: Faster and More General NIPS 2017
Encrypted Accelerated Least Squares Regression AISTATS 2017
Decentralized Collaborative Learning of Personalized Models over Networks AISTATS 2017
DP-EM: Differentially Private Expectation Maximization AISTATS 2017
A New Class of Private Chi-Square Hypothesis Tests AISTATS 2017
The Price of Selection in Differential Privacy COLT 2017