| Differentially Private Matrix Completion Revisited | Dec 28, 2017 | Collaborative FilteringMatrix Completion | —Unverified | 0 |
| Differentially Private Federated Learning: A Client Level Perspective | Dec 20, 2017 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| Privacy-Preserving Adversarial Networks | Dec 19, 2017 | Privacy Preserving | —Unverified | 0 |
| Differentially Private Dropout | Nov 30, 2017 | Privacy Preserving | —Unverified | 0 |
| Differentially Private Variational Dropout | Nov 30, 2017 | Privacy Preserving | —Unverified | 0 |
| Private federated learning on vertically partitioned data via entity resolution and additively homomorphic encryption | Nov 29, 2017 | Entity ResolutionFederated Learning | —Unverified | 0 |
| Towards a More Reliable Privacy-preserving Recommender System | Nov 21, 2017 | Collaborative FilteringPrivacy Preserving | —Unverified | 0 |
| CryptoDL: Deep Neural Networks over Encrypted Data | Nov 14, 2017 | Optical Character RecognitionOptical Character Recognition (OCR) | —Unverified | 0 |
| Interpretable Machine Learning for Privacy-Preserving Pervasive Systems | Oct 23, 2017 | BIG-bench Machine LearningInterpretable Machine Learning | —Unverified | 0 |
| Replacement AutoEncoder: A Privacy-Preserving Algorithm for Sensory Data Analysis | Oct 18, 2017 | Activity RecognitionPrivacy Preserving | CodeCode Available | 0 |
| Privacy-Preserving Deep Inference for Rich User Data on The Cloud | Oct 4, 2017 | Privacy Preserving | CodeCode Available | 0 |
| Privacy Preserving Identification Using Sparse Approximation with Ambiguization | Sep 29, 2017 | Privacy Preserving | —Unverified | 0 |
| CollabLoc: Privacy-Preserving Multi-Modal Localization via Collaborative Information Fusion | Sep 29, 2017 | Privacy Preserving | —Unverified | 0 |
| PrivyNet: A Flexible Framework for Privacy-Preserving Deep Neural Network Training | Sep 18, 2017 | General Classificationimage-classification | —Unverified | 0 |
| How Does Knowledge of the AUC Constrain the Set of Possible Ground-truth Labelings? | Sep 7, 2017 | Binary ClassificationPrivacy Preserving | —Unverified | 0 |
| Plausible Deniability for Privacy-Preserving Data Synthesis | Aug 26, 2017 | De-identificationPrivacy Preserving | —Unverified | 0 |
| Privacy Preserving Face Retrieval in the Cloud for Mobile Users | Aug 9, 2017 | Privacy PreservingRetrieval | —Unverified | 0 |
| Extreme Low Resolution Activity Recognition with Multi-Siamese Embedding Learning | Aug 3, 2017 | Activity RecognitionPrivacy Preserving | —Unverified | 0 |
| Differentially Private Submodular Maximization: Data Summarization in Disguise | Aug 1, 2017 | Data SummarizationPrivacy Preserving | —Unverified | 0 |
| Quantum Privacy-Preserving Perceptron | Jul 31, 2017 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
| Share your Model instead of your Data: Privacy Preserving Mimic Learning for Ranking | Jul 24, 2017 | Information RetrievalPrivacy Preserving | —Unverified | 0 |
| Detekcja upadku i wybranych akcji na sekwencjach obrazów cyfrowych | Jun 25, 2017 | Action RecognitionHuman Detection | —Unverified | 0 |
| Privacy-Preserving Visual Learning Using Doubly Permuted Homomorphic Encryption | Apr 7, 2017 | Privacy Preserving | —Unverified | 0 |
| A Hybrid Deep Learning Architecture for Privacy-Preserving Mobile Analytics | Mar 8, 2017 | Deep LearningPrivacy Preserving | CodeCode Available | 0 |
| Privacy-Preserving Personal Model Training | Mar 1, 2017 | modelPrivacy Preserving | —Unverified | 0 |
| Efficient Privacy Preserving Viola-Jones Type Object Detection via Random Base Image Representation | Feb 27, 2017 | Objectobject-detection | —Unverified | 0 |
| Ratio Utility and Cost Analysis for Privacy Preserving Subspace Projection | Feb 26, 2017 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 |
| Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning | Feb 24, 2017 | Deep LearningFederated Learning | CodeCode Available | 0 |
| Private Learning on Networks | Dec 15, 2016 | BIG-bench Machine LearningDistributed Optimization | —Unverified | 0 |
| Sub-Linear Privacy-Preserving Near-Neighbor Search | Dec 6, 2016 | Privacy Preserving | —Unverified | 0 |
| PrivLogit: Efficient Privacy-preserving Logistic Regression by Tailoring Numerical Optimizers | Nov 3, 2016 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
| Variational Bayes In Private Settings (VIPS) | Nov 1, 2016 | Bayesian InferenceData Augmentation | CodeCode Available | 0 |
| Decentralized Topic Modelling with Latent Dirichlet Allocation | Oct 5, 2016 | Privacy PreservingTopic Models | —Unverified | 0 |
| Privacy-Friendly Mobility Analytics using Aggregate Location Data | Sep 21, 2016 | Privacy PreservingTime Series | —Unverified | 0 |
| Defeating Image Obfuscation with Deep Learning | Sep 1, 2016 | Deep LearningPrivacy Preserving | —Unverified | 0 |
| Cognitive Science in the era of Artificial Intelligence: A roadmap for reverse-engineering the infant language-learner | Jul 29, 2016 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
| Bootstrap Model Aggregation for Distributed Statistical Learning | Jul 4, 2016 | modelPrivacy Preserving | —Unverified | 0 |
| A note on privacy preserving iteratively reweighted least squares | May 24, 2016 | Privacy PreservingSensitivity | —Unverified | 0 |
| DP-EM: Differentially Private Expectation Maximization | May 23, 2016 | Privacy Preserving | CodeCode Available | 0 |
| Concentrated Differential Privacy: Simplifications, Extensions, and Lower Bounds | May 6, 2016 | Privacy Preserving | CodeCode Available | 1 |
| Enabling Privacy-Preserving GWAS in Heterogeneous Human Populations | Apr 15, 2016 | Privacy Preserving | —Unverified | 0 |
| Privacy-Preserving Human Activity Recognition from Extreme Low Resolution | Apr 12, 2016 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 |
| On the Theory and Practice of Privacy-Preserving Bayesian Data Analysis | Mar 23, 2016 | Bayesian InferencePrivacy Preserving | —Unverified | 0 |
| Causal inference for data-driven debugging and decision making in cloud computing | Mar 4, 2016 | Causal InferenceCloud Computing | —Unverified | 0 |
| Distributed Private Online Learning for Social Big Data Computing over Data Center Networks | Feb 21, 2016 | Cloud ComputingPrivacy Preserving | —Unverified | 0 |
| Secure Approximation Guarantee for Cryptographically Private Empirical Risk Minimization | Feb 15, 2016 | Privacy Preserving | —Unverified | 0 |
| Secure Multi-Party Computation Based Privacy Preserving Extreme Learning Machine Algorithm Over Vertically Distributed Data | Feb 9, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Dynamic Privacy For Distributed Machine Learning Over Network | Jan 14, 2016 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
| Toward a Robust Diversity-Based Model to Detect Changes of Context | Jan 8, 2016 | DiversityPrivacy Preserving | —Unverified | 0 |
| Quantum Privacy-Preserving Data Mining | Dec 13, 2015 | Privacy Preserving | —Unverified | 0 |