| Distribution Discrepancy Maximization for Image Privacy Preserving | Nov 18, 2018 | Privacy Preserving | —Unverified | 0 |
| How Secure are Deep Learning Algorithms from Side-Channel based Reverse Engineering? | Nov 13, 2018 | Deep LearningMedical Image Analysis | —Unverified | 0 |
| A generic framework for privacy preserving deep learning | Nov 9, 2018 | Deep LearningFederated Learning | CodeCode Available | 0 |
| Towards the AlexNet Moment for Homomorphic Encryption: HCNN, theFirst Homomorphic CNN on Encrypted Data with GPUs | Nov 2, 2018 | Privacy Preserving | —Unverified | 0 |
| Privacy Preserving Multi-Agent Planning with Provable Guarantees | Oct 31, 2018 | Privacy Preserving | —Unverified | 0 |
| Social Vehicle Swarms: A Novel Perspective on Social-aware Vehicular Communication Architecture | Oct 29, 2018 | Cloud ComputingDeep Reinforcement Learning | —Unverified | 0 |
| Towards Differentially Private Truth Discovery for Crowd Sensing Systems | Oct 10, 2018 | Privacy Preserving | —Unverified | 0 |
| Privacy-preserving Stochastic Gradual Learning | Sep 30, 2018 | Privacy PreservingStochastic Optimization | —Unverified | 0 |
| Towards Efficient and Secure Delivery of Data for Training and Inference with Privacy-Preserving | Sep 20, 2018 | Deep LearningPrivacy Preserving | CodeCode Available | 0 |
| PriPeARL: A Framework for Privacy-Preserving Analytics and Reporting at LinkedIn | Sep 20, 2018 | Privacy Preserving | —Unverified | 0 |
| Model-Protected Multi-Task Learning | Sep 18, 2018 | modelMulti-Task Learning | CodeCode Available | 0 |
| Not Just Privacy: Improving Performance of Private Deep Learning in Mobile Cloud | Sep 10, 2018 | Privacy Preserving | —Unverified | 0 |
| Privacy-Preserving Deep Learning via Weight Transmission | Sep 10, 2018 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| VirtualIdentity: Privacy-Preserving User Profiling | Aug 30, 2018 | Privacy Preserving | —Unverified | 0 |
| Privacy-preserving Neural Representations of Text | Aug 28, 2018 | Privacy Preserving | CodeCode Available | 0 |
| Decentralized Search on Decentralized Web | Aug 18, 2018 | Privacy Preserving | —Unverified | 0 |
| Active Distribution Learning from Indirect Samples | Aug 16, 2018 | Privacy Preserving | —Unverified | 0 |
| A Privacy-Preserving Trust Model Based on Blockchain for VANETs | Aug 7, 2018 | Privacy Preserving | —Unverified | 0 |
| An Algorithm for Learning Shape and Appearance Models without Annotations | Jul 27, 2018 | Image RegistrationPrivacy Preserving | —Unverified | 0 |
| 2P-DNN : Privacy-Preserving Deep Neural Networks Based on Homomorphic Cryptosystem | Jul 23, 2018 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
| Towards Privacy-Preserving Visual Recognition via Adversarial Training: A Pilot Study | Jul 22, 2018 | Action RecognitionPrivacy Preserving | CodeCode Available | 1 |
| Efficient Deep Learning on Multi-Source Private Data | Jul 17, 2018 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Privacy-preserving classifiers recognize shared mobility behaviours from WiFi network imperfect data | Jul 17, 2018 | Privacy Preserving | —Unverified | 0 |
| Differentially-Private "Draw and Discard" Machine Learning | Jul 11, 2018 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
| Differentially Private False Discovery Rate Control | Jul 11, 2018 | Privacy PreservingTwo-sample testing | —Unverified | 0 |
| A Personal Privacy Preserving Framework: I Let You Know Who Can See What | Jul 8, 2018 | DescriptiveMulti-Task Learning | —Unverified | 0 |
| CreditCoin: A Privacy-Preserving Blockchain-Based Incentive Announcement Network for Communications of Smart Vehicles | Jul 7, 2018 | Privacy Preserving | —Unverified | 0 |
| Privacy-preserving Machine Learning through Data Obfuscation | Jul 5, 2018 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
| Blockchain as a Service: A Decentralized and Secure Computing Paradigm | Jul 5, 2018 | Cloud ComputingPrivacy Preserving | —Unverified | 0 |
| Private Text Classification | Jun 19, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Privacy-preserving Targeted Advertising | Jun 18, 2018 | Collaborative FilteringPrivacy Preserving | —Unverified | 0 |
| How Much Are You Willing to Share? A "Poker-Styled" Selective Privacy Preserving Framework for Recommender Systems | Jun 4, 2018 | Collaborative FilteringPrivacy Preserving | —Unverified | 0 |
| cpSGD: Communication-efficient and differentially-private distributed SGD | May 27, 2018 | Privacy Preserving | —Unverified | 0 |
| Towards Robust and Privacy-preserving Text Representations | May 16, 2018 | Privacy Preserving | CodeCode Available | 0 |
| SynTF: Synthetic and Differentially Private Term Frequency Vectors for Privacy-Preserving Text Mining | May 2, 2018 | ArticlesAuthorship Attribution | —Unverified | 0 |
| Distributed Differentially-Private Algorithms for Matrix and Tensor Factorization | Apr 26, 2018 | Privacy PreservingTensor Decomposition | —Unverified | 0 |
| Client Selection for Federated Learning with Heterogeneous Resources in Mobile Edge | Apr 23, 2018 | Edge-computingFederated Learning | CodeCode Available | 0 |
| Context-aware Data Aggregation with Localized Information Privacy | Apr 6, 2018 | Privacy Preserving | —Unverified | 0 |
| Learning to Anonymize Faces for Privacy Preserving Action Detection | Mar 30, 2018 | Action DetectionPrivacy Preserving | CodeCode Available | 0 |
| Privacy Preserving Machine Learning: Threats and Solutions | Mar 27, 2018 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
| Privacy-preserving Prediction | Mar 27, 2018 | PAC learningPrediction | —Unverified | 0 |
| Locally Private Bayesian Inference for Count Models | Mar 22, 2018 | Bayesian InferenceLink Prediction | CodeCode Available | 0 |
| VGAN-Based Image Representation Learning for Privacy-Preserving Facial Expression Recognition | Mar 19, 2018 | Facial Expression RecognitionFacial Expression Recognition (FER) | —Unverified | 0 |
| Generating Artificial Data for Private Deep Learning | Mar 8, 2018 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Protecting Sensory Data against Sensitive Inferences | Feb 21, 2018 | Activity RecognitionAttribute | CodeCode Available | 1 |
| Learning Privacy Preserving Encodings through Adversarial Training | Feb 14, 2018 | AttributePrivacy Preserving | —Unverified | 0 |
| Differentially Private Releasing via Deep Generative Model (Technical Report) | Jan 5, 2018 | Privacy Preserving | CodeCode Available | 0 |
| Generating Differentially Private Datasets Using GANs | Jan 1, 2018 | BIG-bench Machine LearningGenerative Adversarial Network | —Unverified | 0 |
| Key Protected Classification for GAN Attack Resilient Collaborative Learning | Jan 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Deep Learning Inferences with Hybrid Homomorphic Encryption | Jan 1, 2018 | Deep LearningPrivacy Preserving | —Unverified | 0 |