When Machine Learning Meets Privacy

Privacy Leakage of Location Sharing in Mobile Social Networks: Attacks and Defense

(2018) Huaxin Li et al.   IEEE Transactions on Dependable and Secure Computing

Differentially Private Mixture of Generative Neural Networks

(2018) Gergely Acs et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Preserving Model Privacy for Machine Learning in Distributed Systems

(2018) Qi Jia et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

Face detection using deep learning: An improved faster RCNN approach

(2018) Xudong Sun et al.   NEUROCOMPUTING

A Survey on Security Threats and Defensive Techniques of Machine Learning: A Data Driven View

(2018) Qiang Liu et al.   IEEE Access

Distributed Differentially Private Algorithms for Matrix and Tensor Factorization

(2018) Hafiz Imtiaz et al.   IEEE Journal of Selected Topics in Signal Processing

Multi-key privacy-preserving deep learning in cloud computing

(2017) Ping Li et al.   Future Generation Computer Systems-The International Journal of eScience

iPrivacy: Image Privacy Protection by Identifying Sensitive Objects via Deep Multi-Task Learning

(2017) Jun Yu et al.   IEEE Transactions on Information Forensics and Security

Silence is Golden: Enhancing Privacy of Location-Based Services by Content Broadcasting and Active Caching in Wireless Vehicular Networks

(2016) Bo Liu et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

A differential privacy framework for matrix factorization recommender systems

(2016) Arik Friedman et al.   USER MODELING AND USER-ADAPTED INTERACTION

Home Location Identification of Twitter Users

(2014) Jalal Mahmud et al.   ACM Transactions on Intelligent Systems and Technology

Principal Visual Word Discovery for Automatic License Plate Detection

(2012) Wengang Zhou et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING