Privacy Risk Management

Analyzing Bias in Sensitive Personal Information Used to Train Financial Models

Authors: Reginald Bryant, Celia Cintas, Isaac Wambugu, Andrew Kinai, Komminist Weldemariam | Published: 2019-11-09
Data Generation Method
Privacy Risk Management
Legal Compliance

Motion Sensor-based Privacy Attack on Smartphones

Authors: S Abhishek Anand, Chen Wang, Jian Liu, Nitesh Saxena, Yingying Chen | Published: 2019-07-12 | Updated: 2020-10-19
Privacy Risk Management
Privacy Protection
Speech Signal Processing

Private Machine Learning in TensorFlow using Secure Computation

Authors: Morten Dahl, Jason Mancuso, Yann Dupis, Ben Decoste, Morgan Giraud, Ian Livingstone, Justin Patriquin, Gavin Uhma | Published: 2018-10-18 | Updated: 2018-10-23
Data Protection Method
Privacy Risk Management
Computational Consistency

Privacy-Preserving Multiparty Learning For Logistic Regression

Authors: Wei Du, Ang Li, Qinghua Li | Published: 2018-10-04
Secure Logistic Regression
Privacy Risk Management
Differential Privacy

Secure Phrase Search for Intelligent Processing of Encrypted Data in Cloud-Based IoT

Authors: Meng Shen, Baoli Ma, Liehuang Zhu, Xiaojiang Du, Ke Xu | Published: 2018-09-21
Data Protection Method
Privacy Risk Management
Encryption Method

Towards Measuring Membership Privacy

Authors: Yunhui Long, Vincent Bindschaedler, Carl A. Gunter | Published: 2017-12-25
Privacy Risk Management
Membership Inference
Privacy Protection in Machine Learning