3 papers
cs.LG2021
Explainable Machine Learning for Fraud Detection
Ismini Psychoula, Andreas Gutmann, Pradip Mainali +3
The application of machine learning to support the processing of large datasets holds promise in many industries, including financial services. However, practical issues for the fu…
cs.CR2019
Privacy-Enhancing Fall Detection from Remote Sensor Data Using Multi-Party Computation
Pradip Mainali, Carlton Shepherd
Motion-based fall detection systems are concerned with detecting falls from vulnerable users, which is typically performed by classifying measurements from a body-worn inertial mea…
cs.CR2019
Privacy-Enhancing Context Authentication from Location-Sensitive Data
Pradip Mainali, Carlton Shepherd, Fabien A. P. Petitcolas
This paper proposes a new privacy-enhancing, context-aware user authentication system, ConSec, which uses a transformation of general location-sensitive data, such as GPS location,…