Robust AI: security and privacy issues in machine learning

• Main Author: Chattopadhyay, Nandish
• Other Authors: Anupam Chattopadhyay
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/165248
• Institution: Nanyang Technological University

Machine learning based decision making can be adopted in practice as a driver of most applications only when there are strong guarantees on its reliability. The trust of those involved as stakeholders needs to be established for making it more ubiquitous and acceptable. In general, the idea of relia...