Using model optimization as countermeasure against model recovery attacks

• Main Authors: Jap, Dirmanto, Bhasin, Shivam
• Other Authors: Applied Cryptography and Network Security Workshops (ACNS 2023)
• Format: Conference or Workshop Item
• Language: English
• Published: 2024
• Subjects: Computer and Information Science; Machine learning; Model recovery attack
• Online Access: https://hdl.handle.net/10356/173621
• Institution: Nanyang Technological University

Machine learning (ML) and Deep learning (DL) have been widely studied and adopted for different applications across various fields. There is a growing demand for ML implementations as well as ML accelerators for small devices for Internet-of-Things (IoT) applications. Often, these accelerators allow...