Few of the existing Security Challenges:
Vulnerable Hardware
Software Complexity
Data Confidentiality and Integrity
Model Tampering
Denial-of-Service (DoS) Attacks
Proposed Solution:
Secure Boot and Secure Firmware Update
Hardware Root-of-Trust:
Secure Communication Protocols:
Secure Storage and Encryption:
Secure Model Development and Deployment
Threat Modeling and Risk Assessment
Vulnerability Management
Implement Secure Development Lifecycle Program
Security Awareness and Training