Chapter Title:
Chapter 3: Securing the AI Development Lifecycle
Book Title:
Synopsis
Chapter three presents a roadmap for securing each phase of AI development. It begins with secure design principles, then outlines data security and governance, federated learning, model versioning, and controlled deployment. It advocates a DevSecOps approach tailored to AI pipelines.
Published
25 May 2025
Series
Categories
License
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
Details about this monograph
ISBN-13 (15)
978-93-49848-16-0
How to Cite
CHAITANYA APPANI (Ed.). (2025). Chapter 3: Securing the AI Development Lifecycle. In (Ed.), AI AND APPLICATION SECURITY: SECURING MACHINE LEARNING AND INTELLIGENT APPS (pp. 45-68). Shodh Sagar International Publications. https://books.shodhsagar.org/index.php/books/catalog/book/978-93-49848-16-0/chapter/522
