Springer Nature Book 'Mastering Machine Learning: From Basics to Advanced' Reportedly Published With Numerous Purportedly Nonexistent or Incorrect Citations
Date: 2025-04-18
Affected: Generative Ai Developers, Govindakumar Madhavan, Large Language Model Developers, Springer Nature
Attack vector: other
Category: real-world
Severity: Medium

AI Incident Database (AIID) entry #1308: Springer Nature Book 'Mastering Machine Learning: From Basics to Advanced' Reportedly Published With Numerous Purportedly Nonexistent or Incorrect Citations. Alleged deployer/developer: Generative Ai Developers, Govindakumar Madhavan, Large Language Model Developers, Springer Nature. See the linked AIID entry for full narrative, sourcing, and classification.


Mitigations:

Architectural layers (MAESTRO):