MLSMM: Machine Learning Security Maturity Model
Felix Jedrzejewski · Davide Fucci · Oleksandr Adamov
2023 Bluesky Oral
in
Workshop: 2nd ICML Workshop on New Frontiers in Adversarial Machine Learning
in
Workshop: 2nd ICML Workshop on New Frontiers in Adversarial Machine Learning
Abstract
Assessing the maturity of security practices during the development of Machine Learning (ML) based software components has not gotten as much attention as traditional software development.In this Blue Sky idea paper, we propose an initial Machine Learning Security Maturity Model (MLSMM) which organizes security practices along the ML-development lifecycle and, for each, establishes three levels of maturity. We envision MLSMM as a step towards closer collaboration between industry and academia.
Video
Chat is not available.
Successful Page Load