Using constraint programming and graph representation learning for generating interpretable cloud security policies

• Main Authors: KAZDAGLI, Mikhail, TIWARI, Mohit, KUMAR, Akshat
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2022
• Subjects: Artificial Intelligence and Robotics; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/7717; https://ink.library.smu.edu.sg/context/sis_research/article/8720/viewcontent/Using_constraint_programming_and_graph_representation_learning_for_generating_interpretable_cloud_security_policies.pdf
• Institution: Singapore Management University

Modern software systems rely on mining insights from business sensitive data stored in public clouds. A data breach usually incurs signifcant (monetary) loss for a commercial organization. Conceptually, cloud security heavily relies on Identity Access Management (IAM) policies that IT admins need to...