Machine Learning in Access Control: A Taxonomy and Survey

no code implementations • 4 Jul 2022 • Mohammad Nur Nobi, Maanak Gupta, Lopamudra Praharaj, Mahmoud Abdelsalam, Ram Krishnan, Ravi Sandhu

An increasing body of work has recognized the importance of exploiting machine learning (ML) advancements to address the need for efficient automation in extracting access control attributes, policy mining, policy verification, access decisions, etc.

BIG-bench Machine Learning

Analyzing Machine Learning Approaches for Online Malware Detection in Cloud

no code implementations • 19 May 2021 • Jeffrey C Kimmell, Mahmoud Abdelsalam, Maanak Gupta

The variety of services and functionality offered by various cloud service providers (CSP) have exploded lately.

BIG-bench Machine Learning Malware Detection

Enabling and Enforcing Social Distancing Measures using Smart City and ITS Infrastructures: A COVID-19 Use Case

no code implementations • 13 Apr 2020 • Maanak Gupta, Mahmoud Abdelsalam, Sudip Mittal

Internet of Things is a revolutionary domain that has the caliber to impact our lives and bring significant changes to the world.

Analyzing CNN Based Behavioural Malware Detection Techniques on Cloud IaaS

no code implementations • 15 Feb 2020 • Andrew McDole, Mahmoud Abdelsalam, Maanak Gupta, Sudip Mittal

Cloud Infrastructure as a Service (IaaS) is vulnerable to malware due to its exposure to external adversaries, making it a lucrative attack vector for malicious actors.

Malware Detection