Browsing by Author "Australia"

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Critical Feature Selection for Machine Learning Approaches to Detect Ransomware

Malik, Sachin; Shanmugam, Bharanidharan; Kannorpatti, Krishnan; Azam, Sami (2022-03-24)

It has been nearly three decades since the first strain of ransomware surfaced online, but still, it is one of the most destructive malwares of all time, costing millions of dollars around the globe each year. Ransomware ...
Diagnosis Support System for General Diseases by implementing a Novel Machine Learning based Classifier

Kamra, Vikas; Kumar, Praveen; Mohammadian, Masoud (2021-08-05)

Millions of folks around the earth are affliction from late disease identification and diagnosis. An incredible amount of health information has been obtained by the latest technologies in digital medical services and ...
A Framework to Detect Cyber-attacks against Networked Medical Devices (Internet of Medical Things): An Attack-Surface-Reduction by Design Approach

Kavianpour, Sanaz; Shanmugam, Bharanidharan; H Zolait, Ali; Razaq, Abdul (2021-07-25)

The majority of medical devices in the healthcare system are not built-in security concepts. Hence, these devices' built-in vulnerabilities prone them to various cyber-attacks when connected to a hospital network or cloud. ...

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