Browsing by Author "Salman, Tara"
Now showing items 1-7 of 7
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Cybersecurity of multi-cloud healthcare systems: A hierarchical deep learning approach
Gupta, Lav; Salman, Tara; Ghubaish, Ali; Unal, Devrim; Al-Ali, Abdulla Khalid; Jain, Raj... more authors ... less authors ( Elsevier Ltd , 2022 , Article)With the increase in sophistication and connectedness of the healthcare networks, their attack surfaces and vulnerabilities increase significantly. Malicious agents threaten patients’ health and life by stealing or altering ... -
Estimating the number of sources in white Gaussian noise: Simple eigenvalues based approaches
Badawy, Ahmed; Salman, Tara; Elfouly, Tarek; Khattab, Tamer; Mohamed, Amr; Guizani, Mohsen... more authors ... less authors ( Institution of Engineering and Technology , 2017 , Article)Estimating the number of sources is a key task in many array signal processing applications. Conventional algorithms such as Akaike's information criterion (AIC) and minimum description length (MDL) suffer from underestimation ... -
Feasibility of Supervised Machine Learning for Cloud Security
Bhamare, Deval; Salman, Tara; Samaka, Mohammed; Erbad, Aiman; Jain, Raj ( Institute of Electrical and Electronics Engineers Inc. , 2017 , Conference Paper)Cloud computing is gaining significant attention, however, security is the biggest hurdle in its wide acceptance. Users of cloud services are under constant fear of data loss, security threats and availability issues. ... -
Intrusion Detection System for Healthcare Systems Using Medical and Network Data: A Comparison Study
Hady, Anar A.; Ghubaish, Ali; Salman, Tara; Unal, Devrim; Jain, Raj ( Institute of Electrical and Electronics Engineers Inc. , 2020 , Article)Introducing IoT systems to healthcare applications has made it possible to remotely monitor patients' information and provide proper diagnostics whenever needed. However, providing high-security features that guarantee the ... -
Machine Learning for Anomaly Detection and Categorization in Multi-Cloud Environments
Salman, Tara; Bhamare, Deval; Erbad, Aiman; Jain, Raj; Samaka, Mohammed ( Institute of Electrical and Electronics Engineers Inc. , 2017 , Conference Paper)Cloud computing has been widely adopted by application service providers (ASPs) and enterprises to reduce both capital expenditures (CAPEX) and operational expenditures (OPEX). Applications and services previously running ... -
Recent Advances in the Internet-of-Medical-Things (IoMT) Systems Security
Ghubaish, Ali; Salman, Tara; Zolanvari, Maede; Unal, Devrim; Al-Ali, Abdulla; Jain, Raj... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)The rapid evolutions in microcomputing, mini-hardware manufacturing, and machine-to-machine (M2M) communications have enabled novel Internet-of-Things (IoT) solutions to reshape many networking applications. Healthcare ... -
Security services using blockchains: A state of the art survey
Salman, Tara; Zolanvari, Maede; Erbad, Aiman; Jain, Raj; Samaka, Mohammed ( Institute of Electrical and Electronics Engineers Inc. , 2019 , Article)This paper surveys blockchain-based approaches for several security services. These services include authentication, confidentiality, privacy and access control list, data and resource provenance, and integrity assurance. ...