A comprehensive machine learning framework for robust security management in cloud-based internet of things systems
The purpose of this paper is to explore the role of Machine Learning (ML) in fortifying the security of cloud-based Internet of Things (IoT) systems, using a comprehensive security management approach. The methodological approach involved comparing different ML techniques such as Decision Trees, Ran...
| Main Authors: | Mahmoud Mohamed, Khaled Alosman |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Penerbit Universiti Kebangsaan Malaysia
2024
|
| Online Access: | http://journalarticle.ukm.my/25389/ http://journalarticle.ukm.my/25389/1/kejut_18.pdf |
Similar Items
Digital Forensics Investigation Frameworks for Cloud
Computing and Internet of Things
by: Pichan, Ameer
Published: (2022)
by: Pichan, Ameer
Published: (2022)
Security aspects and efforts towards secure Internet of things
by: Wan Abdul Rahman, Wan Fariza, et al.
Published: (2017)
by: Wan Abdul Rahman, Wan Fariza, et al.
Published: (2017)
Internet of things security vulnerabilities and recommended solutions
by: Olanrewaju, Rashidah Funke, et al.
Published: (2018)
by: Olanrewaju, Rashidah Funke, et al.
Published: (2018)
Internet Of Things On Web Development And Cloud Computing For Space Farming
by: Chai, Rong Xing
Published: (2021)
by: Chai, Rong Xing
Published: (2021)
Internet of things and industrial applications for precision machining
by: Benardos, Panorios, et al.
Published: (2017)
by: Benardos, Panorios, et al.
Published: (2017)
A comprehensive analysis of intrusion detection system in internet of things
by: Teh, Boon Seong
Published: (2020)
by: Teh, Boon Seong
Published: (2020)
The rise of internet of things and big data on the cloud: challenges and future trends
by: Laouratou, Diallo, et al.
Published: (2017)
by: Laouratou, Diallo, et al.
Published: (2017)
The future of data privacy and security concerns in
Internet of things
by: Solangi, Zulfiqar Ali, et al.
Published: (2018)
by: Solangi, Zulfiqar Ali, et al.
Published: (2018)
A framework for blockchain and internet of things integration in improving food security in the food supply chain
by: Guixia, Xiao, et al.
Published: (2024)
by: Guixia, Xiao, et al.
Published: (2024)
Internet of Things (IoT) intrusion detection by Machine Learning (ML): a review
by: Dehkordi, Iman Farhadian, et al.
Published: (2023)
by: Dehkordi, Iman Farhadian, et al.
Published: (2023)
A survey on supervised machine learning in intrusion detection systems for Internet of Things
by: Shakirah, Saidin, et al.
Published: (2023)
by: Shakirah, Saidin, et al.
Published: (2023)
An intrusion detection system for the internet of things based on machine learning: review and challenges
by: Adnan, Ahmed, et al.
Published: (2021)
by: Adnan, Ahmed, et al.
Published: (2021)
A cloud-based bus tracking system based on internet-of-things technology
by: Akter, Sharmin, et al.
Published: (2019)
by: Akter, Sharmin, et al.
Published: (2019)
Robust reputation based trust management framework for federated-cloud environments
by: Derahman, Mohd Noor, et al.
Published: (2016)
by: Derahman, Mohd Noor, et al.
Published: (2016)
Internet of things: the concept, inherent security challenges
and recommended solutions
by: Khan, Burhan Ul Islam, et al.
Published: (2019)
by: Khan, Burhan Ul Islam, et al.
Published: (2019)
Internet of things (IoT); security requirements, attacks and counter measures
by: Imdad, Maria, et al.
Published: (2020)
by: Imdad, Maria, et al.
Published: (2020)
Internet of things security implementation using blockchain for wireless technology
by: Karim, Karim Jabur
Published: (2019)
by: Karim, Karim Jabur
Published: (2019)
A framework for realizing universal standardization for internet of things
by: Usman, Mohammed Joda, et al.
Published: (2014)
by: Usman, Mohammed Joda, et al.
Published: (2014)
Systematic review of intrusion detection system based on machine learning techniques for internet of things
by: Idris, Muhammad, et al.
Published: (2023)
by: Idris, Muhammad, et al.
Published: (2023)
Autonomic Internet of Things
by: Habaebi, Mohamed Hadi, et al.
Published: (2017)
by: Habaebi, Mohamed Hadi, et al.
Published: (2017)
Autonomic computing in internet of things for resource management
by: Ashraf, Qazi Mamoon, et al.
Published: (2015)
by: Ashraf, Qazi Mamoon, et al.
Published: (2015)
Potential Measures to Enhance Information Security Compliance in the Healthcare Internet of Things
by: Premylla, Jeremiah, et al.
Published: (2018)
by: Premylla, Jeremiah, et al.
Published: (2018)
Evaluation of Security Metric for Artificial Internet of Things Smart Locking System
by: Siti Nur Hanani, Mohd Rizal
Published: (2023)
by: Siti Nur Hanani, Mohd Rizal
Published: (2023)
Factors Influencing The Adoption Of Internet Of Things For Home Security In Dhaka Households
by: Mahmud, Arif
Published: (2023)
by: Mahmud, Arif
Published: (2023)
Connectivity, interoperability and manageability challenges in internet of things
by: Haseeb, Shariq, et al.
Published: (2017)
by: Haseeb, Shariq, et al.
Published: (2017)
Hydroponics Management System Based Internet of Things
by: Mohd Razif, Mohamad Haziq, et al.
Published: (2020)
by: Mohd Razif, Mohamad Haziq, et al.
Published: (2020)
Smart Waste Management System With Internet Of Things
by: Lee, Soon Chong
Published: (2018)
by: Lee, Soon Chong
Published: (2018)
Introducing autonomy in internet of things
by: Ashraf , Qazi Mamoon, et al.
Published: (2015)
by: Ashraf , Qazi Mamoon, et al.
Published: (2015)
The Air and Sound Pollution Monitoring System using Internet of Things and Cloud Based Data Analysis
by: Deshinta, Arrova Dewi, et al.
Published: (2018)
by: Deshinta, Arrova Dewi, et al.
Published: (2018)
Rule-based conflict resolution framework for Internet of Things device management in smart home environment
by: Perumal, Thinagaran, et al.
Published: (2016)
by: Perumal, Thinagaran, et al.
Published: (2016)
SPY-BOT: Machine learning-enabled post filtering for social network-integrated industrial internet of things
by: Rahman, Md. Arafatur, et al.
Published: (2021)
by: Rahman, Md. Arafatur, et al.
Published: (2021)
Android based smart security systems using internet of things (IoT) and firebase
by: Harvent Rau, Mogana Ravu
Published: (2019)
by: Harvent Rau, Mogana Ravu
Published: (2019)
Innovative Knowledge Management Collaboration Through Internet of Things
by: Abdullah, Embong, et al.
Published: (2015)
by: Abdullah, Embong, et al.
Published: (2015)
Autonomic Internet of things for enforced demand
management in smart grid
by: Ashraf, Qazi Mamoon, et al.
Published: (2017)
by: Ashraf, Qazi Mamoon, et al.
Published: (2017)
NanoPC ARM-Based Panel Saw Machine with Industrial Internet of Things
by: Farag, Mohannad, et al.
Published: (2020)
by: Farag, Mohannad, et al.
Published: (2020)
Intergenerational interpretation of the Internet of Things
by: Brown, Michael, et al.
Published: (2012)
by: Brown, Michael, et al.
Published: (2012)
Automation of internet of things connection
by: Khoo, Koay Chin Yau
Published: (2015)
by: Khoo, Koay Chin Yau
Published: (2015)
CCS527 – Internet Of Things
by: PPSKOM, Pusat Pengajian Sains Komputer
Published: (2023)
by: PPSKOM, Pusat Pengajian Sains Komputer
Published: (2023)
Internet of things for indoor farming
by: Chong, Kai Chian
Published: (2018)
by: Chong, Kai Chian
Published: (2018)
Security and privacy issues in medical internet of things: Overview, countermeasures, challenges and future directions
by: Elhoseny, M., et al.
Published: (2021)
by: Elhoseny, M., et al.
Published: (2021)
Similar Items
-
Digital Forensics Investigation Frameworks for Cloud
Computing and Internet of Things
by: Pichan, Ameer
Published: (2022) -
Security aspects and efforts towards secure Internet of things
by: Wan Abdul Rahman, Wan Fariza, et al.
Published: (2017) -
Internet of things security vulnerabilities and recommended solutions
by: Olanrewaju, Rashidah Funke, et al.
Published: (2018) -
Internet Of Things On Web Development And Cloud Computing For Space Farming
by: Chai, Rong Xing
Published: (2021) -
Internet of things and industrial applications for precision machining
by: Benardos, Panorios, et al.
Published: (2017)