[HTML][HTML] Internet of things and ransomware: Evolution, mitigation and prevention

M Humayun, NZ Jhanjhi, A Alsayat… - Egyptian Informatics …, 2021 - Elsevier
Internet of things architecture is the integration of real-world objects and places with the
internet. This booming in technology is bringing ease in our lifestyle and making formerly …

[PDF][PDF] Ransomware, threat and detection techniques: A review

S Kok, A Abdullah, N Jhanjhi… - Int. J. Comput. Sci. Netw …, 2019 - academia.edu
The popularity of ransomware has created a unique ecosystem of cybercriminals. Therefore,
the objectives of this paper are to provide a thorough understanding of ransomware's threat …

[PDF][PDF] Disposition of youth in predicting sustainable development goals using the neuro-fuzzy and random forest algorithms

L Gaur, G Singh, A Solanki, NZ Jhanjhi… - Human-Centric …, 2021 - researchgate.net
This paper evaluates the inclination of Asian youth regarding the achievement of
Sustainable Development Goals (SDGs). As the young population of a country holds the key …

[HTML][HTML] Early detection of crypto-ransomware using pre-encryption detection algorithm

SH Kok, A Abdullah, NZ Jhanjhi - … of King Saud University-Computer and …, 2022 - Elsevier
Crypto ransomware is a type of malware that locks its victim's file for ransom using an
encryption algorithm. Its popularity has risen at an alarming rate among the cyber security …

Evaluation metric for crypto-ransomware detection using machine learning

SH Kok, A Azween, NZ Jhanjhi - Journal of Information Security and …, 2020 - Elsevier
Ransomware is a type of malware that blocks access to its victim's resources until a ransom
is paid. Crypto-ransomware is a type of ransomware that blocks access to its victim's files by …

Cyber security issues and challenges for smart cities: A survey

B Hamid, NZ Jhanjhi, M Humayun… - … and Statistics (MACS …, 2019 - ieeexplore.ieee.org
The increasing need and implementation of Information Communication Technologies (ICT)
in urban infrastructure have led to greater attention in smart cities. Smart cities make use of …

Prevention of crypto-ransomware using a pre-encryption detection algorithm

SH Kok, A Abdullah, NZ Jhanjhi, M Supramaniam - Computers, 2019 - mdpi.com
Ransomware is a relatively new type of intrusion attack, and is made with the objective of
extorting a ransom from its victim. There are several types of ransomware attacks, but the …

Design and testing novel one-class classifier based on polynomial interpolation with application to networking security

P Dini, A Begni, S Ciavarella, E De Paoli… - IEEE …, 2022 - ieeexplore.ieee.org
This work exploits the concept of one-class classifier applied to the problem of anomaly
detection in communication networks. The article presents the design of an innovative …

Proposing a rank and wormhole attack detection framework using machine learning

NZ Jhanjhi, SN Brohi, NA Malik - 2019 13th International …, 2019 - ieeexplore.ieee.org
Internet of Things (IoT) is a paradigm in digital technology which is prevalently
revolutionizing various sectors like healthcare, military, business and more. However, the …

Functionality-preserving adversarial machine learning for robust classification in cybersecurity and intrusion detection domains: A survey

A McCarthy, E Ghadafi, P Andriotis, P Legg - Journal of Cybersecurity …, 2022 - mdpi.com
Machine learning has become widely adopted as a strategy for dealing with a variety of
cybersecurity issues, ranging from insider threat detection to intrusion and malware …