Papers by Suleiman Y Yerima
2022 14th International Conference on Computational Intelligence and Communication Networks (CICN), Dec 4, 2022
International Conference on Big Data, Dec 29, 2014
arXiv (Cornell University), Aug 2, 2016
ICTACT Journal on Communication Technology, Jun 1, 2011
2022 14th International Conference on Computational Intelligence and Communication Networks (CICN), Dec 4, 2022
IEEE Systems Journal, Jun 1, 2023
2022 14th International Conference on Computational Intelligence and Communication Networks (CICN), Dec 4, 2022
Electronics
PDF has become a major attack vector for delivering malware and compromising systems and networks... more PDF has become a major attack vector for delivering malware and compromising systems and networks, due to its popularity and widespread usage across platforms. PDF provides a flexible file structure that facilitates the embedding of different types of content such as JavaScript, encoded streams, images, executable files, etc. This enables attackers to embed malicious code as well as to hide their functionalities within seemingly benign non-executable documents. As a result, a large proportion of current automated detection systems are unable to effectively detect PDF files with concealed malicious content. To mitigate this problem, a novel approach is proposed in this paper based on ensemble learning with enhanced static features, which is used to build an explainable and robust malicious PDF document detection system. The proposed system is resilient against reverse mimicry injection attacks compared to the existing state-of-the-art learning-based malicious PDF detection systems. T...
Electronics
As smartphones and other mobile and IoT devices have become pervasive in everyday life, malicious... more As smartphones and other mobile and IoT devices have become pervasive in everyday life, malicious software (malware) authors are increasingly targeting the operating systems that are at the core of these mobile systems [...]
2022 14th International Conference on Computational Intelligence and Communication Networks (CICN)
Proceedings of the 2022 Fourteenth International Conference on Contemporary Computing
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Papers by Suleiman Y Yerima