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An Analysis Of System Calls Using J48 And JRip For Malware Detection
Published 2018“…The evolution of malware possesses serious threat ever since the concept of malware took root in the technology industry.The malicious software which is specifically designed to disrupt,damage,or gain authorized access to a computer system has made a lot of researchers try to develop a new and better technique to detect malware but it is still inaccurate in distinguishing the malware activities and ineffective.To solve the problem,this paper proposed the integrated machine learning methods consist of J48 and JRip in detecting the malware accurately.The integrated classifier algorithm applied to examine,classify and generate rules of the pattern and program behaviour of system call information.The outcome then revealed the integrated classifier of J48 and JRip outperforming the other classifier with 100% detection of attack rate. …”
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An Analysis Of System Calls Using J48 And JRip For Malware Detection
Published 2018“…The malicious software which is specifically designed to disrupt, damage, or gain authorized access to a computer system has made a lot of researchers try to develop a new and better technique to detect malware but it is still inaccurate in distinguishing the malware activities and ineffective. …”
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Empirical study on intelligent android malware detection based on supervised machine learning
Published 2020“…In response, specific tools and anti-virus programs used conventional signature-based methods in order to detect such Android malware applications. …”
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Android malware detection using permission based static analysis
Published 2024“…There have been many studies on permission-based Android malware detection. In this study, a permission-based Android malware system is analyzed. …”
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Android malware detection using permission based static analysis
Published 2023“…There have been many studies on permission-based Android malware detection. In this study, a permission-based Android malware system is analyzed. …”
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An ensemble deep learning classifier stacked with fuzzy ARTMAP for malware detection
Published 2023“…However, legacy anti-malware methods are confronted with millions of potential malicious programs. …”
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Coordinated Malware Eradication And Remediation Project (CMERP)
Published 2019“…The rate of malware spreading via the internet keep increasing and lead to a serious threat particularly to the host nowadays. …”
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Technical Report -
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Scrutinized System Calls Information Using J48 And Jrip For Malware Behaviour Detection
Published 2019“…Therefore, integrated machine learning techniques comprise J48 and Jrip are proposed as a solution to distinguish malware behaviour more accurately. …”
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A Preemptive behaviour-based malware detection through analysis of API calls sequence inspired by Human Immune System
Published 2024journal::journal article -
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Botnet detection using automated script / Norfathin Rosli
Published 2020“…This paper is about a Botnet Detection using Automated Script, the programming language is and the operating system is Windows 7. …”
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Digital Quran With Storage Optimization Through Duplication Handling And Compressed Sparse Matrix Method
Published 2024thesis::doctoral thesis
