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Malware Analysis

open access: yesInternational Journal of Advanced Research in Computer Science and Software Engineering, 2018
Malware, also known as malicious software affects the user’s computer system or mobile devices by exploiting the system’s vulnerabilities. It is a major threat to the security of the computer systems. Some of the types of malwares that are most commonly used are viruses, trojans, worms, etc.
Ujaliben Kalpesh Bavishi   +1 more
core   +3 more sources

Hypervisor-assisted dynamic malware analysis

open access: yesCybersecurity, 2021
Malware analysis is a task of utmost importance in cyber-security. Two approaches exist for malware analysis: static and dynamic. Modern malware uses an abundance of techniques to evade both dynamic and static analysis tools.
Roee S. Leon   +3 more
doaj   +1 more source

DroidDetectMW: A Hybrid Intelligent Model for Android Malware Detection

open access: yesApplied Sciences, 2023
Malicious apps specifically aimed at the Android platform have increased in tandem with the proliferation of mobile devices. Malware is now so carefully written that it is difficult to detect.
Fatma Taher   +4 more
doaj   +1 more source

Adaptive secure malware efficient machine learning algorithm for healthcare data

open access: yesCAAI Transactions on Intelligence Technology, EarlyView., 2023
Abstract Malware software now encrypts the data of Internet of Things (IoT) enabled fog nodes, preventing the victim from accessing it unless they pay a ransom to the attacker. The ransom injunction is constantly accompanied by a deadline. These days, ransomware attacks are too common on IoT healthcare devices.
Mazin Abed Mohammed   +8 more
wiley   +1 more source

Impact Analysis of Malware Based on Call Network API with Heuristic Detection Method [PDF]

open access: yes, 2020
Malware is a program that has a negative influence on computer systems that don't have user permissions. The purpose of making malware by hackers is to get profits in an illegal way. Therefore, we need a malware analysis.
Suryati, One Tika   +3 more
core   +1 more source

MalView: Interactive Visual Analytics for Comprehending Malware Behavior

open access: yesIEEE Access, 2022
Malicious applications are usually comprehended through two major techniques, namely static and dynamic analyses. Through static analysis, a given malicious program is parsed, and some representative artifacts (e.g., control-flow graphs) are produced ...
Huyen N. Nguyen   +5 more
doaj   +1 more source

A Systematic Literature Review of Android Malware Detection Using Static Analysis

open access: yesIEEE Access, 2020
Android malware has been in an increasing trend in recent years due to the pervasiveness of Android operating system. Android malware is installed and run on the smartphones without explicitly prompting the users or without the user's permission, and it ...
Ya Pan   +3 more
doaj   +1 more source

AndroMalPack: enhancing the ML-based malware classification by detection and removal of repacked apps for Android systems

open access: yesScientific Reports, 2022
Due to the widespread usage of Android smartphones in the present era, Android malware has become a grave security concern. The research community relies on publicly available datasets to keep pace with evolving malware.
Husnain Rafiq   +4 more
doaj   +1 more source

Malware Detection Using Memory Analysis Data in Big Data Environment

open access: yesApplied Sciences, 2022
Malware is a significant threat that has grown with the spread of technology. This makes detecting malware a critical issue. Static and dynamic methods are widely used in the detection of malware. However, traditional static and dynamic malware detection
Murat Dener, Gökçe Ok, Abdullah Orman
doaj   +1 more source

Malware Detection Using Binary Visualization and Neural Networks [PDF]

open access: yesE3S Web of Conferences, 2023
Any programme or code that is damaging to our systems or networks is known as Malware or malicious software. Malware attempts to infiltrate, damage, or destroy our gadgets such as computers, networks, tablets, and so on. Malware may also grant partial or
Jonnala Yamini Devi   +4 more
doaj   +1 more source

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