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Artificial Intelligence based Algorithm for Detecting Android Obfuscated Applications [PDF]
International Journal of Intelligent Computing and Information SciencesAs technology continues to advance, so does the landscape of Android; based on its open-source nature which renders it vulnerable to various risks.
Hend Aboud +3 more
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Positive Results and Techniques for Obfuscation [PDF]
, 2004 Informally, an obfuscator \({\mathcal{O}}\) is an efficient, probabilistic “compiler” that transforms a program P into a new program (P) with the same functionality as P, but such that \({\mathcal{O}}(P)\) protects any secrets that may be built into and used by P.
Ben Lynn +2 more
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Common Program Similarity Metric Method for Anti-Obfuscation
IEEE Access, 2018 Program similarity metrics, especially malware similarity metrics, have long been an area of active research. However, code obfuscation techniques bring many challenges to similarity analysis.
Xiaochuan Zhang +2 more
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ReTrustFSM: Toward RTL Hardware Obfuscation-A Hybrid FSM Approach
IEEE Access, 2023 Hardware obfuscating is a proactive design-for-trust technique against IC supply chain threats, i.e., IP piracy and overproduction. Many studies have evaluated numerous techniques for obfuscation purposes.
M. Sazadur Rahman +5 more
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Research on the Construction of Malware Variant Datasets and Their Detection Method
Applied Sciences, 2022 Malware detection is of great significance for maintaining the security of information systems. Malware obfuscation techniques and malware variants are increasingly emerging, but their samples and API (application programming interface) sequences are ...
Faming Lu +4 more
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Towards experimental evaluation of code obfuscation techniques [PDF]
Proceedings of the 4th ACM workshop on Quality of protection, 2008 While many obfuscation schemes proposed, none of them satisfy any strong definition of obfuscation. Furthermore secure general-purpose obfuscation algorithms have been proven to be impossible. Nevertheless, obfuscation schemes which in practice slow down malicious reverse-engineering by obstructing code comprehension for even short periods of time are ...
Mariano Ceccato +6 more
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Impact of Code Deobfuscation and Feature Interaction in Android Malware Detection
IEEE Access, 2021 With more than three million applications already in the Android marketplace, various malware detection systems based on machine learning have been proposed to prevent attacks from cybercriminals; most of these systems use static analyses to extract ...
Yun-Chung Chen +4 more
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IEEE Access, 2020 In this paper, we present three datasets that have been built from network traffic traces using ASNM (Advanced Security Network Metrics) features, designed in our previous work.
Ivan Homoliak +2 more
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The current state of art in program obfuscations:definitions of obfuscation security
Труды Института системного программирования РАН, 2018 Program obfuscation is a semantic-preserving transformation aimed at bringing a program into such a form, which impedes the understanding of its algorithm and data structures or prevents extracting of some valuable information from the text of a program.
N. P. Varnovsky +3 more
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Detection of Obfuscated Malicious JavaScript Code
Future Internet, 2022 Websites on the Internet are becoming increasingly vulnerable to malicious JavaScript code because of its strong impact and dramatic effect. Numerous recent cyberattacks use JavaScript vulnerabilities, and in some cases employ obfuscation to conceal ...
Ammar Alazab +3 more
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