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Quantum Classification of Malware
2014The D-Wave architecture is a unique approach to computing which utilizes quantum annealing to solve discrete optimization problems. Applications for D-Wave machines include binary classification, complex protein-folding models, and heuristics for intractable problems such as the Traveling Salesman Problem.
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A Comparative Study of Malware Family Classification
2012In this paper, we present a comparative study of conventional malware family classification techniques and identifiy their limitations. In our study, we investigate three different feature set, function length frequency and printable string information as static features and Application Programming Interface (API) calls and API parameters as dynamic ...
Md. Rafiqul Islam 0001, Irfan Altas
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Malware Message Classification by Dynamic Analysis
2015The fact that new malware appear every day demands a strong response from anti-malware forces. For that sake, an analysis of new samples must be performed. Usually, one tries to replay the behavior of malware in a safe environment. However, some samples activate a malicious function only if they receive some particular inputs from its command and ...
Bonfante, Guillaume +2 more
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Detection and Classification of Malware
2021 International Conference on Advancements in Electrical, Electronics, Communication, Computing and Automation (ICAECA), 2021D Chandrakala +3 more
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A Survey of Adversarial Attack and Defense Methods for Malware Classification in Cyber Security
IEEE Communications Surveys and Tutorials, 2023Senming Yan, Jing Ren, Limin Sun
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MCTVD: A malware classification method based on three-channel visualization and deep learning
Computers and Security, 2023Chun Guo, Guowei Shen, Yunhe Cui
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Image-based malware classification using section distribution information
Computers and Security, 2021Chun Guo, Guowei Shen, Yunhe Cui
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GDroid: Android malware detection and classification with graph convolutional network
Computers and Security, 2021Shaoyin Cheng, Weiming Zhang
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Malware classification and composition analysis: A survey of recent developments
Journal of Information Security and Applications, 2021Miles Q Li, Benjamin C M Fung
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