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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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Automated Classification and Analysis of Internet Malware
2007Numerous attacks, such as worms, phishing, and botnets, threaten the availability of the Internet, the integrity of its hosts, and the privacy of its users. A core element of defense against these attacks is anti-virus (AV) software--a service that detects, removes, and characterizes these threats.
Michael D. Bailey +5 more
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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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A Classification of Malware Sandboxes and Their Architectures.
The development of sandboxes has evolved in parallel with malware improvements, providing secure environments for the execution and analysis of malicious software. With the increasing number of sandboxes being developed, each offering distinct features, selecting the most suitable solution for specific needs has become increasingly complex.Bistarelli S., Burberi E. P., Santini F.
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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, 2023Quan Yu
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MCTVD: A malware classification method based on three-channel visualization and deep learning
Computers and Security, 2023Yuan Ping, Yunhe Cui, Guowei Shen
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Image-based malware classification using section distribution information
Computers and Security, 2021Yunhe Cui, Guowei Shen, Chun Guo
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Malware classification and composition analysis: A survey of recent developments
Journal of Information Security and Applications, 2021Miles Q Li +2 more
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