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Improved method and system for detecting malicious behavioral patterns in a computer, using machine learning
Improved method and system for detecting malicious behavioral patterns in a computer, using machine learning
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机译:使用机器学习检测计算机中恶意行为模式的改进方法和系统
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摘要
Method for detecting malicious behavioral patterns which are related to malicious software such as a computer worm in computerized systems that include data exchange channels with other systems over a data network. Accordingly, hardware and/or software parameters are determined in the computerized system that is can characterize known behavioral patterns thereof. Known malicious code samples are learned by a machine learning process, such as decision trees and artificial neural networks, and the results of the machine learning process are analyzed in respect to the behavioral patterns of the computerized system. Then known and unknown malicious code samples are identified according to the results of the machine learning process.
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