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热词
    • 4. 发明公开
    • MALWARE PROTECTION
    • US20240259425A1
    • 2024-08-01
    • US18576590
    • 2022-06-29
    • British Telecommunications Public Limited Company
    • Sadiq SANIMordecai ROSS
    • G06F21/56H04L61/4511
    • H04L63/1466G06F21/56H04L61/4511
    • Malware Protection A computer implemented method, computer system and computer program are provided for protecting against malware. The method trains a classifier to classify a domain name as being either legitimate or illegitimate, wherein a classification of illegitimate indicates that the domain name was generated by a Domain Generation Algorithm used to generate domain names for malware. The method retrains the classifier using an active learning technique by: using the classifier to determine a respective classification of each domain name in a set of domain names; performing a respective domain name system. DNS, query for each domain name in the set; labelling one or more domain names in the set based on the classification of those domain names and the outcome of the respective DNS queries for those domain names; and using training data comprising the labelled one or more domain names to retrain the classifier. The method uses the classifier to classify a domain name that is the subject of a DNS query from a computer system in a network. The method takes one or more predetermined actions for mitigating or preventing the activity of the malware in response to the domain name being classified as illegitimate.