Adrian-Stefan Popescu

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Over the last couple of years there has been a substantial increase of malicious attacks that are using the Internet as an infection vector. One solution to counter this problem is to implement a filter at the network connection level. Due to the large amount of data that has to be filtered in real-time, any practical approach has to consider both memory(More)
As the number and impact of online threats increases exponentially, the automatic classification of malware becomes increasingly important in the antivirus business. The heavy use of machine learning in this field raises the following question: “How much will a trained machine-learning model resist in time against the ever-changing malware binary code?” In(More)
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