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A Large Scale Study and Classification of VirusTotal Reports on Phishing and Malware URLs. (arXiv:2205.13155v1 [cs.CR])
May 27, 2022, 1:20 a.m. | Euijin Choo, Mohamed Nabeel, Ravindu De Silva, Ting Yu, Issa Khalil
cs.CR updates on arXiv.org arxiv.org
VirusTotal (VT) provides aggregated threat intelligence on various entities
including URLs, IP addresses, and binaries. It is widely used by researchers
and practitioners to collect ground truth and evaluate the maliciousness of
entities. In this work, we provide a comprehensive analysis of VT URL scanning
reports containing the results of 95 scanners for 1.577 Billion URLs over two
years. Individual VT scanners are known to be noisy in terms of their detection
and attack type classification. To obtain high quality …
classification large malware phishing reports scale urls virustotal
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