Text analysis of DNS queries for data exfiltration protection of computer networks

Text analysis of DNS queries for data exfiltration protection of computer networks

The paper proposes effective method of computer network protection from data exfiltration by the system of domain names. Data exfiltration by Domain Name System (DNS) is an approach to conceal the transfer of confidential data to remote adversary using data encapsulation into the requesting domain n...

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Bibliographic Details
Main Authors: Ya. V. Bubnov, N. N. Ivanov
Format: Article
Language:Russian
Published: National Academy of Sciences of Belarus, the United Institute of Informatics Problems 2020-09-01
Series:Informatika
Subjects:
domain name system
computer network security
data exfiltration
text classification
convolutional neural network
Online Access:https://inf.grid.by/jour/article/view/1057
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