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About Research of Android Malware Detection Based On Network Traffic Monitoring
This paper proposes a network traffic monitoring system to detect Android malware. The system consists of four components: traffic monitoring, traffic anomaly recognition, response processing, and cloud storage. It parses network packet data, extracts features, and uses SVM classification to determine if traffic is abnormal and locate the source application. The system can automatically respond to malware and generate new security policies from training data to improve detection ability over time. An experiment showed the system can effectively detect Android malware and control infected applications.
Detailed Information
| Author: | ['whay3'] |
|---|---|
| Publication Year: | 2021 |
| Pages: | 6 |
| Language: | English |
| Format: | |
| Price: | FREE |
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