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Tag: machine learning

2 attack reports | 0 vulnerabilities

Attack reports

Automatically Detecting DNS Hijacking in Passive DNS

This article describes a machine learning-based pipeline for detecting DNS hijacking using passive DNS data. The system processes an average of 167 million new DNS records daily, extracting 74 features from over 169 terabytes of data. Between March and September 2024, it identified 6,729 hijacking …

cybersecurity
machine learning
2024-11-05
dns hijacking
passive dns
network security
threat detection
domain compromise
Published: November 5, 2024

Downloadable IOCs 37

Detecting Vulnerability Scanning Traffic From Underground Tools Using Machine Learning

Researchers discovered an automated scanning tool called Swiss Army Suite (S.A.S) used for vulnerability scans on web services. The tool generates unusual SQL injection patterns that could potentially bypass web application firewalls. It offers features like Dork-based checker, generator, and SQL v…

sql injection
2024-10-01
2024-10-02
machine learning
vulnerability scanning
telemetry analysis
swiss army suite
underground tools
dork-based checker
s.a.s
web application security
Published: October 2, 2024

Downloadable IOCs 8

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