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Title:

EFACTLS: Effective Active TLS Fingerprinting for Large-scale Server Deployment Characterization

Document type:
Zeitschriftenaufsatz
Author(s):
Sosnowski, Markus; Zirngibl, Johannes; Sattler, Patrick; Carle, Georg; Grohnfeldt, Claas; Russo, Michele; Sgandurra, Daniele
Abstract:
Active measurements allow the collection of server characteristics on a large scale that can aid in discovering hidden relations and commonalities among server deployments. Finding these relations opens up new possibilities for clustering and classifying server deployments; for example, identifying a previously unknown cybercriminal infrastructure can be valuable cyber-threat intelligence. In this work, we propose a methodology based on active measurements to acquire Transport Layer Security (T...     »
Keywords:
Servers; Fingerprint recognition; Protocols; Behavioral sciences; Probes; Internet; Feature extraction; Active Scanning; TLS; Fingerprinting; Server Classification; Command and Control Servers
Journal title:
IEEE Transactions on Network and Service Management
Year:
2024
Month:
February
Fulltext / DOI:
doi:10.1109/TNSM.2024.3364526
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