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A technical characterization of APTs by leveraging public resources

Articolo
Data di Pubblicazione:
2023
Abstract:
Advanced persistent threats (APTs) have rocketed over the last years. Unfortunately, their technical characterization is incomplete--it is still unclear if they are advanced usages of regular malware or a different form of malware. This is key to develop an effective cyberdefense. To address this issue, in this paper we analyze the techniques and tactics at stake for both regular and APT-linked malware. To enable reproducibility, our approach leverages only publicly available datasets and analysis tools. Our study involves 11,651 regular malware and 4686 APT-linked ones. Results show that both sets are not only statistically different, but can be automatically classified with F1 > 0.8 in most cases. Indeed, 8 tactics reach F1 > 0.9. Beyond the differences in techniques and tactics, our analysis shows thats actors behind APTs exhibit higher technical competence than those from non-APT malwares.
Tipologia CRIS:
01.01 Articolo in rivista
Keywords:
Advanced persistent threat; APTs; Malware; MITRE ATT and CK
Elenco autori:
Lombardi, Flavio
Autori di Ateneo:
LOMBARDI FLAVIO
Link alla scheda completa:
https://iris.cnr.it/handle/20.500.14243/451864
Pubblicato in:
INTERNATIONAL JOURNAL OF INFORMATION SECURITY (PRINT)
Journal
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URL

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85161942583&doi=10.1007%2fs10207-023-00706-x&partnerID=40&md5=0dfa55e4d23f65dd6ef568b79771f9bc
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