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• W3199148905 abstract "Deception technologies like honeypots produce comprehensive log reports, but often lack interoperability with EDR and SIEM technologies. A key bottleneck is that existing information transformation plugins perform well on static logs (e.g. geolocation), but face limitations when it comes to parsing dynamic log topics (e.g. user-generated content). In this paper, we present a run-time system (GPT-2C) that leverages large pre-trained models (GPT-2) to parse dynamic logs generate by a Cowrie SSH honeypot. Our fine-tuned model achieves 89% inference accuracy in the new domain and demonstrates acceptable execution latency." @default.
• W3199148905 created "2021-09-27" @default.
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• W3199148905 date "2021-09-14" @default.
• W3199148905 modified "2023-09-27" @default.
• W3199148905 title "GPT-2C: A GPT-2 parser for Cowrie honeypot logs." @default.
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