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CYGENT: A cybersecurity conversational agent with log summarization powered by GPT-3
March 27, 2024, 4:11 a.m. | Prasasthy Balasubramanian, Justin Seby, Panos Kostakos
cs.CR updates on arXiv.org arxiv.org
Abstract: In response to the escalating cyber-attacks in the modern IT and IoT landscape, we developed CYGENT, a conversational agent framework powered by GPT-3.5 turbo model, designed to aid system administrators in ensuring optimal performance and uninterrupted resource availability. This study focuses on fine-tuning GPT-3 models for cybersecurity tasks, including conversational AI and generative AI tailored specifically for cybersecurity operations. CYGENT assists users by providing cybersecurity information, analyzing and summarizing uploaded log files, detecting specific events, …
administrators agent aid arxiv attacks availability cs.cr cyber cybersecurity fine-tuning framework gpt gpt-3 gpt-3.5 iot log modern it performance resource response study system system administrators
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