Transformer-based LLMs in Cybersecurity: An in-depth Study on Log Anomaly Detection and Conversational Defense Mechanisms

Balasubramanian, Prasasthy; Seby, Justin; Kostakos, Panos

doi:10.1109/bigdata59044.2023.10386976

Transformer-based LLMs in Cybersecurity: An in-depth Study on Log Anomaly Detection and Conversational Defense Mechanisms

With the advancement of conversational AI and Large Language Models (LLMs), interactive chatbots are emerging as pivotal assets for connecting with users across various sectors, enabling various capabilities and functions. However, their potential in the cybersecurity domain remains largely untap…