Automating Threat Intelligence Analysis with Retrieval Augmented Generation (RAG) for Enhanced Cybersecurity Posture

Jatin Pal Singh, Shobhit Agrawal

Abstract: This topic explores the integration of Retrievable Augmented Generation (RAG) with threat intelligence platforms to automate the analysis and interpretation of cyber threats. It aims to discuss how RAG can be leveraged to synthesize and contextualize vast amounts of data from various sources, including logs, threat feeds, and incident reports, to generate actionable insights. The focus would include the potential of RAG to improve the speed and accuracy of threat detection, streamline response strategies, and enhance overall cybersecurity measures by providing a deeper understanding of the threat landscape and its implications on security policies and defenses.

Keywords: RAG integration, threat intelligence, cyber threats, data synthesis, cybersecurity enhancement

How to Cite?: Jatin Pal Singh, Shobhit Agrawal, "Automating Threat Intelligence Analysis with Retrieval Augmented Generation (RAG) for Enhanced Cybersecurity Posture", Volume 13 Issue 5, May 2024, International Journal of Science and Research (IJSR), Pages: 251-255, https://www.ijsr.net/getabstract.php?paperid=SR24502103758, DOI: https://dx.doi.org/10.21275/SR24502103758