International Journal of Science, Engineering and TechnologyAuthors: Parisa Premchand Goud, Gadde Anusha
Abstract: A comprehensive analysis of honey pot integration with various cyber security frameworks is presented in this paper. These frameworks include firewalls, Intrusion Detection and Prevention Systems (IDPS), Security Information and Event Management (SIEM) systems, and Security Orchestration, Automation, and Response (SOAR) platforms. The paper builds a framework for improving honey pot functions using AI and ML using a systematic research process that includes literature review and case-based analysis. Adaptive responses to sophisticated cyber attacks, predictive analytics, and dynamic threat information may all be generated using this novel technique. The results highlight the importance of honey pots in improving the accuracy of threat detection, decreasing resource overhead, and giving useful information on the strategies, methods, and procedures (TTPs) used by attackers.
DOI: https://doi.org/10.5281/zenodo.20678983
