Program



Track C(Hall D)
2025.8.27 17:00 ~ 17:40
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Clumit Security: A New Standard of Autonomous Security Driven by AI Clustering and LLMs

ClumL Inc.

Min-gyu Cho, CSO


ClumL’s Clumit Security is an autonomous security solution that combines AI clustering with LLM-based automated analysis. Using proprietary high-performance sensors and data storage, it collects large-scale network traffic in real time and converts both structured and unstructured data into high-dimensional vectors for clustering-based analysis. This enables the detection of novel, evolving, and stealth threats without reliance on rules or signatures. Detected events are prioritized by anomaly score, with only the most critical passed to the LLM for analysis and natural-language reporting. This automation reduces repetitive manual work, allowing security teams to focus on strategic response. Clumit Security delivers strong stability and scalability, enabling organizations to detect, analyze, and respond to threats with speed and precision.