11 citations · 16 across the 4 of their papers we have counts for
4 papers
LLMs, You Can Evaluate It! Design of Multi-perspective Report Evaluation for Security Operation Centers
Hiroyuki Okada, Tatsumi Oba, Naoto Yanai
Security operation centers (SOCs) often produce analysis reports on security incidents, and large language models (LLMs) will likely be used for this task in the near future. We po…
Decoding BACnet Packets: A Large Language Model Approach for Packet Interpretation
Rashi Sharma, Hiroyuki Okada, Tatsumi Oba +3
The Industrial Control System (ICS) environment encompasses a wide range of intricate communication protocols, posing substantial challenges for Security Operations Center (SOC) an…
Graph Convolutional Network-based Suspicious Communication Pair Estimation for Industrial Control Systems
Tatsumi Oba, Tadahiro Taniguchi
Whitelisting is considered an effective security monitoring method for networks used in industrial control systems, where the whitelists consist of observed tuples of the IP addres…
MOBIUS: Model-Oblivious Binarized Neural Networks
Hiromasa Kitai, Jason Paul Cruz, Naoto Yanai +7
A privacy-preserving framework in which a computational resource provider receives encrypted data from a client and returns prediction results without decrypting the data, i.e., ob…