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IEICE Trans

Kensuke SUMOTO

Identifying Relationships between Attack Patterns using Large Language Models
Takuma TSUCHIDA Rikuho MIYATA Hironori WASHIZAKI Kensuke SUMOTO Nobukazu YOSHIOKA Yoshiaki FUKAZAWA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2025/03/01
Vol. E108-A  No. 3  pp. 242-253
Type of Manuscript:  Special Section PAPER (Special Section on Cryptography and Information Security)
Category: 
Keyword: 
LLM, BERT, GPT, attack pattern, relation classification, 
 Summary | Full Text:PDF
Automated Labeling of Entities in CVE Vulnerability Descriptions with Natural Language Processing
Kensuke SUMOTO Kenta KANAKOGI Hironori WASHIZAKI Naohiko TSUDA Nobukazu YOSHIOKA Yoshiaki FUKAZAWA Hideyuki KANUKA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2024/05/01
Vol. E107-D  No. 5  pp. 674-682
Type of Manuscript:  Special Section PAPER (Special Section on Data Engineering and Information Management)
Category: 
Keyword: 
technology, security knowledge repository, CVE, BERT, natural language processing, named entity recognition, 
 Summary | Full Text:PDF