Understanding attack trends from security blog posts using guided-topic model

• Main Authors: Nagai, Tatsuya, Takita, Makoto, Furumoto, Keisuke, Shiraishi, Yoshiaki, Xia, Kelin, Takano, Yasuhiro, Mohri, Masami, Morii, Masakatu
• Other Authors: School of Physical and Mathematical Sciences
• Format: Article
• Language: English
• Published: 2020
• Subjects: Science::Mathematics; Security Blog Posts; Topic Model
• Online Access: https://hdl.handle.net/10356/145593
• Institution: Nanyang Technological University

Organizations are plagued by sophisticated and diversified cyber attacks. In order to prevent such attacks, it is necessary to understand threat trends and to take measures to protect their assets. Security vendors publish reports which contain threat trends or analysis of malware. These reports are...