Collecting Indicators of Compromise from Unstructured Text of Cybersecurity Articles using Neural-Based Sequence Labelling

no code implementations • 4 Jul 2019 • Zi Long, Lianzhi Tan, Shengping Zhou, Chaoyang He, Xin Liu

Indicators of Compromise (IOCs) are artifacts observed on a network or in an operating system that can be utilized to indicate a computer intrusion and detect cyber-attacks in an early stage.

Automatic Identification of Indicators of Compromise using Neural-Based Sequence Labelling

no code implementations • PACLIC 2018 • Shengping Zhou, Zi Long, Lianzhi Tan, Hao Guo

In this paper, we propose using a neural-based sequence labelling model to identify IOCs automatically from reports on cybersecurity without expert knowledge of cybersecurity.