Takeshi Takahashi

A Machine Learning Approach to Detection of Critical Alerts from Imbalanced Multi-Appliance Threat Alert Logs

2021 · 2021 IEEE International Conference on Big Data (Big Data)

The extraordinary number of alerts generated by network intrusion detection systems (NIDS) can desensitize security analysts tasked with incident response. Security information and event management systems (SIEMs) perform some rudimentary automation but cannot replicate the …

SenseInput: An Image-Based Sensitive Input Detection Scheme for Phishing Website Detection

2022

Phishing has persistently posed threats to the World Wide Web as phishing websites evolve over these years. Many previous works were devoted to extracting useful features and focused on the essential components of phishing websites. …