Insoo Koo

Toward a Lightweight Intrusion Detection System for the Internet of Things

Sana Ullah Jan, Saeed Ahmed, Vladimir Shakhov et al. · IEEE Access · 2019 · 296 citations · Full text

Anomaly Detection, Machine Learning, Engineering +18

Sensor Fault Classification Based on Support Vector Machine and Statistical Time-Domain Features

Sana Ullah Jan, Young-Doo Lee, Jungpil Shin et al. · IEEE Access · 2017 · 286 citations · Full text

Fault Diagnosis, Engineering, Machine Learning +19

Unsupervised Machine Learning-Based Detection of Covert Data Integrity Assault in Smart Grid Networks Utilizing Isolation Forest

Saeed Ahmed, Young-Doo Lee, Seung-Ho Hyun et al. · IEEE Transactions on Information Forensics and Security · 2019 · 264 citations

Engineering, Machine Learning, Information Security +23

Fault diagnosis based on extremely randomized trees in wireless sensor networks

Umer Saeed, Sana Ullah Jan, Young-Doo Lee et al. · Reliability Engineering & System Safety · 2020 · 216 citations

Fault Diagnosis, Reliability Engineering, Engineering +11

A distributed sensor-fault detection and diagnosis framework using machine learning

Sana Ullah Jan, Young Doo Lee, Insoo Koo · Information Sciences · 2020 · 198 citations

Fault Diagnosis, Engineering, Machine Learning +10