Samuel Ndichu

Publications

294

Citations

H-Index

2018

Active since

Affiliations

National Institute of Information and Communications Technology(Current)

Kobe University

Samuel Ndichu is an author at National Institute of Information and Communications Technology specializing in engineering, computer science, and data science.

Top concepts

EngineeringData MiningData ScienceComputer ScienceMachine LearningKnowledge DiscoveryIntrusion DetectionInformation SecurityArtificial IntelligencePattern Recognition

Publications per year

2018–2023

Publications

A machine learning approach to detection of JavaScript-based attacks using AST features and paragraph vectors

Samuel Ndichu, Sang‐Wook Kim, Seiichi Ozawa et al. · Applied Soft Computing · 2019 · 74 citations · Full text

Abuse Detection, Engineering, Machine Learning +20

Combat Security Alert Fatigue with AI-Assisted Techniques

Tao Ban, Samuel Ndichu, Takeshi Takahashi et al. · 2021 · 50 citations

Artificial Intelligence, Security Visualization, Event Management +15

Deobfuscation, unpacking, and decoding of obfuscated malicious JavaScript for machine learning models detection performance improvement

Samuel Ndichu, Sang-Wook Kim, Seiichi Ozawa · CAAI Transactions on Intelligence Technology · 2020 · 49 citations · Full text

Breaking Alert Fatigue: AI-Assisted SIEM Framework for Effective Incident Response

Tao Ban, Takeshi Takahashi, Samuel Ndichu et al. · Applied Sciences · 2023 · 40 citations · Full text

Artificial Intelligence, Engineering, Warning System +30

A Machine Learning Approach to Malicious JavaScript Detection using Fixed Length Vector Representation

Samuel Ndichu, Seiichi Ozawa, Takeshi Misu et al. · 2018 · 27 citations

Abuse Detection, Malicious Javascript Detection, Engineering +18

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