Concepedia

Nami Ashizawa

NA

5

Publications

215

Citations

5

H-Index

2021

Active since

Affiliations

The University of Osaka(Current)

National Institute of Technology, Nara College

Nanyang Technological University

Nami Ashizawa is an author at The University of Osaka specializing in machine learning, computer science, and data science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningData MiningDeep LearningHardware SecurityPattern RecognitionSmart ContractsProgram Analysis

Publications per year

2021–2022

5

Publications

5

Eth2Vec: Learning Contract-Wide Code Representations for Vulnerability Detection on Ethereum Smart Contracts

Nami Ashizawa, Naoto Yanai, Jason Paul Cruz et al. · 2021 · 106 citations · Full text

Engineering, Machine Learning, Information Security +21

Multi-scale Self-Organizing Map assisted Deep Autoencoding Gaussian Mixture Model for unsupervised intrusion detection

Yang Chen, Nami Ashizawa, Chai Kiat Yeo et al. · Knowledge-Based Systems · 2021 · 52 citations

Anomaly Detection, Machine Learning, Data Science +11

Eth2Vec: Learning contract-wide code representations for vulnerability detection on Ethereum smart contracts

Nami Ashizawa, Naoto Yanai, Jason Paul Cruz et al. · Blockchain Research and Applications · 2022 · 32 citations · Full text

Engineering, Machine Learning, Information Security +20

Self-Organizing Map assisted Deep Autoencoding Gaussian Mixture Model for Intrusion Detection

Yang Chen, Nami Ashizawa, Seanglidet Yean et al. · 2021 · 13 citations

Hardware Security, Anomaly Detection, Machine Learning +14

MADMAX: Browser-Based Malicious Domain Detection Through Extreme Learning Machine

Kazuki Iwahana, Tatsuya Takemura, Ju Chien Cheng et al. · IEEE Access · 2021 · 12 citations · Full text

Artificial Intelligence, Abuse Detection, Engineering +13

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