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Chansu Han
ORCID
Publication Activity (10 Years)
Years Active: 2016-2023
Publications (10 Years): 26
Top Topics
Phylogenetic Trees
Nonnegative Matrix
Intrusion Detection
Top Venues
IEEE Access
ICONIP (1)
AsiaJCIS
FMEC
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Publications
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Kei Oshio
,
Satoshi Takada
,
Tianxiang He
,
Chansu Han
,
Akira Tanaka
,
Takeshi Takahashi
,
Jun'ichi Takeuchi
Towards Functional Analysis of IoT Malware Using Function Call Sequence Graphs and Clustering.
COMPSAC
(2023)
Yu-Wei Chang
,
Hong-Yen Chen
,
Chansu Han
,
Tomohiro Morikawa
,
Takeshi Takahashi
,
Tsung-Nan Lin
FINISH: Efficient and Scalable NMF-Based Federated Learning for Detecting Malware Activities.
IEEE Trans. Emerg. Top. Comput.
11 (4) (2023)
Shota Kawanaka
,
Yoshikatsu Kashiwabara
,
Kohei Miyamoto
,
Masazumi Iida
,
Chansu Han
,
Tao Ban
,
Takeshi Takahashi
,
Jun'ichi Takeuchi
Packet-Level Intrusion Detection Using LSTM Focusing on Personal Information and Payloads.
AsiaJCIS
(2023)
Chansu Han
,
Akira Tanaka
,
Jun'ichi Takeuchi
,
Takeshi Takahashi
,
Tomohiro Morikawa
,
Tsung-Nan Lin
Towards Long-Term Continuous Tracing of Internet-Wide Scanning Campaigns Based on Darknet Analysis.
ICISSP
(2023)
Kohei Miyamoto
,
Masazumi Iida
,
Chansu Han
,
Tao Ban
,
Takeshi Takahashi
,
Jun'ichi Takeuchi
Consolidating Packet-Level Features for Effective Network Intrusion Detection: A Novel Session-Level Approach.
IEEE Access
11 (2023)
Chansu Han
,
Yoonsung Koo
,
Jaehwan Kim
,
Kwangwook Choi
,
Sangjeen Hong
Wafer Type Ion Energy Monitoring Sensor for Plasma Diagnosis.
Sensors
23 (5) (2023)
Tianxiang He
,
Chansu Han
,
Ryoichi Isawa
,
Takeshi Takahashi
,
Shuji Kijima
,
Jun'ichi Takeuchi
Scalable and Fast Algorithm for Constructing Phylogenetic Trees With Application to IoT Malware Clustering.
IEEE Access
11 (2023)
Tianxiang He
,
Chansu Han
,
Akira Tanaka
,
Takeshi Takahashi
,
Jun'ichi Takeuchi
Work in Progress: New Seed Set Selection Method of the Scalable Method for Constructing Phylogenetic Trees.
CF
(2023)
Akira Tanaka
,
Chansu Han
,
Takeshi Takahashi
Detecting Coordinated Internet-Wide Scanning by TCP/IP Header Fingerprint.
IEEE Access
11 (2023)
Kei Oshio
,
Satoshi Takada
,
Chansu Han
,
Akira Tanaka
,
Jun'ichi Takeuchi
Poster: Flexible Function Estimation of IoT Malware Using Graph Embedding Technique.
ISCC
(2022)
Chansu Han
,
Jun'ichi Takeuchi
,
Takeshi Takahashi
,
Daisuke Inoue
Dark-TRACER: Early Detection Framework for Malware Activity Based on Anomalous Spatiotemporal Patterns.
IEEE Access
10 (2022)
Chansu Han
,
Akira Tanaka
,
Takeshi Takahashi
Darknet Analysis-Based Early Detection Framework for Malware Activity: Issue and Potential Extension.
Big Data
(2022)
Kohei Miyamoto
,
Hiroki Goto
,
Ryosuke Ishibashi
,
Chansu Han
,
Tao Ban
,
Takeshi Takahashi
,
Jun'ichi Takeuchi
Malicious Packet Classification Based on Neural Network Using Kitsune Features.
ISPR
(2022)
Ryosuke Ishibashi
,
Kohei Miyamoto
,
Chansu Han
,
Tao Ban
,
Takeshi Takahashi
,
Jun'ichi Takeuchi
Generating Labeled Training Datasets Towards Unified Network Intrusion Detection Systems.
IEEE Access
10 (2022)
Ryosuke Ishibashi
,
Hiroki Goto
,
Chansu Han
,
Tao Ban
,
Takeshi Takahashi
,
Jun'ichi Takeuchi
Which Packet Did They Catch? Associating NIDS Alerts with Their Communication Sessions.
AsiaJCIS
(2021)
Kohei Masumi
,
Chansu Han
,
Tao Ban
,
Takeshi Takahashi
Towards Efficient Labeling of Network Incident Datasets Using Tcpreplay and Snort.
CODASPY
(2021)
Chansu Han
,
Jun'ichi Takeuchi
,
Takeshi Takahashi
,
Daisuke Inoue
Automated Detection of Malware Activities Using Nonnegative Matrix Factorization.
TrustCom
(2021)
Akira Tanaka
,
Chansu Han
,
Takeshi Takahashi
,
Katsuki Fujisawa
Internet-Wide Scanner Fingerprint Identifier Based on TCP/IP Header.
FMEC
(2021)
Reo Kawasoe
,
Chansu Han
,
Ryoichi Isawa
,
Takeshi Takahashi
,
Jun'ichi Takeuchi
Investigating behavioral differences between IoT malware via function call sequence graphs.
SAC
(2021)
Bo Sun
,
Tao Ban
,
Chansu Han
,
Takeshi Takahashi
,
Katsunari Yoshioka
,
Jun'ichi Takeuchi
,
Abdolhossein Sarrafzadeh
,
Meikang Qiu
,
Daisuke Inoue
Leveraging Machine Learning Techniques to Identify Deceptive Decoy Documents Associated With Targeted Email Attacks.
IEEE Access
9 (2021)
Takeshi Takahashi
,
Yuki Umemura
,
Chansu Han
,
Tao Ban
,
Keisuke Furumoto
,
Ohnori Nakamura
,
Katsunari Yoshioka
,
Jun'ichi Takeuchi
,
Noboru Murata
,
Yoshiaki Shiraishi
Designing Comprehensive Cyber Threat Analysis Platform: Can We Orchestrate Analysis Engines?
PerCom Workshops
(2021)
Tianxiang He
,
Chansu Han
,
Takeshi Takahashi
,
Shuji Kijima
,
Jun'ichi Takeuchi
Scalable and Fast Hierarchical Clustering of IoT Malware Using Active Data Selection.
FMEC
(2021)
Chansu Han
,
Jumpei Shimamura
,
Takeshi Takahashi
,
Daisuke Inoue
,
Jun'ichi Takeuchi
,
Koji Nakao
Real-Time Detection of Global Cyberthreat Based on Darknet by Estimating Anomalous Synchronization Using Graphical Lasso.
IEICE Trans. Inf. Syst.
(10) (2020)
Tianxiang He
,
Chansu Han
,
Ryoichi Isawa
,
Takeshi Takahashi
,
Shuji Kijima
,
Jun'ichi Takeuchi
,
Koji Nakao
A Fast Algorithm for Constructing Phylogenetic Trees with Application to IoT Malware Clustering.
ICONIP (1)
(2019)
Chansu Han
,
Jumpei Shimamura
,
Takeshi Takahashi
,
Daisuke Inoue
,
Masanori Kawakita
,
Jun'ichi Takeuchi
,
Koji Nakao
Real-Time Detection of Malware Activities by Analyzing Darknet Traffic Using Graphical Lasso.
TrustCom/BigDataSE
(2019)
Chansu Han
,
Kento Kono
,
Shoma Tanaka
,
Masanori Kawakita
,
Jun'ichi Takeuchi
Botnet Detection Using Graphical Lasso with Graph Density.
ICONIP (1)
(2016)