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PeiYU Tseng
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Research Assistant
I am a Research Assistant at Academia Sinica-the best academic institution in Taiwan, where I attend the laboratory led by Yen-Nun Huang, the director of the Research Center for Information Technology Innovation. My research focuses on Network and System Security, and Deep Learning.
Academia Sinica
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National Chung Cheng University
Tainan City, Taiwan

Skills

Python
C#
C
TensorFlow
PyTorch
Bash scripting
Neo4J
Linux Shell

Languages

English
Intermediate

Work experiences

Research Assistant

Academia Sinica
Full-time

Oct 2021 ~ Present
Taipei City, Taiwan
Graph-based Neural Attack Behavior Detection and Alignment with Kernel Audit Logs for Advanced Persistent Threats Using Honeypot Logs and Packets for Identifying Network Attack Patterns and their Signature

M.S.

National Chung Cheng University

Aug 2019 ~ Aug 2021
2 yrs 0 mos
Taiwan
Anomaly detection based on Generative Adversarial Networks

Penetration tester

Network and System Security laboratory
Contract

Jun 2020 ~ Jan 2021
7 mos
Taiwan
Helped the government identify security vulnerabilities and weaknesses in websites or IoT devices.

Network maintainer

College of Engineering in National Chung Cheng University

Oct 2019 ~ Oct 2020
1 yr 0 mos
Maintained and implemented the college's networks and network infrastructures Managed the college's services, such as websites, VPN, and DNS

Educations

Logo of National Chung Cheng University.

National Chung Cheng University

Master of Science (MS)
Computer Science and Information Engineering

2019 - 2021
Logo of National Taichung University of Education.

National Taichung University of Education

Bachelor of Science (BS)
Computer Science

2015 - 2019