Senior Member Of Technical Staff
CurrentResearcher in Computer Security and Data Scientist, focusing on Artificial Intelligence and Machine Learning techniques for Cybersecurity
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Siow Jing Kai is listed as Research Scientist at DSO National Laboratories at DSO National Laboratories, a with 920 employees, based in Singapore. AeroLeads shows a matched LinkedIn profile for Siow Jing Kai.
Siow Jing Kai previously worked as Senior Member of Technical Staff at Dso National Laboratories and Member of Technical Staff at Dso National Laboratories. Siow Jing Kai holds Doctor Of Philosophy - Phd, Computer Science from Nanyang Technological University Singapore.
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I am a cybersecurity and data science researcher employed at DSO National Laboratories, Singapore. My research domain encompasses deep learning, cybersecurity, and software engineering, with a wealth of experience exceeding six years in both research and software development. My contributions extend to both research and development, where I continually refines my expertise in these areas.I hold a Ph.D. from the School of Computer Science and Engineering at Nanyang Technological University, where I was under the mentorship of Prof. Liu Yang. My doctoral research focused on utilizing deep learning techniques to enhance software development security. Throughout my academic journey, I have made substantial contributions to the scientific community, with more than 10 peer-reviewed publications presented at esteemed conferences including NeuRIPS, SANER, and TOSEM. These publications underscore the caliber and impact of my research efforts.
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Singapore, Singapore
Researcher in Computer Security and Data Scientist, focusing on Artificial Intelligence and Machine Learning techniques for Cybersecurity
Singapore, Singapore
Researcher in Computer Security and Data Scientist, focusing on Artificial Intelligence and Machine Learning techniques for Cybersecurity
Singapore
- Leveraged state-of-the-art source code representation and deep learning networks in discovering vulnerabilities. - Identification of security patches through text-based classification techniques and deep neural networks.- Developed/scripted/designed several tools and projects for source code representation and data wrangling/processing/crawling. Publications:- Jing Kai Siow, Cuiyun Gao*, Lingling Fan, Sen Chen, and Yang Liu. CORE: Automating review recommendations for code changes. In Proceedings of the 27th IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2020. - Yaqin Zhou, Shangqing Liu, Jing Kai Siow, Xiaoning Du, Yang Liu:Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks - Zhou, Y., Siow, J., Wang, C., Liu, S., & Liu, Y. (2021). SPI: Automated Identification of Security Patches via Commits. ArXiv, abs/2105.14565- Siow, J. (2017). Behaviour-based/Trend-based malware analysis on the Android Application
Singapore
Research and Development Intern at Scantist Pte Ltd.- Implemented tools to construct Function Referencing Graph for Mapping Open-Source Projectusing Python, Doxygen, and XML Parsing.- Developed web-crawlers to crawl details of mobile applications from Google Play Store and AppleiTunes using Selenium, Python, and Scrapy. Organized the Data into Local MongoDB.- Designed web-crawlers to gather data of git repositories URL and bugs reports from multiplesourcesDesigned scripts for Facilitate Fast Cloning and Updating of Git Repository from their Origin.
Other employees you can reach at dso.org.sg. View company contacts for 920 employees →
Vijay Anand
Colleague at Dso National LaboratoriesSingapore
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Christopher Yip
Colleague at Dso National LaboratoriesSingapore
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Oliver Tong
Colleague at Dso National LaboratoriesSingapore
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Fabian C.L. Lim
Colleague at Dso National LaboratoriesSingapore
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Xianglin Ye
Colleague at Dso National LaboratoriesSingapore
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Reuben Chin
Colleague at Dso National LaboratoriesSingapore
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Wan Cheng P.
Colleague at Dso National LaboratoriesSingapore
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Vincent Toh
Colleague at Dso National LaboratoriesSingapore
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Hong Yi Zhuo
Colleague at Dso National LaboratoriesSingapore
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Wee Teck Ng
Colleague at Dso National LaboratoriesSingapore
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Thesis title: LEVERAGING DEEP LEARNING TECHNIQUES TO SECURE SOFTWARE DEVELOPMENT Worked on various topics in deep learning, machine.
Specialization in Cyber Security, Degrees with Highest Distinction. Final Year Project: Trend-based/Behaviour-based Analysis on Android.
Specialized in Solution Architect
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Siow Jing Kai works for DSO National Laboratories.
Siow Jing Kai is listed as Research Scientist at DSO National Laboratories at DSO National Laboratories.
Siow Jing Kai is based in Singapore while working with DSO National Laboratories.
Siow Jing Kai has worked for Dso National Laboratories, Nanyang Technological University, and Scantist.
Siow Jing Kai's colleagues at DSO National Laboratories include Vijay Anand, Christopher Yip, Oliver Tong, Fabian C.L. Lim, and Xianglin Ye.
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Siow Jing Kai holds Doctor Of Philosophy - Phd, Computer Science from Nanyang Technological University Singapore.
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