Biography
I am a postdoctoral researcher at the iTrust, Centre for Research in Cyber Security, Singapore University of Technology and Design (SUTD). My research interests include Internet of Things (IoT) Security, Cloud Computing & Security, Machine Learning & Artificial Intelligence, Embedded Systems Design & Edge Computing and Digital Systems Design.
Interests
- Internet of Things Security
- Cloud Computing and Security
- Netwok Traffic Analysis
- Malware Analysis
- Threat Intelligence
- Anomaly Detection
- Artificial Intelligence
- Edge Computing
- Embedded Systems Design
- Digital Systems Design
Education
PhD in Computer Engineering, 2016
Nanyang Technological University, Singapore
BEng in Computer Engineering (1$^s$$^t$ Class Honours), 2007
Nanyang Technological University, Singapore
News & Updates
News:
- 29 Sep 2023: VNGuard: Intrusion Detection System for In-Vehicle Networks has been accepted for publication in ISC'23 (The 26th Information Security Conference).
- 10 Jul 2023: PAID: Perturbed Image Attacks Analysis and Intrusion Detection Mechanism for Autonomous Driving Systems won the Best Paper Award at ACM CPSS'23 (The 9th ACM Cyber-Physical System Security Workshop), co-located with ACM AsiaCCS'23.
- 11 Sep 2022: ATLAS: A Practical Attack Detection and Live Malware Analysis System for IoT Threat Intelligence has been accepted for publication in ISC'22 (The 25th Information Security Conference).
Projects
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Scalable Hybrid Honeypot Infrastructure for IoT Threat Intelligence and Response
Securing AV Systems via Advanced Fuzz Testing and Intrusion Detection
Research & Security Innovation Lab for IoT (Resiliot)
Internet of Things (IoT) Security Testing Lab
Publications
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(2023).
PAID: Perturbed Image Attacks Analysis and Intrusion Detection Mechanism for Autonomous Driving Systems.
Proceedings of the 9th ACM Cyber-Physical System Security Workshop.
(2022).
ATLAS: A Practical Attack Detection and Live Malware Analysis System for IoT Threat Intelligence.
Information Security: 25th International Conference, ISC 2022, Bali, Indonesia, December 18–22, 2022, Proceedings.
(2022).
HADES-IoT: A Practical and Effective Host-Based Anomaly Detection System for IoT Devices (Extended Version).
IEEE Internet of Things Journal.
(2021).
Scalable VPN-Forwarded Honeypots: Dataset and Threat Intelligence Insights.
Sixth Annual Industrial Control System Security (ICSS) Workshop.
(2019).
Detection of Threats to IoT Devices Using Scalable VPN-Forwarded Honeypots.
Proceedings of the Ninth ACM Conference on Data and Application Security and Privacy.
(2019).
HADES-IoT: A Practical Host-Based Anomaly Detection System for IoT Devices.
Proceedings of the 2019 ACM Asia Conference on Computer and Communications Security.
(2018).
Automatic Vehicle License Plate Recognition System for Smart Transportation.
2018 IEEE International Conference on Internet of Things and Intelligence System (IOTAIS).
Awards & Achievements
Contact
- linaung_yan[.]sutd[.]edu[.]sg
- 8 Somapah Road, Singapore, 487372