Yimin (Ian) Chen

Expertise

Security and privacy.

Research Interests

Security and privacy in machine/meta learning and networked systems.

Education

• PhD: Electrical Engineering, (2018), Arizona State University - Tempe, Arizona
• MPhil: Electrical Engineering, (2013), The Chinese University of Hong Kong - Hong Kong
• BS: Electrical Engineering, (2010), Peking University - Beijing, China

Biosketch

Yimin (Ian) Chen received his Ph.D. from Arizona State University in 2018. His Ph.D. research focused on security and privacy in mobile computing. Before that, he received his B.S. from the School of Electronics Engineering and Computer Science at Peking University in 2010 and his M.Phil. from the Department of Electrical Engineering at Chinese University of Hong Kong in 2013.

Selected Awards and Honors

• Graduate Student Travel Fund of Dean's Office, School of Electrical, Computer, and Energy Engineering, Arizona State University, Tempe (2018)
• IEEE INFOCOM Student Travel Grant (2017)
• IEEE INFOCOM Student Travel Grant (2015)

Selected Publications

• Wang, N., Chen, Y., Hu, Y., Lou, W., and Hou, Y. (2022). FeCo: Boosting Intrusion Detection Capability in IoT Networks via Contrastive Learning. IEEE INFOCOM.
• Wang, N., Xiao, Y., </li>, Hu, Lou, W., and Hou, Y. (2022). FLARE: Defending Federated Learning against Model Poisoning Attacks via Latent Space Representations. ACM AsiaCCS.
• Wang, N., Chen, Y., Hu, Lou, W., and Hou, Y. (2021). MANDA: On adversarial example detection for network intrusion detection system. IEEE INFOCOM.
• Han, D., Chen, Y., Li, T., Zhang, R., Zhang, Y., and Hedgpeth, T. (2018). Proximity-Proof: Secure and usable two-factor mobile authentication. ACM MobiCom.
• Chen, Y., Li, T., Zhang, R., Zhang, Y., and Hedgpeth, T. (2018). EyeTell: Video-assisted touch- screen keystroke inference from eye movements. IEEE S&P.
• Chen, Y., Sun, J., Jin, X., Li, T., Zhang, R., and Zhang, Y. (2017). Your face your heart: Secure mobile face authentication with photoplethysmograms. IEEE INFOCOM.
• Chen, Y., Jin, X., Sun, J., Zhang, R., and Zhang, Y. (2017). POWERFUL: Mobile app fingerprinting via power analysis. IEEE INFOCOM.
• Jin, X., Zhang, R., Chen, Y., Li, T., and Zhang, Y. (2016). DPSense: Differentially private crowdsourced spectrum sensing. ACM CCS.
• Li, T., Chen, Y., Sun, J., Jin, X., and Zhang, Y. (2016). iLock: Immediate and automatic locking of mobile devices against data theft. ACM CCS.
• Sun, J., Jin, X., Chen, Y., Zhang, J., Zhang, R., and Zhang, Y. (2016). VISIBLE: Video-assisted keystroke inference from tablet backside motion. ISOC NDSS.
• Chen, Y., Sun, J., Zhang, R., and Zhang, Y. (2015). Your song your way: Rhythm-based two-factor authentication for multi-touch mobile devices. IEEE INFOCOM.