Jiameng Pu
Ph.D. Student @VTHi, I'm Jiameng Pu. I finished my Ph.D. in Computer Science at the Department of Computer Science, Virginia Tech, under the supervision of Prof. Bimal Viswanath. My research interests are mainly focused on topics at the intersection of security and machine learning. I received my bachelor's degree in Computer Science from Wuhan University in Jun. 2017. I was a research assistant at the Network Dynamics and Simulation Science Lab of Virginia Tech from Aug. 2017 to Aug. 2018. Check out my resume here:)
Education
Ph.D. in Computer Science and Applications, Virginia Tech
United States, Blacksburg
B.E. in Computer Science and Technology, Wuhan University
China, Wuhan
Work Experience
Software Engineer Intern
Marketplace Commerce Growth Intelligence, Facebook
Menlo Park, CA, United States
Research Assistant
Department of Computer Science, Virginia Tech
Blacksburg, VA, United States
Data Scientist Intern
IBM China Development Labs, Lab Based Service
Wuhan, China
Undergrad Research Assistant
State Key Laboratory of Software Engineering, Wuhan University
Wuhan, China
Publication
Jiameng Pu (co-lead), Zain Sarwar (co-lead), Sifat Muhammad Abdullah, Abdullah Rehman, Yoonjin Kim, Parantapa Bhattacharya, Mobin Javed, and Bimal Viswanath.
Deepfake Text Detection: Limitations and Opportunities.
IEEE S&P 2023. To appear.
Jiameng Pu(co-lead) Neal Mangaokar(co-lead), Lauren Kelly, Parantapa Bhattacharya, Kavya Sundaram, Mobin Javed, Bolun Wang, and Bimal Viswanath.
Deepfake Videos in the Wild: Analysis and Detection.
ACM WWW, Ljubljana, Slovenia, April 2021. [DF-W Dataset], [Presentation].
Ahmadreza Azizi, Ibrahim Asadullah Tahmid, Asim Waheed, Neal Mangaokar, Jiameng Pu, Mobin Javed, Chandan K. Reddy, and Bimal Viswanath.
T-Miner: A Generative Approach to Defend Against Trojan Attacks on Deep Text Models.
USENIX Security Symposium, Vancouver, CA, August 2021.
Jiameng Pu, Neal Mangaokar, Bolun Wang, Chandan K. Reddy and Bimal Viswanath.
NoiseScope: Detecting Deepfake Images in a Blind Setting.
The Annual Computer Security Applications Conference (ACSAC) 2020. [Code], [Presentation].
Neal Mangaokar, Jiameng Pu, Parantapa Bhattacharya, Chandan K. Reddy and Bimal Viswanath.
Jekyll: Attacking Medical Image Diagnostics using Deep Generative Models.
2020 IEEE European Symposium on Security and Privacy (IEEE EuroS&P). [Presentation].
Steve T. K. Jan, Qingying Hao, Tianrui Hu, Jiameng Pu, Sonal Oswal, Gang Wang, and Bimal Viswanath.
Throwing Darts in the Dark? Detecting Bots with Limited Data using Neural Data Augmentation.
Proceedings of the 41st IEEE Symposium on Security and Privacy (IEEE S&P) 2020
Jiameng Pu, Qian Zhang, Lefei Zhang, Bo Du.
Multiview Clustering Based on Robust and Regularized Matrix Approximation
Proceedings of the 23rd International Conference on Pattern Recognition 2016
Awards & Certificates
Recipient of Dr. Dennis Kafura Graduate Fellowship
Department of Computer Science, Virginia Tech, 2022
Finalist of 2021 PHD Fellowship Awards
Nominated by Facebook
Visa Research Scholarship
IEEE Symposium on Security and Privacy (IEEE S&P), 2020
Student Travel Grant
The Network and Distributed System Security Symposium, 2019
National Endeavor Fellowship, Twice
Chinese Ministry of Education
Contact
jmpu@vt.edu