I am a 2nd, 3rd, 4th, final year PhD student of cybersecurity from Khoury College of Computer Science Northeastern University. I am adviced by Professor Engin Kirda. I'm a member of Seclab.
I work at google cloud, focusing on accelerator security.
I enjoy staring at the development board and wonder what could go wrong with them. Here is my CV (update Jan 2025).
Publications
Usenix '24Changming Liu, Alejandro Mera, Engin Kirda, Meng Xu, Long Lu CO3: Concolic Co-execution for Firmware in the 33rd USENIX Security Symposium (USENIX Security 24). [code] <- please give it a try, it's great.
Usenix '24 Alejandro Mera, Changming Liu, Ruimin Sun, Engin Kirda, Long Lu SHiFT: Semi-hosted Fuzz Testing for Embedded Applications in the 33rd USENIX Security Symposium (USENIX Security 24). [code]
TDSC Bo Feng, Meng Luo, Changming Liu, Long Lu and Engin Kirda, AIM: Automatic Interrupt Modeling for Dynamic Firmware Analysis in IEEE Transactions on Dependable and Secure Computing, doi: 10.1109/TDSC.2023.3339569.[code]
Oakland '23 Zhichuang Sun, Runmin Sun, Changming Liu, Chowdhury Amrita Roy, Somesh Jha. ShadowNet: A Secure and Efficient On-device Model Inference System for Convolutional Neural Networks in Proceedings of the IEEE Symposium on Security and Privacy 2023(Oakland 2023) [code]
TOMMChangming Liu , Xiaojing Ma, Sixing Cao, Jiayun Fu, and Bin B. Zhu. 2022. Privacy-preserving Motion
Detection for HEVC-compressed Surveillance Video in ACM Transactions on Multimedia Computing, Communications, and Applications 18, 1, Article 23 (January 2022), 27 pages
Computers & Security Peng Luo, Deqing Zou, Yajuan Du, Hai Jin, Changming Liu, and Jinan Shen. Static detection of real-world buffer overflow induced by loop in Computers & Security, Volume 89, 2020, 101616, ISSN 0167-4048.
ACSAC '18Changming Liu, Deqing Zou, Peng Luo, Bin B. Zhu, and Hai Jin. A Heuristic Framework to Detect Concurrency Vulnerabilities in Proceedings of the 34th Annual Computer Security Applications Conference (ACSAC '18) Association for Computing Machinery, New York, NY, USA, 529–541[code]
MM '18 Xiaojing Ma, Changming Liu, Sixing Cao, Bin B. Zhu JPEG Decompression in the Homomorphic Encryption Domain in Proceedings of the 26th ACM international conference on Multimedia (MM '18) Association for Computing Machinery, New York, NY, USA, 905–913
