Siqi Ma

Research fellow, Data 61, CSIRO
siqimslivia [at] gmail [dot] com @Google Scholar @DBLP

Research interests:
Automated vulnerability detection and repair, mobile security, and IoT security.

I am looking for motivated masters and PhDs. Please send me your resume and transcript if you are interested.

Publications

SANER-20 SmartShield: Automatic Smart Contract Protection Made Easy
Yuyao Zhang, Siqi Ma, Juanru Li, Kailai Li, Surya Nepal, Dawu Gu.
To appear In the proceedings of the 27th IEEE International Conference on Software Analysis, Evolution and Reengineering, 2020.

SANER-20 EthPloit: From Fuzzing to Efficient Exploit Generation against Smart Contracts
Qingzhao Zhang, Yizhuo Wang, Juanru Li, Siqi Ma.
To appear In the proceedings of the 27th IEEE International Conference on Software Analysis, Evolution and Reengineering, 2020.

ICICS-19 Accelerating SM2 Digital Signature Algorithm using Modern Processor Features
Long Mai, Yuan Yan, Songlin Jia, Shuran Wang, Jianqiang Wang, Juanru Li, Siqi Ma, Dawu Gu.
To appear In the proceedings of the 21st International Conference on Information and Communications Security, 2019.

ACSAC-19 An Empirical Study of the SMS One-Time Password Authentication in Android Apps
Siqi Ma, Runhan Feng, Juanru Li, Surya Nepal, Diethelm Ostry, Yang Liu, Elisa Bertino, Robert Deng, Sanjay Jha, Zhou Ma.
To appear In the proceedings of the 2019 Annual Computer Security Applications Conference.

ESORICS-19 Finding Flaws from Password Authentication Code in Android Apps
Siqi Ma, Elisa Bertino, Robert Deng, Juanru Li, Diet Ostry, Surya Nepal, Sanjay Jha.
In the proceedings of the 24th European Symposium on Research in Computer Security, 2019.

RAID-19 NLP-EYE: Detecting Memory Corruptions via Semantic-Aware Memory Operation Function Identification
Jianqiang Wang, Siqi Ma, Yuanyuan Zhang, Zheyu Ma, Long Mai, Tiancheng Chen, Juanru Li, Dawu Gu.
In the proceedings of the 22nd International Symposium on Research in Attacks, Intrusions and Defenses, 2019.

ESORICS-17 VuRLE: Automatic Vulnerability Detection and Repair by Learning from Examples
Siqi Ma, Ferdian Thung, David Lo, Cong Sun, Robert H. Deng.
In the proceedings of the 22nd European Symposium on Research in Computer Security, 2017.

AsiaCCS-16 CDRep: Automatic Repair of Cryptographic Misuses in Android Applications
Siqi Ma, David Lo, Teng Li, Robert H. Deng.
In the proceedings of the 11th ACM on Asia Conference on Computer and Communications Security, 2016.

COMPSAC-15 Active Semi-supervised Approach for Checking App Behavior against Its Description
Siqi Ma, Shaowei Wang, David Lo, Robert Huijie Deng, Cong Sun.
In the proceedings of the 39th IEEE Annual Computer Software and Applications Conference, 2015

TIFS Attribute-Based Encryption With Efficient Verifiable Outsourced Decryption
Baodong Qin, Robert H. Deng, Shengli Liu, Siqi Ma.
IEEE Trans. Information Forensics and Security 10(7): 1384-1393 (2015).

PhD Thesis Automatic Vulnerability Detection and Repair
Siqi Ma, 2018.

Work and Education