Siqi Ma

According to our database, Siqi Ma authored at least 79 papers between 2013 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Automated TEE Adaptation With LLMs: Identifying, Transforming, and Porting Sensitive Functions in Programs.

Ruidong Han, Zhou Yang, Chengyan Ma, Ye Liu, Yuqing Niu, Siqi Ma, Debin Gao, David Lo

IEEE Trans. Software Eng., March, 2026

FGRW: Fine-Grained Reversible Watermarking Based on Distribution-Adaptive Contrastive Augmentation Across Diverse Domains.

Ju Jia, Bo Feng, Wenyi Zhang, Anran Li, Cong Wu, Siqi Ma, Robert H. Deng

IEEE Trans. Dependable Secur. Comput., 2026

2025

Real-time Rectifying Flight Control Misconfiguration Using Intelligent Agent.

Ruidong Han, Shangzhi Xu, Juanru Li, Elisa Bertino, David Lo, Jianfeng Ma, Siqi Ma

ACM Trans. Softw. Eng. Methodol., May, 2025

Local Differential Privacy Is Not Enough: A Sample Reconstruction Attack Against Federated Learning With Local Differential Privacy.

Zhichao You, Xuewen Dong, Shujun Li, Ximeng Liu, Siqi Ma, Yulong Shen

IEEE Trans. Inf. Forensics Secur., 2025

Environment-Adaptive Representation Interaction for Privacy-Perturbed Graphs Against Deceptive OOD Attacks.

Ju Jia, Renjie Li, Cong Wu, Yebo Feng, Siqi Ma, Lina Wang, Robert H. Deng

IEEE Trans. Inf. Forensics Secur., 2025

Accuracy-Enabling Differential Privacy-Preserving Truth Discovery.

Man Zhang, Xinghua Li, Yinbin Miao, Bin Luo, Siqi Ma, Robert H. Deng

IEEE Trans. Dependable Secur. Comput., 2025

GNNDroid: Graph-Learning Based Malware Detection for Android Apps With Native Code.

Ning Xi, Yuchen Zhang, Pengbin Feng, Siqi Ma, Jianfeng Ma, Yulong Shen, Yale Yang

IEEE Trans. Dependable Secur. Comput., 2025

SIGFinger: A Subtle and Interactive GNN Fingerprinting Scheme Via Spatial Structure Inference Perturbation.

Ju Jia, Renjie Li, Cong Wu, Siqi Ma, Lina Wang, Robert H. Deng

IEEE Trans. Dependable Secur. Comput., 2025

Hotpatching on the Fly - Mitigating Drone Incidents Arising From Incorrect Configuration.

Ruidong Han, Juanru Li, Zhuo Ma, David Lo, Arash Shaghaghi, Jianfeng Ma, Siqi Ma

IEEE Trans. Dependable Secur. Comput., 2025

2024

GPU-based butterfly counting.

Yifei Xia, Feng Zhang, Qingyu Xu, Mingde Zhang, Zhiming Yao, Lv Lu, Xiaoyong Du, Dong Deng, Bingsheng He, Siqi Ma

VLDB J., September, 2024

Range Specification Bug Detection in Flight Control System Through Fuzzing.

Ruidong Han, Siqi Ma, Juanru Li, Surya Nepal, David Lo, Zhuo Ma, Jianfeng Ma

IEEE Trans. Software Eng., March, 2024

$D^{2}MTS$: Enabling Dependable Data Collection With Multiple Crowdsourcers Trust Sharing in Mobile Crowdsensing.

Bin Luo, Xinghua Li, Ximeng Liu, Jingjing Guo, Yanbing Ren, Siqi Ma, Jianfeng Ma

IEEE Trans. Knowl. Data Eng., March, 2024

PEAK: Privacy-Enhanced Incentive Mechanism for Distributed -Anonymity in LBS.

Man Zhang, Xinghua Li, Yinbin Miao, Bin Luo, Yanbing Ren, Siqi Ma

IEEE Trans. Knowl. Data Eng., February, 2024

A Secure and Robust Knowledge Transfer Framework via Stratified-Causality Distribution Adjustment in Intelligent Collaborative Services.

Ju Jia, Siqi Ma, Lina Wang, Yang Liu, Robert H. Deng

IEEE Trans. Computers, January, 2024

Oasis: Online All-Phase Quality-Aware Incentive Mechanism for MCS.

Man Zhang, Xinghua Li, Yinbin Miao, Bin Luo, Siqi Ma, Kim-Kwang Raymond Choo, Robert H. Deng

IEEE Trans. Serv. Comput., 2024

Anti-Compression Contrastive Facial Forgery Detection.

Jiajun Huang, Chengbin Du, Xinqi Zhu, Siqi Ma, Surya Nepal, Chang Xu

IEEE Trans. Multim., 2024

Stealthy Physical Masked Face Recognition Attack via Adversarial Style Optimization.

Huihui Gong, Minjing Dong, Siqi Ma, Seyit Camtepe, Surya Nepal, Chang Xu

IEEE Trans. Multim., 2024

A Causality-Aligned Structure Rationalization Scheme Against Adversarial Biased Perturbations for Graph Neural Networks.

Ju Jia, Siqi Ma, Yang Liu, Lina Wang, Robert H. Deng

IEEE Trans. Inf. Forensics Secur., 2024

A Credential Usage Study: Flow-Aware Leakage Detection in Open-Source Projects.

Ruidong Han, Huihui Gong, Siqi Ma, Juanru Li, Chang Xu, Elisa Bertino, Surya Nepal, Zhuo Ma, Jianfeng Ma

IEEE Trans. Inf. Forensics Secur., 2024

FDFL: Fair and Discrepancy-Aware Incentive Mechanism for Federated Learning.

Zhe Chen, Haiyan Zhang, Xinghua Li, Yinbin Miao, Xiaohan Zhang, Man Zhang, Siqi Ma, Robert H. Deng

IEEE Trans. Inf. Forensics Secur., 2024

EvilScreen Attack: Smart TV Hijacking via Multi-Channel Remote Control Mimicry.

Yiwei Zhang, Siqi Ma, Tiancheng Chen, Juanru Li, Robert H. Deng, Elisa Bertino

IEEE Trans. Dependable Secur. Comput., 2024

Cyber Evaluation and Management Toolkit (CEMT): Face Validity of Model-Based Cybersecurity Decision Making.

Stuart Fowler, Keith F. Joiner, Siqi Ma

Syst., 2024

Dismantling complex networks with graph contrastive learning and multi-hop aggregation.

Siqi Ma, Weixin Zeng, Weidong Xiao, Xiang Zhao

Inf. Sci., 2024

2023

Homomorphic Compression: Making Text Processing on Compression Unlimited.

Jiawei Guan, Feng Zhang, Siqi Ma, Kuangyu Chen, Yihua Hu, Yuxing Chen, Anqun Pan, Xiaoyong Du

Proc. ACM Manag. Data, December, 2023

Enabling Efficient Random Access to Hierarchically Compressed Text Data on Diverse GPU Platforms.

Yihua Hu, Feng Zhang, Yifei Xia, Zhiming Yao, Letian Zeng, Haipeng Ding, Zhewei Wei, Xiao Zhang, Jidong Zhai, Xiaoyong Du, Siqi Ma

IEEE Trans. Parallel Distributed Syst., October, 2023

Anonymous Lightweight Authenticated Key Agreement Protocol for Fog-Assisted Healthcare IoT System.

Hui Qiao, Xuewen Dong, Qi Jiang, Siqi Ma, Chao Liu, Ning Xi, Yulong Shen

IEEE Internet Things J., October, 2023

CryptoEval: Evaluating the risk of cryptographic misuses in Android apps with data-flow analysis.

Cong Sun, Xinpeng Xu, Yafei Wu, Dongrui Zeng, Gang Tan, Siqi Ma, Peicheng Wang

IET Inf. Secur., July, 2023

DistPreserv: Maintaining User Distribution for Privacy-Preserving Location-Based Services.

Yanbing Ren, Xinghua Li, Yinbin Miao, Robert H. Deng, Jian Weng, Siqi Ma, Jianfeng Ma

IEEE Trans. Mob. Comput., June, 2023

Consensus-Clustering-Based Automatic Distribution Matching for Cross-Domain Image Steganalysis.

Ju Jia, Meng Luo, Siqi Ma, Lina Wang, Yang Liu

IEEE Trans. Knowl. Data Eng., June, 2023

VRFMS: Verifiable Ranked Fuzzy Multi-Keyword Search Over Encrypted Data.

Xinghua Li, Qiuyun Tong, Jinwei Zhao, Yinbin Miao, Siqi Ma, Jian Weng, Jianfeng Ma, Kim-Kwang Raymond Choo

IEEE Trans. Serv. Comput., 2023

Privacy-Preserving Top-$k$k Spatial Keyword Queries in Fog-Based Cloud Computing.

Xinghua Li, Lizhong Bai, Yinbin Miao, Siqi Ma, Jianfeng Ma, Ximeng Liu, Kim-Kwang Raymond Choo

IEEE Trans. Serv. Comput., 2023

μDep: Mutation-Based Dependency Generation for Precise Taint Analysis on Android Native Code.

Cong Sun, Yuwan Ma, Dongrui Zeng, Gang Tan, Siqi Ma, Yafei Wu

IEEE Trans. Dependable Secur. Comput., 2023

A Privacy-Preserving Service Framework for Traveling Salesman Problem-Based Neural Combinatorial Optimization Network.

Jiao Liu, Xinghua Li, Ximeng Liu, Jiawei Tang, Siqi Ma, Jian Weng

IEEE Trans. Cloud Comput., 2023

Parameter-Saving Adversarial Training: Reinforcing Multi-Perturbation Robustness via Hypernetworks.

Huihui Gong, Minjing Dong, Siqi Ma, Seyit Camtepe, Surya Nepal, Chang Xu

CoRR, 2023

SemDiff: Binary Similarity Detection by Diffing Key-Semantics Graphs.

Zian Liu, Zhi Zhang, Siqi Ma, Dongxi Liu, Jun Zhang, Chao Chen, Shigang Liu, Muhammad Ejaz Ahmed, Yang Xiang

CoRR, 2023

Two-in-one Knowledge Distillation for Efficient Facial Forgery Detection.

Chuyang Zhou, Jiajun Huang, Daochang Liu, Chengbin Du, Siqi Ma, Surya Nepal, Chang Xu

CoRR, 2023

RaceBench: A Triggerable and Observable Concurrency Bug Benchmark.

Jiashuo Liang, Ming Yuan, Zhanzhao Ding, Siqi Ma, Xinhui Han, Chao Zhang

Proceedings of the 2023 ACM Asia Conference on Computer and Communications Security, 2023

2022

A Data Trading Scheme With Efficient Data Usage Control for Industrial IoT.

Xiaohan Zhang, Xinghua Li, Yinbin Miao, Xizhao Luo, Yunwei Wang, Siqi Ma, Jian Weng

IEEE Trans. Ind. Informatics, 2022

Partial Knowledge Transfer in Visual Recognition Systems via Joint Loss-Aware Consistency Learning.

Ju Jia, Meng Luo, Siqi Ma, Lina Wang

IEEE Trans. Ind. Informatics, 2022

Privacy-Preserving Object Detection for Medical Images With Faster R-CNN.

Yang Liu, Zhuo Ma, Ximeng Liu, Siqi Ma, Kui Ren

IEEE Trans. Inf. Forensics Secur., 2022

Orchestration or Automation: Authentication Flaw Detection in Android Apps.

Siqi Ma, Juanru Li, Surya Nepal, Diethelm Ostry, David Lo, Sanjay K. Jha, Robert H. Deng, Elisa Bertino

IEEE Trans. Dependable Secur. Comput., 2022

Lightweight and Fine-Grained Privacy-Preserving Data Aggregation Scheme in Edge Computing.

Hongyang Li, Qingfeng Cheng, Xinghua Li, Siqi Ma, Jianfeng Ma

IEEE Syst. J., 2022

CAN Bus Messages Abnormal Detection Using Improved SVDD in Internet of Vehicles.

Xinghua Li, Hengyou Zhang, Yinbin Miao, Siqi Ma, Jianfeng Ma, Ximeng Liu, Kim-Kwang Raymond Choo

IEEE Internet Things J., 2022

Improvement on a batch authenticated key agreement scheme.

Qingfeng Cheng, Ting Chen, Siqi Ma, Xinghua Li

Frontiers Comput. Sci., 2022

Goshawk: Hunting Memory Corruptions via Structure-Aware and Object-Centric Memory Operation Synopsis.

Yunlong Lyu, Yi Fang, Yiwei Zhang, Qibin Sun, Siqi Ma, Elisa Bertino, Kangjie Lu, Juanru Li

Proceedings of the 43rd IEEE Symposium on Security and Privacy, 2022

Annotating, Tracking, and Protecting Cryptographic Secrets with CryptoMPK.

Xuancheng Jin, Xuangan Xiao, Songlin Jia, Wang Gao, Dawu Gu, Hang Zhang, Siqi Ma, Zhiyun Qian, Juanru Li

Proceedings of the 43rd IEEE Symposium on Security and Privacy, 2022

Vulnerability Detection Using Deep Learning Based Function Classification.

Huihui Gong, Siqi Ma, Seyit Camtepe, Surya Nepal, Chang Xu

Proceedings of the Network and System Security - 16th International Conference, 2022

PrIntFuzz: fuzzing Linux drivers via automated virtual device simulation.

Zheyu Ma, Bodong Zhao, Letu Ren, Zheming Li, Siqi Ma, Xiapu Luo, Chao Zhang

Proceedings of the ISSTA '22: 31st ACM SIGSOFT International Symposium on Software Testing and Analysis, Virtual Event, South Korea, July 18, 2022

Control Parameters Considered Harmful: Detecting Range Specification Bugs in Drone Configuration Modules via Learning-Guided Search.

Ruidong Han, Chao Yang, Siqi Ma, Jianfeng Ma, Cong Sun, Juanru Li, Elisa Bertino

Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

KingFisher: Unveiling Insecurely Used Credentials in IoT-to-Mobile Communications.

Yiwei Zhang, Siqi Ma, Juanru Li, Dawu Gu, Elisa Bertino

Proceedings of the 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2022

DeepFake Disrupter: The Detector of DeepFake Is My Friend.

Xueyu Wang, Jiajun Huang, Siqi Ma, Surya Nepal, Chang Xu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Covert Rate Maximization in Wireless Full-Duplex Relaying Systems With Power Control.

Ranran Sun, Bin Yang, Siqi Ma, Yulong Shen, Xiaohong Jiang

IEEE Trans. Commun., 2021

Smart Applications in Edge Computing: Overview on Authentication and Data Security.

Xinghua Li, Ting Chen, Qingfeng Cheng, Siqi Ma, Jianfeng Ma

IEEE Internet Things J., 2021

Sdft: A PDG-based Summarization for Efficient Dynamic Data Flow Tracking.

Xiao Kan, Cong Sun, Shen Liu, Yongzhe Huang, Gang Tan, Siqi Ma, Yumei Zhang

Proceedings of the 21st IEEE International Conference on Software Quality, 2021

PLP 2021: Workshop on Programming Language Processing.

Chang Xu, Siqi Ma, David Lo

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Fine with "1234"? An Analysis of SMS One-Time Password Randomness in Android Apps.

Siqi Ma, Juanru Li, Hyoungshick Kim, Elisa Bertino, Surya Nepal, Diethelm Ostry, Cong Sun

Proceedings of the 43rd IEEE/ACM International Conference on Software Engineering, 2021

SparrowHawk: Memory Safety Flaw Detection via Data-Driven Source Code Annotation.

Yunlong Lyu, Wang Gao, Siqi Ma, Qibin Sun, Juanru Li

Proceedings of the Information Security and Cryptology - 17th International Conference, 2021

ReCFA: Resilient Control-Flow Attestation.

Yumei Zhang, Xinzhi Liu, Cong Sun, Dongrui Zeng, Gang Tan, Xiao Kan, Siqi Ma

Proceedings of the ACSAC '21: Annual Computer Security Applications Conference, Virtual Event, USA, December 6, 2021

2020

Are Android Apps Being Protected Well Against Attacks?

Siqi Ma, Yang Liu, Surya Nepal

IEEE Wirel. Commun., 2020

EmIr-Auth: Eye Movement and Iris-Based Portable Remote Authentication for Smart Grid.

Zhuo Ma, Yilong Yang, Ximeng Liu, Yang Liu, Siqi Ma, Kui Ren, Chang Yao

IEEE Trans. Ind. Informatics, 2020

PAPU: Pseudonym Swap With Provable Unlinkability Based on Differential Privacy in VANETs.

Xinghua Li, Huijuan Zhang, Yanbing Ren, Siqi Ma, Bin Luo, Jian Weng, Jianfeng Ma, Xiaoming Huang

IEEE Internet Things J., 2020

EthPloit: From Fuzzing to Efficient Exploit Generation against Smart Contracts.

Qingzhao Zhang, Yizhuo Wang, Juanru Li, Siqi Ma

Proceedings of the 27th IEEE International Conference on Software Analysis, 2020

SMARTSHIELD: Automatic Smart Contract Protection Made Easy.

Yuyao Zhang, Siqi Ma, Juanru Li, Kailai Li, Surya Nepal, Dawu Gu

Proceedings of the 27th IEEE International Conference on Software Analysis, 2020

IMShell-Dec: Pay More Attention to External Links in PowerShell.

Ruidong Han, Chao Yang, Jianfeng Ma, Siqi Ma, Yunbo Wang, Feng Li

Proceedings of the ICT Systems Security and Privacy Protection, 2020

PE-HEALTH: Enabling Fully Encrypted CNN for Health Monitor with Optimized Communication.

Yang Liu, Yilong Yang, Zhuo Ma, Ximeng Liu, Zhuzhu Wang, Siqi Ma

Proceedings of the 28th IEEE/ACM International Symposium on Quality of Service, 2020

Boosting Privately: Federated Extreme Gradient Boosting for Mobile Crowdsensing.

Yang Liu, Zhuo Ma, Ximeng Liu, Siqi Ma, Surya Nepal, Robert H. Deng, Kui Ren

Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

Certified Copy? Understanding Security Risks of Wi-Fi Hotspot based Android Data Clone Services.

Siqi Ma, Hehao Li, Wenbo Yang, Juanru Li, Surya Nepal, Elisa Bertino

Proceedings of the ACSAC '20: Annual Computer Security Applications Conference, 2020

2019

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

Proceedings of the Information and Communications Security - 21st International Conference, 2019

AClog: Attack Chain Construction Based on Log Correlation.

Teng Li, Jianfeng Ma, Qingqi Pei, Yulong Shen, Chi Lin, Siqi Ma, Mohammad S. Obaidat

Proceedings of the 2019 IEEE Global Communications Conference, 2019

Finding Flaws from Password Authentication Code in Android Apps.

Siqi Ma, Elisa Bertino, Surya Nepal, Juanru Li, Diethelm Ostry, Robert H. Deng, Sanjay Jha

Proceedings of the Computer Security - ESORICS 2019, 2019

An empirical study of SMS one-time password authentication in Android apps.

Siqi Ma, Runhan Feng, Juanru Li, Yang Liu, Surya Nepal, Diethelm Ostry, Elisa Bertino, Robert H. Deng, Zhuo Ma, Sanjay Jha

Proceedings of the 35th Annual Computer Security Applications Conference, 2019

2017

Adaptable key-policy attribute-based encryption with time interval.

Siqi Ma, Junzuo Lai, Robert H. Deng, Xuhua Ding

Soft Comput., 2017

VuRLE: Automatic Vulnerability Detection and Repair by Learning from Examples.

Siqi Ma, Ferdian Thung, David Lo, Cong Sun, Robert H. Deng

Proceedings of the Computer Security - ESORICS 2017, 2017

2016

Collaborative 'many to many' DDoS detection in cloud.

Siqi Ma, David Lo, Ning Xi

Int. J. Ad Hoc Ubiquitous Comput., 2016

CDRep: Automatic Repair of Cryptographic Misuses in Android Applications.

Siqi Ma, David Lo, Teng Li, Robert H. Deng

Proceedings of the 11th ACM on Asia Conference on Computer and Communications Security, 2016

2015

Attribute-Based Encryption With Efficient Verifiable Outsourced Decryption.

Baodong Qin, Robert H. Deng, Shengli Liu, Siqi Ma

IEEE Trans. Inf. Forensics Secur., 2015

Active Semi-supervised Approach for Checking App Behavior against Its Description.

Siqi Ma, Shaowei Wang, David Lo, Robert Huijie Deng, Cong Sun

Proceedings of the 39th IEEE Annual Computer Software and Applications Conference, 2015

2014

Key-Policy Weighted Attribute based Encryption for fine-grained access control.

Ximeng Liu, Hui Zhu, Jianfeng Ma, Jun Ma, Siqi Ma

Proceedings of the IEEE International Conference on Communications, 2014

2013

Efficient verifiable fuzzy keyword search over encrypted data in cloud computing.

Jianfeng Wang, Hua Ma, Qiang Tang, Jin Li, Hui Zhu, Siqi Ma, Xiaofeng Chen

Comput. Sci. Inf. Syst., 2013