A New Efficient Verifiable Fuzzy Keyword Search Scheme. - Jianfeng Wang 001; Hua Ma; Qiang Tang 001; Jin Li 002; Hui Zhu 001; Siqi Ma; Xiaofeng Chen 001 (J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl., 2012)

Efficient verifiable fuzzy keyword search over encrypted data in cloud computing. - Jianfeng Wang 001; Hua Ma; Qiang Tang 001; Jin Li 002; Hui Zhu 001; Siqi Ma; Xiaofeng Chen 001 (Comput. Sci. Inf. Syst., 2013)

Key-Policy Weighted Attribute based Encryption for fine-grained access control. - Ximeng Liu; Hui Zhu 001; Jianfeng Ma 001; Jun Ma 026; Siqi Ma (ICC Workshops, 2014)

Active Semi-supervised Approach for Checking App Behavior against Its Description. - Siqi Ma; Shaowei Wang 002; David Lo 001; Robert Huijie Deng; Cong Sun 001 (COMPSAC, 2015)

Attribute-Based Encryption With Efficient Verifiable Outsourced Decryption. - Baodong Qin; Robert H. Deng; Shengli Liu 001; Siqi Ma (IEEE Trans. Inf. Forensics Secur., 2015)

CDRep: Automatic Repair of Cryptographic Misuses in Android Applications. - Siqi Ma; David Lo 001; Teng Li 003; Robert H. Deng (AsiaCCS, 2016)

Collaborative 'many to many' DDoS detection in cloud. - Siqi Ma; David Lo 001; Ning Xi (Int. J. Ad Hoc Ubiquitous Comput., 2016)

VuRLE: Automatic Vulnerability Detection and Repair by Learning from Examples. - Siqi Ma; Ferdian Thung; David Lo 001; Cong Sun 001; Robert H. Deng (ESORICS (2), 2017)

Adaptable key-policy attribute-based encryption with time interval. - Siqi Ma; Junzuo Lai; Robert H. Deng; Xuhua Ding (Soft Comput., 2017)

A Hybrid User Experience Evaluation Method for Mobile Games. - Qi Yu; Xiaoping Che; Siqi Ma; Shirui Pan; Yuxiang Yang; Weiwei Xing; Ximeng Wang (IEEE Access, 2018)

An empirical study of SMS one-time password authentication in Android apps. - Siqi Ma; Runhan Feng; Juanru Li; Yang Liu 118; Surya Nepal; Diethelm Ostry; Elisa Bertino; Robert H. Deng; Zhuo Ma 001; Sanjay Jha 001 (ACSAC, 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 001 (ESORICS (1), 2019)

AClog: Attack Chain Construction Based on Log Correlation. - Teng Li 003; Jianfeng Ma 001; Qingqi Pei; Yulong Shen 001; Chi Lin 001; Siqi Ma; Mohammad S. Obaidat (GLOBECOM, 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 (ICICS, 2019)

NLP-EYE: Detecting Memory Corruptions via Semantic-Aware Memory Operation Function Identification. - Jianqiang Wang; Siqi Ma; Yuanyuan Zhang 002; Juanru Li; Zheyu Ma; Long Mai; Tiancheng Chen; Dawu Gu (RAID, 2019)

An Event-Based User Experience Evaluation Method for Virtual Reality Applications. - Xiaoping Che; Siqi Ma; Qi Yu; Chenfeng Yue (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2019)

Boosting Privately: Privacy-Preserving Federated Extreme Boosting for Mobile Crowdsensing. - Yang Liu 118; Zhuo Ma 001; Ximeng Liu; Siqi Ma; Surya Nepal; Robert H. Deng (CoRR, 2019)

Revocable Federated Learning: A Benchmark of Federated Forest. - Yang Liu 118; Zhuo Ma 001; Ximeng Liu; Zhuzhu Wang; Siqi Ma; Ken Ren (CoRR, 2019)

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 (ACSAC, 2020)

Boosting Privately: Federated Extreme Gradient Boosting for Mobile Crowdsensing. - Yang Liu 118; Zhuo Ma 001; Ximeng Liu; Siqi Ma; Surya Nepal; Robert H. Deng; Kui Ren 001 (ICDCS, 2020)

A Pre-restructured Learning-ISTA Deep Network for Millimeter Wave Antenna Array Diagnosis. - Wei Wang 273; Yongfeng Ma; Siqi Ma; Jianguo Li; Xiangming Li (IWCMC, 2020)

PE-HEALTH: Enabling Fully Encrypted CNN for Health Monitor with Optimized Communication. - Yang Liu 118; Yilong Yang 004; Zhuo Ma 001; Ximeng Liu; Zhuzhu Wang; Siqi Ma (IWQoS, 2020)

IMShell-Dec: Pay More Attention to External Links in PowerShell. - Ruidong Han; Chao Yang 016; Jianfeng Ma 001; Siqi Ma; Yunbo Wang; Feng Li 041 (SEC, 2020)

SMARTSHIELD: Automatic Smart Contract Protection Made Easy. - Yuyao Zhang; Siqi Ma; Juanru Li; Kailai Li 002; Surya Nepal; Dawu Gu (SANER, 2020)

EthPloit: From Fuzzing to Efficient Exploit Generation against Smart Contracts. - Qingzhao Zhang; Yizhuo Wang 003; Juanru Li; Siqi Ma (SANER, 2020)

Backdoor Attacks and Countermeasures on Deep Learning: A Comprehensive Review. - Yansong Gao 001; Bao Gia Doan; Zhi Zhang 001; Siqi Ma; Jiliang Zhang 002; Anmin Fu; Surya Nepal; Hyoungshick Kim (CoRR, 2020)

PAPU: Pseudonym Swap With Provable Unlinkability Based on Differential Privacy in VANETs. - Xinghua Li 001; Huijuan Zhang; Yanbing Ren; Siqi Ma; Bin Luo 006; Jian Weng 001; Jianfeng Ma 001; Xiaoming Huang (IEEE Internet Things J., 2020)

EmIr-Auth: Eye Movement and Iris-Based Portable Remote Authentication for Smart Grid. - Zhuo Ma 001; Yilong Yang 004; Ximeng Liu; Yang Liu 118; Siqi Ma; Kui Ren 001; Chang Yao (IEEE Trans. Ind. Informatics, 2020)

Antenna Array Diagnosis for Millimeter-Wave MIMO Systems. - Siqi Ma; Wenqian Shen; Jianping An; Lajos Hanzo (IEEE Trans. Veh. Technol., 2020)

Are Android Apps Being Protected Well Against Attacks? - Siqi Ma; Yang Liu 118; Surya Nepal (IEEE Wirel. Commun., 2020)

ReCFA: Resilient Control-Flow Attestation. - Yumei Zhang; Xinzhi Liu; Cong Sun 001; Dongrui Zeng; Gang Tan; Xiao Kan; Siqi Ma (ACSAC, 2021)

SparrowHawk: Memory Safety Flaw Detection via Data-Driven Source Code Annotation. - Yunlong Lyu; Wang Gao; Siqi Ma; Qibin Sun; Juanru Li (Inscrypt, 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 001 (ICSE, 2021)

PLP 2021: Workshop on Programming Language Processing. - Chang Xu 002; Siqi Ma; David Lo 001 (KDD, 2021)

Sdft: A PDG-based Summarization for Efficient Dynamic Data Flow Tracking. - Xiao Kan; Cong Sun 001; Shen Liu 002; Yongzhe Huang; Gang Tan; Siqi Ma; Yumei Zhang (QRS, 2021)

CryptoEval: Evaluating the Risk of Cryptographic Misuses in Android Apps with Data-Flow Analysis. - Cong Sun 001; Xinpeng Xu; Yafei Wu; Dongrui Zeng; Gang Tan; Siqi Ma (CoRR, 2021)

Smart Applications in Edge Computing: Overview on Authentication and Data Security. - Xinghua Li 001; Ting Chen; Qingfeng Cheng; Siqi Ma; Jianfeng Ma 001 (IEEE Internet Things J., 2021)

Covert Rate Maximization in Wireless Full-Duplex Relaying Systems With Power Control. - Ranran Sun; Bin Yang 010; Siqi Ma; Yulong Shen 001; Xiaohong Jiang 001 (IEEE Trans. Commun., 2021)

Wideband Channel Estimation for IRS-Aided Systems in the Face of Beam Squint. - Siqi Ma; Wenqian Shen; Jianping An; Lajos Hanzo (IEEE Trans. Wirel. Commun., 2021)

DeepFake Disrupter: The Detector of DeepFake Is My Friend. - Xueyu Wang; Jiajun Huang; Siqi Ma; Surya Nepal; Chang Xu 002 (CVPR, 2022)

KingFisher: Unveiling Insecurely Used Credentials in IoT-to-Mobile Communications. - Yiwei Zhang; Siqi Ma; Juanru Li; Dawu Gu; Elisa Bertino (DSN, 2022)

Control Parameters Considered Harmful: Detecting Range Specification Bugs in Drone Configuration Modules via Learning-Guided Search. - Ruidong Han; Chao Yang 016; Siqi Ma; Jianfeng Ma 001; Cong Sun 001; Juanru Li; Elisa Bertino (ICSE, 2022)

PrIntFuzz: fuzzing Linux drivers via automated virtual device simulation. - Zheyu Ma; Bodong Zhao; Letu Ren; Zheming Li; Siqi Ma; Xiapu Luo; Chao Zhang 008 (ISSTA, 2022)

Vulnerability Detection Using Deep Learning Based Function Classification. - Huihui Gong; Siqi Ma; Seyit Camtepe; Surya Nepal; Chang Xu 002 (NSS, 2022)

Annotating, Tracking, and Protecting Cryptographic Secrets with CryptoMPK. - Xuancheng Jin; Xuangan Xiao; Songlin Jia; Wang Gao; Dawu Gu; Hang Zhang 012; Siqi Ma; Zhiyun Qian; Juanru Li (SP, 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 (SP, 2022)

Bio-physiological-signals-based VR cybersickness detection. - Chenxin Qu; Xiaoping Che; Siqi Ma; Shuqin Zhu (CCF Trans. Pervasive Comput. Interact., 2022)

Improvement on a batch authenticated key agreement scheme. - Qingfeng Cheng; Ting Chen; Siqi Ma; Xinghua Li 001 (Frontiers Comput. Sci., 2022)

CAN Bus Messages Abnormal Detection Using Improved SVDD in Internet of Vehicles. - Xinghua Li 001; Hengyou Zhang; Yinbin Miao; Siqi Ma; Jianfeng Ma 001; Ximeng Liu; Kim-Kwang Raymond Choo (IEEE Internet Things J., 2022)

Lightweight and Fine-Grained Privacy-Preserving Data Aggregation Scheme in Edge Computing. - Hongyang Li; Qingfeng Cheng; Xinghua Li 001; Siqi Ma; Jianfeng Ma 001 (IEEE Syst. J., 2022)

Video Captioning Using Global-Local Representation. - Liqi Yan; Siqi Ma; Qifan Wang 001; Yingjie Victor Chen; Xiangyu Zhang 001; Andreas E. Savakis; Dongfang Liu (IEEE Trans. Circuits Syst. Video Technol., 2022)

Orchestration or Automation: Authentication Flaw Detection in Android Apps. - Siqi Ma; Juanru Li; Surya Nepal; Diethelm Ostry; David Lo 001; Sanjay K. Jha; Robert H. Deng; Elisa Bertino (IEEE Trans. Dependable Secur. Comput., 2022)

Privacy-Preserving Object Detection for Medical Images With Faster R-CNN. - Yang Liu 118; Zhuo Ma 001; Ximeng Liu; Siqi Ma; Kui Ren 001 (IEEE Trans. Inf. Forensics Secur., 2022)

Partial Knowledge Transfer in Visual Recognition Systems via Joint Loss-Aware Consistency Learning. - Ju Jia; Meng Luo 002; Siqi Ma; Lina Wang 001 (IEEE Trans. Ind. Informatics, 2022)

A Data Trading Scheme With Efficient Data Usage Control for Industrial IoT. - Xiaohan Zhang; Xinghua Li 001; Yinbin Miao; Xizhao Luo; Yunwei Wang; Siqi Ma; Jian Weng 001 (IEEE Trans. Ind. Informatics, 2022)

Robust Channel Estimation for RIS-Aided Millimeter-Wave System With RIS Blockage. - Siqi Ma; Wenqian Shen; Xinyu Gao; Jianping An (IEEE Trans. Veh. Technol., 2022)

RaceBench: A Triggerable and Observable Concurrency Bug Benchmark. - Jiashuo Liang; Ming Yuan 003; Zhanzhao Ding; Siqi Ma; Xinhui Han; Chao Zhang 008 (AsiaCCS, 2023)

Private Image Generation with Dual-Purpose Auxiliary Classifier. - Chen Chen 074; Daochang Liu; Siqi Ma; Surya Nepal; Chang Xu 002 (CVPR, 2023)

TransFlow: Transformer as Flow Learner. - Yawen Lu; Qifan Wang 001; Siqi Ma; Tong Geng; Yingjie Victor Chen; Huaijin G. Chen; Dongfang Liu (CVPR, 2023)

A Domain Knowledge-Based Semi-supervised Pancreas Segmentation Approach. - Siqi Ma; Zhe Liu 004; Yuqing Song 001; Yi Liu 114; Kai Han 006; Yang Jiang (ICONIP (4), 2023)

Pass2Edit: A Multi-Step Generative Model for Guessing Edited Passwords. - Ding Wang 002; Yunkai Zou; Yuan-an Xiao; Siqi Ma; Xiaofeng Chen 001 (USENIX Security Symposium, 2023)

Medusa Attack: Exploring Security Hazards of In-App QR Code Scanning. - Xing Han; Yuheng Zhang; Xue Zhang; Zeyuan Chen; Mingzhe Wang; Yiwei Zhang; Siqi Ma; Yu Yu 001; Elisa Bertino; Juanru Li (USENIX Security Symposium, 2023)

LibScan: Towards More Precise Third-Party Library Identification for Android Applications. - Yafei Wu; Cong Sun 001; Dongrui Zeng; Gang Tan; Siqi Ma; Peicheng Wang (USENIX Security Symposium, 2023)

Classification and Prediction of Driver's Mental Workload Based on Long Time Sequences and Multiple Physiological Factors. - Wanyu Wei; Xinsha Fu; Yaqiao Zhu 002; Ning Lu; Siqi Ma (IEEE Access, 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 002 (CoRR, 2023)

SemDiff: Binary Similarity Detection by Diffing Key-Semantics Graphs. - Zian Liu; Zhi Zhang 001; Siqi Ma; Dongxi Liu; Jun Zhang 010; Chao Chen 015; Shigang Liu; Muhammad Ejaz Ahmed; Yang Xiang 001 (CoRR, 2023)

Parameter-Saving Adversarial Training: Reinforcing Multi-Perturbation Robustness via Hypernetworks. - Huihui Gong; Minjing Dong; Siqi Ma; Seyit Camtepe; Surya Nepal; Chang Xu 002 (CoRR, 2023)

A Privacy-Preserving Service Framework for Traveling Salesman Problem-Based Neural Combinatorial Optimization Network. - Jiao Liu; Xinghua Li 001; Ximeng Liu; Jiawei Tang; Siqi Ma; Jian Weng 001 (IEEE Trans. Cloud Comput., 2023)

Solve the Puzzle of Instance Segmentation in Videos: A Weakly Supervised Framework With Spatio-Temporal Collaboration. - Liqi Yan; Qifan Wang 001; Siqi Ma; Jingang Wang; Changbin Yu (IEEE Trans. Circuits Syst. Video Technol., 2023)

μDep: Mutation-Based Dependency Generation for Precise Taint Analysis on Android Native Code. - Cong Sun 001; Yuwan Ma; Dongrui Zeng; Gang Tan; Siqi Ma; Yafei Wu (IEEE Trans. Dependable Secur. Comput., 2023)

Privacy-Preserving Top-$k$k Spatial Keyword Queries in Fog-Based Cloud Computing. - Xinghua Li 001; Lizhong Bai; Yinbin Miao; Siqi Ma; Jianfeng Ma 001; Ximeng Liu; Kim-Kwang Raymond Choo (IEEE Trans. Serv. Comput., 2023)

VRFMS: Verifiable Ranked Fuzzy Multi-Keyword Search Over Encrypted Data. - Xinghua Li 001; Qiuyun Tong; Jinwei Zhao; Yinbin Miao; Siqi Ma; Jian Weng 001; Jianfeng Ma 001; Kim-Kwang Raymond Choo (IEEE Trans. Serv. Comput., 2023)

A Bi-Temporal-Feature-Difference- and Object-Based Method for Mapping Rice-Crayfish Fields in Sihong, China. - Siqi Ma; Danyang Wang; Haichao Yang; Huagang Hou; Cheng Li; Zhaofu Li (Remote. Sens., 2023)

Consensus-Clustering-Based Automatic Distribution Matching for Cross-Domain Image Steganalysis. - Ju Jia; Meng Luo 002; Siqi Ma; Lina Wang 001; Yang Liu 003 (IEEE Trans. Knowl. Data Eng., 2023)

DistPreserv: Maintaining User Distribution for Privacy-Preserving Location-Based Services. - Yanbing Ren; Xinghua Li 001; Yinbin Miao; Robert H. Deng; Jian Weng 001; Siqi Ma; Jianfeng Ma 001 (IEEE Trans. Mob. Comput., 2023)

CryptoEval: Evaluating the risk of cryptographic misuses in Android apps with data-flow analysis. - Cong Sun 001; Xinpeng Xu; Yafei Wu; Dongrui Zeng; Gang Tan; Siqi Ma; Peicheng Wang (IET Inf. Secur., 2023)

Anonymous Lightweight Authenticated Key Agreement Protocol for Fog-Assisted Healthcare IoT System. - Hui Qiao; Xuewen Dong; Qi Jiang 001; Siqi Ma; Chao Liu 039; Ning Xi 002; Yulong Shen 001 (IEEE Internet Things J., 2023)

Enabling Efficient Random Access to Hierarchically Compressed Text Data on Diverse GPU Platforms. - Yihua Hu 003; Feng Zhang 007; Yifei Xia; Zhiming Yao; Letian Zeng; Haipeng Ding 002; Zhewei Wei; Xiao Zhang 001; Jidong Zhai; Xiaoyong Du 001; Siqi Ma (IEEE Trans. Parallel Distributed Syst., 2023)

Homomorphic Compression: Making Text Processing on Compression Unlimited. - Jiawei Guan; Feng Zhang 007; Siqi Ma; Kuangyu Chen; Yihua Hu 003; Yuxing Chen; Anqun Pan; Xiaoyong Du 001 (Proc. ACM Manag. Data, 2023)

Wavelet Transform-based Distribution Discrepancy Maximization for Medical Image Segmentation. - Kai Han 006; Jun Chen; Siqi Ma; Yuqing Song 001; Yonghan Lu; Zhe Liu 004 (BIBM, 2024)

Random Entangled Tokens for Adversarially Robust Vision Transformer. - Huihui Gong; Minjing Dong; Siqi Ma; Seyit Camtepe; Surya Nepal; Chang Xu 002 (CVPR, 2024)

AugMixSpeech: A Data Augmentation Method and Consistency Regularization for Mandarin Automatic Speech Recognition. - Yang Jiang; Jun Chen; Kai Han 006; Yi Liu 114; Siqi Ma; Yuqing Song 001; Zhe Liu 004 (NLPCC (3), 2024)

SPA-Tracker: Spectral Prompt Adaptation for Hyperspectral Object Tracking. - Huang Wan; Shaoxiong Xie; Tian Luo; Siqi Ma; Lin Zhao 011; Wen Li; Wenjing Hu (WHISPERS, 2024)

R3Design: deep tertiary structure-based RNA sequence design and beyond. - Cheng Tan 012; Yijie Zhang; Zhangyang Gao; Hanqun Cao; Siyuan Li 002; Siqi Ma; Mathieu Blanchette; Stan Z. Li (Briefings Bioinform., 2024)

Data-driven optimization for energy-constrained dietary supplement scheduling: A bounded cut MP-DQN approach. - Yaping Zhao; Siqi Ma; Xiangzhi Mo; Xiaoyun Xu (Comput. Ind. Eng., 2024)

Peer Review as A Multi-Turn and Long-Context Dialogue with Role-Based Interactions. - Cheng Tan 012; Dongxin Lyu; Siyuan Li 002; Zhangyang Gao; Jingxuan Wei; Siqi Ma; Zicheng Liu 006; Stan Z. Li (CoRR, 2024)

BioKGBench: A Knowledge Graph Checking Benchmark of AI Agent for Biomedical Science. - Xinna Lin; Siqi Ma; Junjie Shan; Xiaojing Zhang; Shell Xu Hu; Tiannan Guo; Stan Z. Li; Kaicheng Yu (CoRR, 2024)

Evaluating Large Language Models for Anxiety and Depression Classification using Counseling and Psychotherapy Transcripts. - Junwei Sun; Siqi Ma; Yiran Fan; Peter Washington 001 (CoRR, 2024)

Visual Agents as Fast and Slow Thinkers. - Guangyan Sun; Mingyu Jin; Zhenting Wang; Cheng-Long Wang; Siqi Ma; Qifan Wang 001; Ying Nian Wu; Yongfeng Zhang; Dongfang Liu (CoRR, 2024)

Enhancing Security in Third-Party Library Reuse - Comprehensive Detection of 1-day Vulnerability through Code Patch Analysis. - Shangzhi Xu; Jialiang Dong; Weiting Cai; Juanru Li; Arash Shaghaghi; Nan Sun 002; Siqi Ma (CoRR, 2024)

Deep semi-supervised learning for medical image segmentation: A review. - Kai Han 006; Victor S. Sheng; Yuqing Song 001; Yi Liu 114; Chengjian Qiu; Siqi Ma; Zhe Liu 004 (Expert Syst. Appl., 2024)

Reducing overfitting in vehicle recognition by decorrelated sparse representation regularisation. - Wanyu Wei; Xinsha Fu; Siqi Ma; Yaqiao Zhu 002; Ning Lu (IET Comput. Vis., 2024)

Dismantling complex networks with graph contrastive learning and multi-hop aggregation. - Siqi Ma; Weixin Zeng; Weidong Xiao; Xiang Zhao 002 (Inf. Sci., 2024)

Cyber Evaluation and Management Toolkit (CEMT): Face Validity of Model-Based Cybersecurity Decision Making. - Stuart Fowler; Keith F. Joiner; Siqi Ma (Syst., 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)

FDFL: Fair and Discrepancy-Aware Incentive Mechanism for Federated Learning. - Zhe Chen; Haiyan Zhang; Xinghua Li 001; Yinbin Miao; Xiaohan Zhang; Man Zhang 010; Siqi Ma; 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 002; Elisa Bertino; Surya Nepal; Zhuo Ma 001; Jianfeng Ma 001 (IEEE Trans. Inf. Forensics Secur., 2024)

A Causality-Aligned Structure Rationalization Scheme Against Adversarial Biased Perturbations for Graph Neural Networks. - Ju Jia; Siqi Ma; Yang Liu 003; Lina Wang 001; Robert H. Deng (IEEE Trans. Inf. Forensics Secur., 2024)

Stealthy Physical Masked Face Recognition Attack via Adversarial Style Optimization. - Huihui Gong; Minjing Dong; Siqi Ma; Seyit Camtepe; Surya Nepal; Chang Xu 002 (IEEE Trans. Multim., 2024)

Anti-Compression Contrastive Facial Forgery Detection. - Jiajun Huang; Chengbin Du; Xinqi Zhu; Siqi Ma; Surya Nepal; Chang Xu 002 (IEEE Trans. Multim., 2024)

Oasis: Online All-Phase Quality-Aware Incentive Mechanism for MCS. - Man Zhang 010; Xinghua Li 001; Yinbin Miao; Bin Luo 006; Siqi Ma; Kim-Kwang Raymond Choo; Robert H. Deng (IEEE Trans. Serv. Comput., 2024)

Estimation of Dispersive High-Doppler Channels in the RIS-Aided mmWave Internet of Vehicles. - Jiaxin Chen; Wenqian Shen; Shixun Luo; Siqi Ma; Chengwen Xing; Lajos Hanzo (IEEE Internet Things J., 2024)

A Secure and Robust Knowledge Transfer Framework via Stratified-Causality Distribution Adjustment in Intelligent Collaborative Services. - Ju Jia; Siqi Ma; Lina Wang 001; Yang Liu 003; Robert H. Deng (IEEE Trans. Computers, 2024)

PEAK: Privacy-Enhanced Incentive Mechanism for Distributed -Anonymity in LBS. - Man Zhang 010; Xinghua Li 001; Yinbin Miao; Bin Luo 006; Yanbing Ren; Siqi Ma (IEEE Trans. Knowl. Data Eng., 2024)

$D^{2}MTS$: Enabling Dependable Data Collection With Multiple Crowdsourcers Trust Sharing in Mobile Crowdsensing. - Bin Luo 006; Xinghua Li 001; Ximeng Liu; Jingjing Guo; Yanbing Ren; Siqi Ma; Jianfeng Ma 001 (IEEE Trans. Knowl. Data Eng., 2024)

Range Specification Bug Detection in Flight Control System Through Fuzzing. - Ruidong Han; Siqi Ma; Juanru Li; Surya Nepal; David Lo 001; Zhuo Ma 001; Jianfeng Ma 001 (IEEE Trans. Software Eng., 2024)

Inventory control under different forms of uncertainty: Ambiguity and stochastic variability. - Siqi Ma; John Aloysius (Decis. Sci., 2024)

Pancreas segmentation in CT based on RC-3DUNet with SOM. - Zhe Liu 004; Siqi Ma; Yi Liu 114; Wenqiang Wang; Yuqing Song 001; Jun Su; Yangyang Tang; Aihong Yu; Xuesheng Liu (Multim. Syst., 2024)

GPU-based butterfly counting. - Yifei Xia; Feng Zhang 007; Qingyu Xu; Mingde Zhang; Zhiming Yao; Lv Lu; Xiaoyong Du 001; Dong Deng 001; Bingsheng He; Siqi Ma (VLDB J., 2024)

What Lies Beneath: An Empirical Study of Silent Vulnerability Fixes in Open-Source Software. - Jialiang Dong; Xinzhang Chen; Willy Susilo; Nan Sun 002; Arash Shaghaghi; Siqi Ma (DSN, 2025)

Visual Agents as Fast and Slow Thinkers. - Guangyan Sun; Mingyu Jin; Zhenting Wang; Cheng-Long Wang; Siqi Ma; Qifan Wang 001; Tong Geng; Ying Nian Wu; Yongfeng Zhang; Dongfang Liu (ICLR, 2025)

Enhancing Security in Third-Party Library Reuse - Comprehensive Detection of 1-day Vulnerability through Code Patch Analysis. - Shangzhi Xu; Jialiang Dong; Weiting Cai; Juanru Li; Arash Shaghaghi; Nan Sun; Siqi Ma (NDSS, 2025)

Hotpatching on the Fly - Mitigating Drone Incidents Arising From Incorrect Configuration. - Ruidong Han; Juanru Li; Zhuo Ma 001; David Lo 001; Arash Shaghaghi; Jianfeng Ma 001; Siqi Ma (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 003; Siqi Ma; Lina Wang 001; Robert H. Deng (IEEE Trans. Dependable Secur. Comput., 2025)

GNNDroid: Graph-Learning Based Malware Detection for Android Apps With Native Code. - Ning Xi 002; Yuchen Zhang; Pengbin Feng; Siqi Ma; Jianfeng Ma 001; Yulong Shen 001; Yale Yang (IEEE Trans. Dependable Secur. Comput., 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 001 (IEEE Trans. Inf. Forensics Secur., 2025)

AutoTEE: Automated Migration and Protection of Programs in Trusted Execution Environments. - Ruidong Han; Zhou Yang 003; Chengyan Ma 001; Ye Liu 012; Yuqing Niu; Siqi Ma; Debin Gao; David Lo 001 (CoRR, 2025)

Adaptive Label Correction for Robust Medical Image Segmentation with Noisy Labels. - Chengxuan Qian; Kai Han 006; Siqi Ma; Chongwen Lyu; Zhenlong Yuan; Jun Chen; Zhe Liu 004 (CoRR, 2025)

Real-time Rectifying Flight Control Misconfiguration Using Intelligent Agent. - Ruidong Han; Shangzhi Xu; Juanru Li; Elisa Bertino; David Lo 001; Jianfeng Ma 001; Siqi Ma (ACM Trans. Softw. Eng. Methodol., 2025)

CLIMD: A Curriculum Learning Framework for Imbalanced Multimodal Diagnosis. - Kai Han 006; Chongwen Lyu; Lele Ma; Chengxuan Qian; Siqi Ma; Zheng Pang; Jun Chen; Zhe Liu 004 (CoRR, 2025)