Dr Siqi Ma

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I am a senior lecturer of the UNSW Institute for Cyber Security (IFCYBER) in the School of Engineering and Information System (SEIT) at the University of New South Wales (UNSW). Currently, I am also the postgraduate program coordinator of Cyber Security Operations in UNSW.

Before joining UNSW, I was a lectuer in the School of Information Technology and Electrical Engineering (ITEE) at the University of Queensland (UQ). I received my Ph.D. degree in the School of Information System (SIS) from Singapore Management University (SMU) in 2018 and became a postdoctoral research fellow in Data61, CSIRO. I visited Carnegie Mellon University (CMU) in 2015.

To know more about my current and past research works, please visit my homepage: https://siqima.me/

E-mail

siqi.ma@unsw.edu.au

Book Chapters | 2022

Gong H; Ma S; Camtepe S; Nepal S; Xu C, 2022, 'Vulnerability Detection Using Deep Learning Based Function Classification', in , pp. 3 - 22, http://dx.doi.org/10.1007/978-3-031-23020-2_1

Book Chapters | 2020

Han RD; Yang C; Ma JF; Ma S; Wang YB; Li F, 2020, 'IMShell-Dec: Pay More Attention to External Links in PowerShell', in , pp. 189 - 202, http://dx.doi.org/10.1007/978-3-030-58201-2_13

Book Chapters | 2020

Mai L; Yan Y; Jia S; Wang S; Wang J; Li J; Ma S; Gu D, 2020, 'Accelerating SM2 Digital Signature Algorithm Using Modern Processor Features', in , pp. 430 - 446, http://dx.doi.org/10.1007/978-3-030-41579-2_25

Book Chapters | 2017

Ma S; Thung F; Lo D; Sun C; Deng RH, 2017, 'VuRLE: Automatic vulnerability detection and repair by learning from examples', in , pp. 229 - 246, http://dx.doi.org/10.1007/978-3-319-66399-9_13
Journal articles | 2024

Chen Z; Zhang H; Li X; Miao Y; Zhang X; Zhang M; Ma S; Deng RH, 2024, 'FDFL: Fair and Discrepancy-Aware Incentive Mechanism for Federated Learning', IEEE Transactions on Information Forensics and Security, 19, pp. 8140 - 8154, http://dx.doi.org/10.1109/TIFS.2024.3433537

Journal articles | 2024

Han R; Gong H; Ma S; Li J; Xu C; Bertino E; Nepal S; Ma Z; Ma J, 2024, 'A Credential Usage Study: Flow-Aware Leakage Detection in Open-Source Projects', IEEE Transactions on Information Forensics and Security, 19, pp. 722 - 734, http://dx.doi.org/10.1109/TIFS.2023.3326985

Journal articles | 2024

Han R; Ma S; Li J; Nepal S; Lo D; Ma Z; Ma J, 2024, 'Range Specification Bug Detection in Flight Control System Through Fuzzing', IEEE Transactions on Software Engineering, 50, pp. 461 - 473, http://dx.doi.org/10.1109/TSE.2024.3354739

Journal articles | 2024

Huang J; Du C; Zhu X; Ma S; Nepal S; Xu C, 2024, 'Anti-Compression Contrastive Facial Forgery Detection', IEEE Transactions on Multimedia, 26, pp. 6166 - 6177, http://dx.doi.org/10.1109/TMM.2023.3347103

Journal articles | 2024

Jia J; Ma S; Liu Y; Wang L; Deng RH, 2024, 'A Causality-Aligned Structure Rationalization Scheme Against Adversarial Biased Perturbations for Graph Neural Networks', IEEE Transactions on Information Forensics and Security, 19, pp. 59 - 73, http://dx.doi.org/10.1109/TIFS.2023.3318936

Journal articles | 2024

Jia J; Ma S; Wang L; Liu Y; Deng RH, 2024, 'A Secure and Robust Knowledge Transfer Framework via Stratified-Causality Distribution Adjustment in Intelligent Collaborative Services', IEEE Transactions on Computers, 73, pp. 58 - 72, http://dx.doi.org/10.1109/TC.2023.3318403

Journal articles | 2024

Luo B; Li X; Liu X; Guo J; Ren Y; Ma S; Ma J, 2024, 'D²MTS: Enabling Dependable Data Collection With Multiple Crowdsourcers Trust Sharing in Mobile Crowdsensing', IEEE Transactions on Knowledge and Data Engineering, 36, pp. 927 - 942, http://dx.doi.org/10.1109/TKDE.2023.3294503

Journal articles | 2024

Xi N; Zhang Y; Feng P; Ma S; Ma J; Shen Y; Yang Y, 2024, '<sc>GNNDroid</sc>: Graph-Learning based Malware Detection for Android Apps with Native Code', IEEE Transactions on Dependable and Secure Computing, http://dx.doi.org/10.1109/TDSC.2024.3444913

Journal articles | 2024

Zhang M; Li X; Miao Y; Luo B; Ren Y; Ma S, 2024, 'PEAK: Privacy-Enhanced Incentive Mechanism for Distributed -Anonymity in LBS', IEEE Transactions on Knowledge and Data Engineering, 36, pp. 781 - 794, http://dx.doi.org/10.1109/TKDE.2023.3295451

Journal articles | 2024

Zhang Y; Ma S; Chen T; Li J; Deng RH; Bertino E, 2024, 'EvilScreen Attack: Smart TV Hijacking via Multi-Channel Remote Control Mimicry', IEEE Transactions on Dependable and Secure Computing, 21, pp. 1544 - 1556, http://dx.doi.org/10.1109/TDSC.2023.3286182

Journal articles | 2023

Chang Y; Wang S; Xu J; Zhu T; Ma S; Zhou A; Song Y; Liu M; Tian C, 2023, 'Optimization of extraction process of Dioscorea nipponica Makino saponins and their UPLC-QTOF-MS profiling, antioxidant, antibacterial and anti- inflammatory activities', ARABIAN JOURNAL OF CHEMISTRY, 16, http://dx.doi.org/10.1016/j.arabjc.2023.104630

Journal articles | 2023

Chen J; Shen W; Luo S; Ma S; Xing C; Hanzo L, 2023, 'Estimation of Dispersive High-Doppler Channels in the RIS-Aided mmWave Internet of Vehicles', IEEE Internet of Things Journal, http://dx.doi.org/10.1109/JIOT.2023.3286279

Journal articles | 2023

Gong H; Dong M; Ma S; Camtepe S; Nepal S; Xu C, 2023, 'Stealthy Physical Masked Face Recognition Attack via Adversarial Style Optimization', IEEE Transactions on Multimedia, 26, pp. 5014 - 5025, http://dx.doi.org/10.1109/TMM.2023.3330089

Journal articles | 2023

Hu Y; Zhang F; Xia Y; Yao Z; Zeng L; Ding H; Wei Z; Zhang X; Zhai J; Du X; Ma S, 2023, 'Enabling Efficient Random Access to Hierarchically Compressed Text Data on Diverse GPU Platforms', IEEE Transactions on Parallel and Distributed Systems, 34, pp. 2699 - 2717, http://dx.doi.org/10.1109/TPDS.2023.3294341

Journal articles | 2023

Jia J; Luo M; Ma S; Wang L; Liu Y, 2023, 'Consensus-Clustering-Based Automatic Distribution Matching for Cross-Domain Image Steganalysis', IEEE Transactions on Knowledge and Data Engineering, 35, pp. 5665 - 5679, http://dx.doi.org/10.1109/TKDE.2022.3155924

Journal articles | 2023

Li X; Bai L; Miao Y; Ma S; Ma J; Liu X; Choo KKR, 2023, 'Privacy-Preserving Top- κ Spatial Keyword Queries in Fog-Based Cloud Computing', IEEE Transactions on Services Computing, 16, pp. 504 - 514, http://dx.doi.org/10.1109/TSC.2021.3130633

Journal articles | 2023

Li X; Tong Q; Zhao J; Miao Y; Ma S; Weng J; Ma J; Choo KKR, 2023, 'VRFMS: Verifiable Ranked Fuzzy Multi-Keyword Search Over Encrypted Data', IEEE Transactions on Services Computing, 16, pp. 698 - 710, http://dx.doi.org/10.1109/TSC.2021.3140092

Journal articles | 2023

Liu J; Li X; Liu X; Tang J; Ma S; Weng J, 2023, 'A Privacy-Preserving Service Framework for Traveling Salesman Problem-Based Neural Combinatorial Optimization Network', IEEE Transactions on Cloud Computing, 11, pp. 3381 - 3395, http://dx.doi.org/10.1109/TCC.2023.3287552

Journal articles | 2023

Qiao H; Dong X; Jiang Q; Ma S; Liu C; Xi N; Shen Y, 2023, 'Anonymous Lightweight Authenticated Key Agreement Protocol for Fog-Assisted Healthcare IoT System', IEEE Internet of Things Journal, 10, pp. 16715 - 16726, http://dx.doi.org/10.1109/JIOT.2023.3270300

Journal articles | 2023

Ren Y; Li X; Miao Y; Deng RH; Weng J; Ma S; Ma J, 2023, 'DistPreserv: Maintaining User Distribution for Privacy-Preserving Location-Based Services', IEEE Transactions on Mobile Computing, 22, pp. 3287 - 3302, http://dx.doi.org/10.1109/TMC.2022.3141398

Journal articles | 2023

Sun C; Ma Y; Zeng D; Tan G; Ma S; Wu Y, 2023, 'μDep: Mutation-Based Dependency Generation for Precise Taint Analysis on Android Native Code', IEEE Transactions on Dependable and Secure Computing, 20, pp. 1461 - 1475, http://dx.doi.org/10.1109/TDSC.2022.3155693

Journal articles | 2023

Sun C; Xu X; Wu Y; Zeng D; Tan G; Ma S; Wang P, 2023, 'CryptoEval: Evaluating the risk of cryptographic misuses in Android apps with data-flow analysis', IET Information Security, 17, pp. 582 - 597, http://dx.doi.org/10.1049/ise2.12117

Journal articles | 2022

Cheng Q; Chen T; Ma S; Li X, 2022, 'Improvement on a batch authenticated key agreement scheme', Frontiers of Computer Science, 16, http://dx.doi.org/10.1007/s11704-020-0194-7

Journal articles | 2022

Jia J; Luo M; Ma S; Wang L, 2022, 'Partial Knowledge Transfer in Visual Recognition Systems via Joint Loss-Aware Consistency Learning', IEEE Transactions on Industrial Informatics, 18, pp. 7463 - 7474, http://dx.doi.org/10.1109/TII.2022.3168029

Journal articles | 2022

Jia J; Wu Y; Li A; Ma S; Liu Y, 2022, 'Subnetwork-Lossless Robust Watermarking for Hostile Theft Attacks in Deep Transfer Learning Models', IEEE Transactions on Dependable and Secure Computing, http://dx.doi.org/10.1109/TDSC.2022.3194704

Journal articles | 2022

Li H; Cheng Q; Li X; Ma S; Ma J, 2022, 'Lightweight and Fine-Grained Privacy-Preserving Data Aggregation Scheme in Edge Computing', IEEE Systems Journal, 16, pp. 1832 - 1841, http://dx.doi.org/10.1109/JSYST.2021.3112581

Journal articles | 2022

Li X; Zhang H; Miao Y; Ma S; Ma J; Liu X; Choo KKR, 2022, 'CAN Bus Messages Abnormal Detection Using Improved SVDD in Internet of Vehicles', IEEE Internet of Things Journal, 9, pp. 3359 - 3371, http://dx.doi.org/10.1109/JIOT.2021.3098221

Journal articles | 2022

Liu Y; Ma Z; Liu X; Ma S; Ren K, 2022, 'Privacy-Preserving Object Detection for Medical Images with Faster R-CNN', IEEE Transactions on Information Forensics and Security, 17, pp. 69 - 84, http://dx.doi.org/10.1109/TIFS.2019.2946476

Journal articles | 2022

Ma Q; Chu W; Wu S; Wei Q; Cheng Z; Wu J; Liu W; Ma S; Ma X; Chen J; Dong J, 2022, 'Design and performance optimization of carbon-based all-inorganic CsPbIBr2 perovskite battery with C60 buffer layer', SOLAR ENERGY, 246, pp. 245 - 255, http://dx.doi.org/10.1016/j.solener.2022.10.002

Journal articles | 2022

Ma S; Aloysius J, 2022, 'Inventory control under different forms of uncertainty: Ambiguity and stochastic variability', DECISION SCIENCES, http://dx.doi.org/10.1111/deci.12566

Journal articles | 2022

Ma S; Li J; Nepal S; Ostry D; Lo D; Jha SK; Deng RH; Bertino E, 2022, 'Orchestration or Automation: Authentication Flaw Detection in Android Apps', IEEE Transactions on Dependable and Secure Computing, 19, pp. 2165 - 2178, http://dx.doi.org/10.1109/TDSC.2021.3050188

Journal articles | 2022

Ma S; Shen W; Gao X; An J, 2022, 'Robust Channel Estimation for RIS-Aided Millimeter-Wave System with RIS Blockage', IEEE Transactions on Vehicular Technology, 71, pp. 5621 - 5626, http://dx.doi.org/10.1109/TVT.2022.3153966

Journal articles | 2022

Zhang X; Li X; Miao Y; Luo X; Wang Y; Ma S; Weng J, 2022, 'A Data Trading Scheme With Efficient Data Usage Control for Industrial IoT', IEEE Transactions on Industrial Informatics, 18, pp. 4456 - 4465, http://dx.doi.org/10.1109/TII.2021.3123312

Journal articles | 2021

Li J; Ye N; Ma S; Bu X; An J, 2021, 'Multi-user hybrid beamforming design for physical layer secured mmwave los communications', Electronics (Switzerland), 10, http://dx.doi.org/10.3390/electronics10212635

Journal articles | 2021

Li X; Chen T; Cheng Q; Ma S; Ma J, 2021, 'Smart Applications in Edge Computing: Overview on Authentication and Data Security', IEEE Internet of Things Journal, 8, pp. 4063 - 4080, http://dx.doi.org/10.1109/JIOT.2020.3019297

Journal articles | 2021

Ma S; Li J; Bu X; An J, 2021, 'Joint diagnosis of RIS and BS for RIS-aided millimeter-wave system', Electronics (Switzerland), 10, http://dx.doi.org/10.3390/electronics10202556

Journal articles | 2021

Ma S; Shen W; An J; Hanzo L, 2021, 'Wideband Channel Estimation for IRS-Aided Systems in the Face of Beam Squint', IEEE Transactions on Wireless Communications, 20, pp. 6240 - 6253, http://dx.doi.org/10.1109/TWC.2021.3072694

Journal articles | 2021

Sun R; Yang B; Ma S; Shen Y; Jiang X, 2021, 'Covert Rate Maximization in Wireless Full-Duplex Relaying Systems with Power Control', IEEE Transactions on Communications, 69, pp. 6198 - 6212, http://dx.doi.org/10.1109/TCOMM.2021.3089694

Journal articles | 2021

Zha J; Dai J; Ma S; Chen Y; Wang X, 2021, 'How to decouple tourism growth from carbon emissions? A case study of Chengdu, China', TOURISM MANAGEMENT PERSPECTIVES, 39, http://dx.doi.org/10.1016/j.tmp.2021.100849

Journal articles | 2021

Zha J; Tan T; Ma S; He L; Filimonau V, 2021, 'Exploring tourist opinion expression on COVID-19 and policy response to the pandemic's occurrence through a content analysis of an online petition platform', CURRENT ISSUES IN TOURISM, 25, pp. 261 - 286, http://dx.doi.org/10.1080/13683500.2021.1947992

Journal articles | 2020

Huang R; Wang Z; Yuan X; Zhang T; Ma S; Chen X; Xu J, 2020, 'Tribological performance of nano-diamond composites-dispersed lubricants on commercial cylinder liner mating with CrN piston ring', NANOTECHNOLOGY REVIEWS, 9, pp. 455 - 464, http://dx.doi.org/10.1515/ntrev-2020-0035

Journal articles | 2020

Li X; Zhang H; Ren Y; Ma S; Luo B; Weng J; Ma J; Huang X, 2020, 'PAPU: Pseudonym Swap with Provable Unlinkability Based on Differential Privacy in VANETs', IEEE Internet of Things Journal, 7, pp. 11789 - 11802, http://dx.doi.org/10.1109/JIOT.2020.3001381

Journal articles | 2020

Ma S; Liu Y; Nepal S, 2020, 'Are android apps being protected well against attacks?', IEEE Wireless Communications, 27, pp. 66 - 71, http://dx.doi.org/10.1109/MWC.001.1900432

Journal articles | 2020

Ma S; Shen W; An J; Hanzo L, 2020, 'Antenna Array Diagnosis for Millimeter-Wave MIMO Systems', IEEE Transactions on Vehicular Technology, 69, pp. 4585 - 4589, http://dx.doi.org/10.1109/TVT.2020.2977733

Journal articles | 2020

Ma Z; Yang Y; Liu X; Liu Y; Ma S; Ren K; Yao C, 2020, 'EmIr-Auth: Eye Movement and Iris-Based Portable Remote Authentication for Smart Grid', IEEE Transactions on Industrial Informatics, 16, pp. 6597 - 6606, http://dx.doi.org/10.1109/TII.2019.2946047

Journal articles | 2020

Zha J; Tan T; Fan R; Xu H; Ma S, 2020, 'How to reduce energy intensity to achieve sustainable development of China?s transport sector? A cross -regional comparison analysis', SOCIO-ECONOMIC PLANNING SCIENCES, 71, http://dx.doi.org/10.1016/j.seps.2019.100772

Journal articles | 2019

Chen D; Li X; Zhu X; Wu L; Ma S; Yan J; Yan D, 2019, 'Diffusion Tensor Imaging with Fluorescein Sodium Staining in the Resection of High-Grade Gliomas in Functional Brain Areas', WORLD NEUROSURGERY, 124, pp. E595 - E603, http://dx.doi.org/10.1016/j.wneu.2018.12.160

Journal articles | 2019

Chen Y; Ma S; Li X; Zhao X; Cheng X; Liu J, 2019, 'Preparation and microwave absorption properties of microsheets VO2(M)', Journal of Alloys and Compounds, 791, pp. 307 - 315, http://dx.doi.org/10.1016/j.jallcom.2019.03.338

Journal articles | 2019

Huang R; Ma S; Zhang M; Xu J; Wang Z, 2019, 'Dynamic deformation and failure process of quasi-closed-cell aluminum foam manufactured by direct foaming technique', MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING, 756, pp. 302 - 311, http://dx.doi.org/10.1016/j.msea.2019.04.050

Journal articles | 2019

Huang R; Ma S; Zhang M; Yang J; Wang D; Zhang L; Xu J, 2019, 'Wear Evolution of the Glass Fiber-Reinforced PTFE under Dry Sliding and Elevated Temperature', MATERIALS, 12, http://dx.doi.org/10.3390/ma12071082

Journal articles | 2019

Ma S; Chen W; Li C; Jin M; Huang R; Xu J, 2019, 'Wear Properties and Scuffing Resistance of the Cr-Al2O3 Coated Piston Rings: The Effect of Convexity Position on Barrel Surface', JOURNAL OF TRIBOLOGY-TRANSACTIONS OF THE ASME, 141, http://dx.doi.org/10.1115/1.4041215

Journal articles | 2019

Ma S; Liu Y; Wang Z; Wang Z; Huang R; Xu J, 2019, 'The Effect of Honing Angle and Roughness Height on the Tribological Performance of CuNiCr Iron Liner', METALS, 9, http://dx.doi.org/10.3390/met9050487

Journal articles | 2017

Ma S; Lai J; Deng RH; Ding X, 2017, 'Adaptable key-policy attribute-based encryption with time interval', Soft Computing, 21, pp. 6191 - 6200, http://dx.doi.org/10.1007/s00500-016-2177-z

Journal articles | 2017

Ma S, 2017, 'Fast or free shipping options in online and Omni-channel retail? The mediating role of uncertainty on satisfaction and purchase intentions', INTERNATIONAL JOURNAL OF LOGISTICS MANAGEMENT, 28, pp. 1099 - 1122, http://dx.doi.org/10.1108/IJLM-05-2016-0130

Journal articles | 2016

Ma S; Lo D; Xi N, 2016, 'Collaborative 'many to many' DDoS detection in cloud', International Journal of Ad Hoc and Ubiquitous Computing, 23, pp. 192 - 202, http://dx.doi.org/10.1504/IJAHUC.2016.10000397

Journal articles | 2015

Ma S; Pang C; Song L; Guo F; Sun H, 2015, 'Activating transcription factor 3 is overexpressed in human glioma and its knockdown in glioblastoma cells causes growth inhibition both in vitro and in vivo', INTERNATIONAL JOURNAL OF MOLECULAR MEDICINE, 35, pp. 1561 - 1573, http://dx.doi.org/10.3892/ijmm.2015.2173

Journal articles | 2015

Ma S; Pang C; Song L; Guo F; Sun H, 2015, 'The expression of ATF3, MMP-2 and maspin in tissue chip of glioma', PAKISTAN JOURNAL OF PHARMACEUTICAL SCIENCES, 28, pp. 1059 - 1063, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000358108900005&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

Journal articles | 2015

Qin B; Deng RH; Liu S; Ma S, 2015, 'Attribute-based encryption with efficient verifiable outsourced decryption', IEEE Transactions on Information Forensics and Security, 10, pp. 1384 - 1393, http://dx.doi.org/10.1109/TIFS.2015.2410137

Journal articles | 2015

Xie Z; Qu Y; Leng Y; Sun W; Ma S; Wei J; Hu J; Zhang X, 2015, 'Human colon carcinogenesis is associated with increased interleukin-17-driven inflammatory responses', DRUG DESIGN DEVELOPMENT AND THERAPY, 9, pp. 1679 - 1689, http://dx.doi.org/10.2147/DDDT.S79431

Journal articles | 2013

Song L; Guo F; Ma S; Song Z; Wu L; Sun H, 2013, 'A rare presentation of intracranial cysticercosis involving the cerebellopontine angle', JOURNAL OF CLINICAL NEUROSCIENCE, 20, pp. 892 - 894, http://dx.doi.org/10.1016/j.jocn.2012.05.046

Journal articles | 2013

Wang J; Ma H; Tang Q; Li J; Zhu H; Ma S; Chen X, 2013, 'Efficient verifiable fuzzy keyword search over encrypted data in cloud computing', Computer Science and Information Systems, 10, pp. 667 - 684, http://dx.doi.org/10.2298/CSIS121104028W

Journal articles | 2012

Wang J; Ma H; Tang Q; Li J; Zhu H; Ma S; Chen X, 2012, 'A new efficient verifiable fuzzy keyword search scheme', Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications, 3, pp. 61 - 71
Conference Papers | 2023

Chen C; Liu D; Ma S; Nepal S; Xu C, 2023, 'Private Image Generation with Dual-Purpose Auxiliary Classifier', in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), IEEE, pp. 20361 - 20370, presented at 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 17 June 2023 - 24 June 2023, http://dx.doi.org/10.1109/cvpr52729.2023.01950

Preprints | 2023

Gong H; Dong M; Ma S; Camtepe S; Nepal S; Xu C, 2023, Parameter-Saving Adversarial Training: Reinforcing Multi-Perturbation Robustness via Hypernetworks, , http://dx.doi.org/10.48550/arxiv.2309.16207

Preprints | 2023

Gong H; Dong M; Ma S; Camtepe S; Nepal S; Xu C, 2023, Stealthy Physical Masked Face Recognition Attack via Adversarial Style Optimization, http://dx.doi.org/10.48550/arxiv.2309.09480

Conference Papers | 2023

Han X; Zhang Y; Zhang X; Chen Z; Wang M; Zhang Y; Ma S; Yu Y; Bertino E; Li J, 2023, 'Medusa Attack: Exploring Security Hazards of In-App QR Code Scanning', in 32nd USENIX Security Symposium, USENIX Security 2023, ANAHEIM, CA, USA, pp. 4607 - 4624, presented at 32nd USENIX Security Symposium, USENIX Security 2023, ANAHEIM, CA, USA, 09 August 2023, https://dl.acm.org/doi/10.5555/3620237.3620495

Conference Papers | 2023

Liang J; Yuan M; Ding Z; Ma S; Han X; Zhang C, 2023, 'RaceBench: A Triggerable and Observable Concurrency Bug Benchmark', in Proceedings of the ACM Conference on Computer and Communications Security, pp. 415 - 428, http://dx.doi.org/10.1145/3579856.3595787

Conference Papers | 2023

Wang D; Zou Y; Ma S; Xiao YA; Chen X, 2023, 'PASS2EDIT: A Multi-Step Generative Model for Guessing Edited Passwords', in SEC '23: Proceedings of the 32nd USENIX Conference on Security Symposium, USENIX Association, Anaheim, CA, pp. 983 - 1000, presented at 32nd USENIX Security Symposium, Anaheim, CA, 09 August 2023 - 11 August 2023, https://dl.acm.org/doi/10.5555/3620237.3620293

Conference Papers | 2023

Wu Y; Sun C; Zeng D; Tan G; Ma S; Wang P, 2023, 'LibScan: Towards More Precise Third-Party Library Identification for Android Applications', in 32nd USENIX Security Symposium, USENIX Security 2023, Anaheim, CA, USA, pp. 3385 - 3402, presented at SEC '23: Proceedings of the 32nd USENIX Conference on Security Symposium, Anaheim, CA, USA, 09 August 2023, https://dl.acm.org/doi/10.5555/3620237.3620427

Conference Papers | 2022

Han R; Yang C; Ma S; Ma JF; Sun C; Li J; Bertino E, 2022, 'Control Parameters Considered Harmful: Detecting Range Specification Bugs in Drone Configuration Modules via Learning-Guided Search', in Proceedings - International Conference on Software Engineering, pp. 462 - 473, http://dx.doi.org/10.1145/3510003.3510084

Conference Papers | 2022

Jin X; Xiao X; Jia S; Gao W; Gu D; Zhang H; Ma S; Qian Z; Li J, 2022, 'Annotating, Tracking, and Protecting Cryptographic Secrets with CryptoMPK', in Proceedings - IEEE Symposium on Security and Privacy, pp. 650 - 665, http://dx.doi.org/10.1109/SP46214.2022.9833650

Conference Papers | 2022

Lyu Y; Fang Y; Zhang Y; Sun Q; Ma S; Bertino E; Lu K; Li J, 2022, 'Goshawk: Hunting Memory Corruptions via Structure-Aware and Object-Centric Memory Operation Synopsis', in 43RD IEEE SYMPOSIUM ON SECURITY AND PRIVACY (SP 2022), IEEE COMPUTER SOC, CA, San Francisco, pp. 2096 - 2113, presented at 43rd IEEE Symposium on Security and Privacy (SP), CA, San Francisco, 23 May 2022 - 26 May 2022, http://dx.doi.org/10.1109/SP46214.2022.00137

Conference Papers | 2022

Lyu Y; Fang Y; Zhang Y; Sun Q; Ma S; Bertino E; Lu K; Li J, 2022, 'Goshawk: Hunting Memory Corruptions via Structure-Aware and Object-Centric Memory Operation Synopsis', in Proceedings - IEEE Symposium on Security and Privacy, pp. 2096 - 2113, http://dx.doi.org/10.1109/SP46214.2022.9833613

Conference Papers | 2022

Ma Z; Zhao B; Ren L; Li Z; Ma S; Luo X; Zhang C, 2022, 'PrIntFuzz: Fuzzing Linux drivers via automated virtual device simulation', in ISSTA 2022 - Proceedings of the 31st ACM SIGSOFT International Symposium on Software Testing and Analysis, pp. 404 - 416, http://dx.doi.org/10.1145/3533767.3534226

Conference Papers | 2022

Wang X; Huang J; Ma S; Nepal S; Xu C, 2022, 'DeepFake Disrupter: The Detector of DeepFake Is My Friend', in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp. 14900 - 14909, http://dx.doi.org/10.1109/CVPR52688.2022.01450

Conference Papers | 2022

Zhang Y; Ma S; Li J; Gu D; Bertino E, 2022, 'KingFisher: Unveiling Insecurely Used Credentials in IoT-to-Mobile Communications', in Proceedings - 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2022, pp. 488 - 500, http://dx.doi.org/10.1109/DSN53405.2022.00055

Conference Papers | 2021

Kan X; Sun C; Liu S; Huang Y; Tan G; Ma S; Zhang Y, 2021, 'Sdft: A PDG-based Summarization for Efficient Dynamic Data Flow Tracking', in IEEE International Conference on Software Quality, Reliability and Security, QRS, pp. 702 - 713, http://dx.doi.org/10.1109/QRS54544.2021.00080

Conference Papers | 2021

Lyu Y; Gao W; Ma S; Sun Q; Li J, 2021, 'SparrowHawk: Memory Safety Flaw Detection via Data-Driven Source Code Annotation', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 129 - 148, http://dx.doi.org/10.1007/978-3-030-88323-2_7

Conference Papers | 2021

Ma S; Li J; Kim H; Bertino E; Nepal S; Ostry D; Sun C, 2021, 'Fine with '1234'? An analysis of SMS one-time password randomness in android apps', in Proceedings - International Conference on Software Engineering, pp. 1671 - 1682, http://dx.doi.org/10.1109/ICSE43902.2021.00148

Preprints | 2021

Ma S; Li J; Kim H; Bertino E; Nepal S; Ostry D; Sun C, 2021, Fine with "1234"? An Analysis of SMS One-Time Password Randomness in Android Apps, , http://dx.doi.org/10.48550/arxiv.2103.05758

Conference Papers | 2021

Xu C; Ma S; Lo D, 2021, 'PLP 2021: Workshop on Programming Language Processing', in Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 4171 - 4172, http://dx.doi.org/10.1145/3447548.3469460

Conference Papers | 2021

Zhang Y; Liu X; Sun C; Zeng D; Tan G; Kan X; Ma S, 2021, 'ReCFA: Resilient Control-Flow Attestation', in ACM International Conference Proceeding Series, pp. 311 - 322, http://dx.doi.org/10.1145/3485832.3485900

Preprints | 2020

Gao Y; Doan BG; Zhang Z; Ma S; Zhang J; Fu A; Nepal S; Kim H, 2020, Backdoor Attacks and Countermeasures on Deep Learning: A Comprehensive Review, http://dx.doi.org/10.48550/arxiv.2007.10760

Conference Papers | 2020

Liu Y; Ma Z; Liu X; Ma S; Nepal S; Deng RH; Ren K, 2020, 'Boosting privately: Federated extreme gradient boosting for mobile crowdsensing', in Proceedings - International Conference on Distributed Computing Systems, pp. 1 - 11, http://dx.doi.org/10.1109/ICDCS47774.2020.00017

Conference Papers | 2020

Liu Y; Yang Y; Ma Z; Liu X; Wang Z; Ma S, 2020, 'PE-HEALTH: Enabling Fully Encrypted CNN for Health Monitor with Optimized Communication', in 2020 IEEE/ACM 28th International Symposium on Quality of Service, IWQoS 2020, http://dx.doi.org/10.1109/IWQoS49365.2020.9212822

Conference Papers | 2020

Ma S; Li H; Yang W; Li J; Nepal S; Bertino E, 2020, 'Certified Copy? Understanding Security Risks of Wi-Fi Hotspot based Android Data Clone Services', in ACM International Conference Proceeding Series, pp. 320 - 331, http://dx.doi.org/10.1145/3427228.3427263

Conference Papers | 2020

Wang W; Ma Y; Ma S; Li J; Li X, 2020, 'A Pre-restructured Learning-ISTA Deep Network for Millimeter Wave Antenna Array Diagnosis', in 2020 International Wireless Communications and Mobile Computing, IWCMC 2020, pp. 183 - 187, http://dx.doi.org/10.1109/IWCMC48107.2020.9148387

Conference Papers | 2020

Zhang Q; Wang Y; Li J; Ma S, 2020, 'EthPloit: From Fuzzing to Efficient Exploit Generation against Smart Contracts', in SANER 2020 - Proceedings of the 2020 IEEE 27th International Conference on Software Analysis, Evolution, and Reengineering, pp. 116 - 126, http://dx.doi.org/10.1109/SANER48275.2020.9054822

Conference Papers | 2020

Zhang Y; Ma S; Li J; Li K; Nepal S; Gu D, 2020, 'SMARTSHIELD: Automatic Smart Contract Protection Made Easy', in SANER 2020 - Proceedings of the 2020 IEEE 27th International Conference on Software Analysis, Evolution, and Reengineering, pp. 23 - 34, http://dx.doi.org/10.1109/SANER48275.2020.9054825

Conference Papers | 2019

Li T; Ma J; Pei Q; Shen Y; Lin C; Ma S; Obaidat MS, 2019, 'AClog: Attack chain construction based on log correlation', in Proceedings - IEEE Global Communications Conference, GLOBECOM, http://dx.doi.org/10.1109/GLOBECOM38437.2019.9013518

Conference Papers | 2019

Ma S; Bertino E; Nepal S; Li J; Ostry D; Deng RH; Jha S, 2019, 'Finding Flaws from Password Authentication Code in Android Apps', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Luxembourg, pp. 619 - 637, presented at European Symposium on Research in Computer Security, ESORICS 2019, Luxembourg, 23 September 2019, http://dx.doi.org/10.1007/978-3-030-29959-0_30

Conference Papers | 2019

Ma S; Feng R; Li J; Liu Y; Nepal S; Ostry D; Bertino E; Deng RH; Ma Z; Jha S, 2019, 'An empirical study of SMS one-time password authentication in android apps', in ACM International Conference Proceeding Series, pp. 339 - 354, http://dx.doi.org/10.1145/3359789.3359828

Conference Papers | 2019

Wang J; Ma S; Zhang Y; Li J; Ma Z; Mai L; Chen T; Gu D, 2019, 'NLP-EYE: Detecting memory corruptions via semantic-aware memory operation function identification', in RAID 2019 Proceedings - 22nd International Symposium on Research in Attacks, Intrusions and Defenses, pp. 309 - 321

Conference Papers | 2017

Ma S; Liu C; Wang J, 2017, 'Improved Method of Aperiodic Spread Spectrum Acquisition', in PROCEEDINGS OF THE 2017 INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND ARTIFICIAL INTELLIGENCE (CSAI 2017), ASSOC COMPUTING MACHINERY, INDONESIA, Jakarta, pp. 188 - 192, presented at International Conference on Computer Science and Artificial Intelligence (CSAI), INDONESIA, Jakarta, 05 December 2017 - 07 December 2017, http://dx.doi.org/10.1145/3168390.3168441

Conference Papers | 2017

Wang J; Liu C; Ma S, 2017, 'Carrier Synchronization Based on Maximum Likelihood Criterion under High Dynamic', in PROCEEDINGS OF THE 2017 INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND ARTIFICIAL INTELLIGENCE (CSAI 2017), ASSOC COMPUTING MACHINERY, INDONESIA, Jakarta, pp. 193 - 198, presented at International Conference on Computer Science and Artificial Intelligence (CSAI), INDONESIA, Jakarta, 05 December 2017 - 07 December 2017, http://dx.doi.org/10.1145/3168390.3168442

Conference Papers | 2016

Ma S; Lo D; Li T; Deng RH, 2016, 'CDRep: Automatic repair of cryptographic misuses in android applications', in ASIA CCS 2016 - Proceedings of the 11th ACM Asia Conference on Computer and Communications Security, pp. 711 - 722, http://dx.doi.org/10.1145/2897845.2897896

Conference Papers | 2015

Ma S; Wang S; Lo D; Deng RH; Sun C, 2015, 'Active Semi-supervised Approach for Checking App Behavior against Its Description', in Proceedings - International Computer Software and Applications Conference, pp. 179 - 184, http://dx.doi.org/10.1109/COMPSAC.2015.93

Conference Papers | 2014

Liu X; Zhu H; Ma J; Ma J; Ma S, 2014, 'Key-Policy Weighted Attribute based Encryption for fine-grained access control', in 2014 IEEE International Conference on Communications Workshops, ICC 2014, pp. 694 - 699, http://dx.doi.org/10.1109/ICCW.2014.6881280

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