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Authentication schemes for smart mobile devices: threat models, countermeasures, and open research issues
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In Prime MotorX's network layer, insufficient data and transport encryption is exploited by eavesdropping attacks on unencrypted sensor data.
“In this scenario, when the data is unencrypted, the attacker exploits insufficient data and transport encryption as a vulnerability and launches an Eavesdropping [70], [71], with the target being Unencrypted Data.”
From A Critical Overview of Industrial Internet of Things Security and Privacy Issues Using a Layer-Based Hacking Scenario (2023) · cites this paper as [70]
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Behavioral biometrics & continuous user authentication on mobile devices: A survey
Stylios, I., Kokolakis, S., Thanou, O., & Chatzis, S. (2020) · Information Fusion · doi:10.1016/j.inffus.2020.08.021 · Cited by 151
A survey on security and authentication in wireless body area networks
Narwal, B., & Mohapatra, A. K. (2020) · Journal of Systems Architecture · doi:10.1016/j.sysarc.2020.101883 · Cited by 104
Rao, P. M., & Deebak, B. D. (2023) · Ad Hoc Networks · doi:10.1016/j.adhoc.2023.103159 · Cited by 97
Merzougui, S. E., Ferrag, M. A., Friha, O., & Maglaras, L. A. (2021) · Journal of Information Security and Applications · doi:10.1016/j.jisa.2021.102802 · Cited by 72
Self-citationCyber-Security of Smart Grids: Attacks, Detection, Countermeasure Techniques, and Future Directions
Khoei, T. T., Slimane, H. O., & Kaabouch, N. (2022) · Communications and Network · doi:10.4236/cn.2022.144009 · Cited by 102
Ferrag, M. A., Shu, L., & Choo, K. R. (2021) · IEEE/CAA Journal of Automatica Sinica · doi:10.1109/jas.2021.1004087 · Cited by 70
Self-citationTwo-Factor Authentication Scheme for Mobile Money: A Review of Threat Models and Countermeasures
Ali, G., Dida, M. A., & Sam, A. E. (2020) · Future Internet · doi:10.3390/fi12100160 · Cited by 65
Aghmadi, A., Hussein, H. M., Polara, K. H., & Mohammed, O. A. (2023) · Inventions · doi:10.3390/inventions8040084 · Cited by 59
Energy Efficiency and Reliability Considerations in Wireless Body Area Networks: A Survey
Ullah, F., Khan, M. Z., Mehmood, G., Qureshi, M. S., & Fayaz, M. (2022) · Computational and Mathematical Methods in Medicine · doi:10.1155/2022/1090131 · Cited by 46
RetractedA Systematic Survey of Multi-Factor Authentication for Cloud Infrastructure
Otta, S. P., Panda, S., Gupta, M., & Hota, C. (2023) · Future Internet · doi:10.3390/fi15040146 · Cited by 45
Two-Factor Mutual Authentication Offloading for Mobile Cloud Computing
Derhab, A., Belaoued, M., Guerroumi, M., & Khan, F. A. (2020) · IEEE Access · doi:10.1109/access.2020.2971024 · Cited by 42
Self-citationA broad review on non-intrusive active user authentication in biometrics
Thomas, P. A., & Mathew, K. P. (2021) · Journal of Ambient Intelligence and Humanized Computing · doi:10.1007/s12652-021-03301-x · Cited by 41
Eyeleko, A. H., & Feng, T. (2023) · IEEE Internet of Things Journal · doi:10.1109/jiot.2023.3308195 · Cited by 38
“In this scenario, when the data is unencrypted, the attacker exploits insufficient data and transport encryption as a vulnerability and launches an Eavesdropping [69], [70], with the target being Unencrypted Data.”
BackgroundLightweight Multifactor Authentication Scheme for NextGen Cellular Networks
Khan, A. S., Javed, Y., Saqib, R. M., Ahmad, Z., Abdullah, J., Zen, K. B., Abbasi, I. A., & Khan, N. A. (2022) · IEEE Access · doi:10.1109/access.2022.3159686 · Cited by 30
Adversary Models for Mobile Device Authentication
Mayrhofer, R., & Sigg, S. (2021) · ACM Computing Surveys · doi:10.1145/3477601 · Cited by 29
Secure cloud-based mobile apps: attack taxonomy, requirements, mechanisms, tests and automation
Chimuco, F. T., Sequeiros, J. B. F., Lopes, C., Simões, T. M. C., Freire, M. M., & Inácio, P. R. M. (2023) · International Journal of Information Security · doi:10.1007/s10207-023-00669-z · Cited by 33
A Key Management Protocol Based on the Hash Chain Key Generation for Securing LoRaWAN Networks
AbdelHakeem, S. A., El-Kader, S. M. A., & Kim, H. (2021) · Sensors · doi:10.3390/s21175838 · Cited by 24
Habibzadeh, H., & Soyata, T. (2019) · Springer eBooks · doi:10.1007/978-3-030-27844-1_5 · Cited by 25
A Review on Secure Authentication Mechanisms for Mobile Security
Hasan, S. S., Ghani, A., Daud, A. Y., Akbar, H., & Khan, M. F. (2025) · Sensors · doi:10.3390/s25030700 · Cited by 30
Khan, A. S., Javed, Y., Abdullah, J., & Zen, K. B. (2021) · Journal of Ambient Intelligence and Humanized Computing · doi:10.1007/s12652-021-02968-6 · Cited by 25
Behavior-based user authentication on mobile devices in various usage contexts
Progonov, D. O., Cherniakova, V., Kolesnichenko, P., & Oliynyk, A. (2022) · EURASIP Journal on Information Security · doi:10.1186/s13635-022-00132-x · Cited by 21
Khan, R., Teo, J., Jan, M. A., Verma, S., Alturki, R., & Ghani, A. (2022) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2022.3179728 · Cited by 19
Intrusion Detection in Critical Infrastructures: A Literature Review
Fountas, P., Taxiarxchis, K., Kranas, G. K., Maglaras, L. A., & Ferrag, M. A. (2021) · Smart Cities · doi:10.3390/smartcities4030061 · Cited by 18
Self-citationJeong, J. J., Zolotavkin, Y., & Doss, R. (2022) · ACM Computing Surveys · doi:10.1145/3533705 · Cited by 16
An enhanced smart card and dynamic ID based remote multi-server user authentication scheme
Andola, N., Prakash, S., Gahlot, R., Venkatesan, S., & Verma, S. (2022) · Cluster Computing · doi:10.1007/s10586-022-03585-4 · Cited by 11
A Taxonomy of Multimedia-based Graphical User Authentication for Green Internet of Things
Awan, K. A., Din, I. U., Almogren, A. S., Kumar, N., & Almogren, A. (2021) · ACM Transactions on Internet Technology · doi:10.1145/3433544 · Cited by 10
Sharma, S. K., Tripathi, S., Bhatt, K. K., & Chhimwal, N. (2022) · Cybernetics & Systems · doi:10.1080/01969722.2022.2137644 · Cited by 9
A Comprehensive Overview and Future Prospectives of Networked Microgrids for Emerging Power Systems
Mutluri, R. B., & Saxena, D. (2024) · Smart Grids and Sustainable Energy · doi:10.1007/s40866-024-00218-0 · Cited by 9
Prajapat, S., Thakur, G., Kumar, P., Das, A. K., Jamal, S. S., & Susilo, W. (2025) · Computers & Electrical Engineering · doi:10.1016/j.compeleceng.2024.110028 · Cited by 9
A Novel Authentication Method That Combines Honeytokens and Google Authenticator
Papaspirou, V., Papathanasaki, M., Maglaras, L. A., Kantzavelou, I., Douligeris, C., Ferrag, M. A., & Janicke, H. (2023) · Information · doi:10.3390/info14070386 · Cited by 9
Self-citationBcvop2p: Decentralized Blockchain-Based Authentication Scheme for Secure Voice Communication
Kara, M., Aydın, M. A., & Balık, H. H. (2021) · Intelligent Automation & Soft Computing · doi:10.32604/iasc.2022.021309 · Cited by 9
Lone, S. A., & Mir, A. H. (2022) · International Journal of Information Technology and Computer Science · doi:10.5815/ijitcs.2022.04.04 · Cited by 9
Guo-zhu, L., & Tsai, S. (2022) · Mathematical Problems in Engineering · doi:10.1155/2022/5082544 · Cited by 7
Online Social Networks Misuse, Cyber Crimes, and Counter Mechanisms
Rao, S., Verma, A. K., & Bhatia, T. (2020) · Advances in social networking and online communities book series · doi:10.4018/978-1-7998-4718-2.ch010 · Cited by 7
He, F., Jia, Y., Zhao, J., Fang, Y., Wang, J., Feng, M., Liu, P., & Zhang, Y. (2024) · Network and Distributed System Security Symposium · doi:10.14722/ndss.2024.24241 · Cited by 5
Dynamic authentication for intelligent sensor clouds in the Internet of Things
Al-Aqrabi, H., Manasrah, A. M., Hill, R. C., Shatnawi, M. Q., Daoud, M. S., & Alkhzaimi, H. A. (2024) · International Journal of Information Security · doi:10.1007/s10207-024-00829-9 · Cited by 5
Security and Privacy for a Sustainable Internet of Things
Janicke, H., Abuadbba, A., & Nepal, . (2020) · IEEE International Conference on Trust, Privacy and Security in Intelligent Systems and Applications (TPS-ISA) · doi:10.1109/tps-isa50397.2020.00013 · Cited by 5
Self-citationHadžidedić, S., Fajardo-Flores, S. B., & Ramić-Brkić, B. (2022) · Information and Computer Security · doi:10.1108/ics-07-2021-0105 · Cited by 5
MoLaBSS: Server-Specific Add-On Biometric Security Layer Model to Enhance the Usage of Biometrics
Singh, B. P., & Singh, N. (2020) · Information · doi:10.3390/info11060308 · Cited by 5
Security and privacy challenges in the field of iOS device forensics
Bullock, D., Aliyu, A., Maglaras, L. A., & Ferrag, M. A. (2020) · AIMS Electronics and Electrical Engineering · doi:10.3934/electreng.2020.3.249 · Cited by 5
Self-citationA comparative benchmark study of LLM-based threat elicitation tools
Landuyt, D. V., Mollaeefar, M., Raciti, M., Verreydt, S., Kalash, A., Bissoli, A., Preuveneers, D., Giampaolo Bella, A., & Ranise, S. (2025) · Future Generation Computer Systems · doi:10.1016/j.future.2025.108243 · Cited by 4
Chaitanya, G. K., & Sekhar, K. R. (2021) · International Journal of Intelligent Unmanned Systems · doi:10.1108/ijius-09-2020-0048 · Cited by 4
RetractedQuantum Cryptography in Maritime Telecommunications
Papathanasaki, M., Fountas, P., Maglaras, L. A., Douligeris, C., & Ferrag, M. A. (2021) · IEEE International Conference on Cyber Security and Resilience (CSR) · doi:10.1109/csr51186.2021.9527973 · Cited by 4
Self-citationAuth4App: Protocols for Identification and Authentication using Mobile Applications
Kreutz, D., Fernandes, R., Paz, G., Jenuário, T., Mansilha, R. B., Immich, R., & Miers, C. C. (2020) · Simpósio Brasileiro de Cibersegurança (SBSeg) · doi:10.5753/sbseg.2020.19254 · Cited by 4
Enhancing Ad Hoc Network Security using Palm Vein Biometric Features
Mohamed, A., Salama, A. A., & Ismail, A. (2025) · Engineering Technology & Applied Science Research · doi:10.48084/etasr.9481 · Cited by 3
An Integrated Mobile Identity Authentication Model
Donatus, A., Abeka, S. O., & Joshua, A. (2022) · International Research Journal of Innovations in Engineering and Technology · doi:10.47001/irjiet/2022.601014 · Cited by 3
IWTW: A Framework for IoWT Cyber Threat Analysis
Jeon, G., Jin, H., Lee, J. H., Jeon, S., & Seo, J. T. (2024) · Computer Modeling in Engineering & Sciences · doi:10.32604/cmes.2024.053465 · Cited by 4
Hsieh, Y.-P., Lee, K.-C., Lee, T., & Su, G.-J. (2022) · Applied Sciences · doi:10.3390/app12115701 · Cited by 3
Implementation of V2I Communication Security in LoRa Based Key Generation Scheme
Kurniawan, H. H., Yuliana, M., & Sudarsono, A. (2025) · International Electronics Symposium (IES) · doi:10.1109/ies67184.2025.11162071 · Cited by 2
Self-Controllable Mobile App Protection Scheme Based on Binary Code Splitting
Kim, S.-T., Park, T., Jeon, G., & Yi, J. H. (2020) · Mobile Information Systems · doi:10.1155/2020/8813243 · Cited by 2
A novel Two-Factor HoneyToken Authentication Mechanism
Papaspirou, V., Maglaras, L. A., Ferrag, M. A., Kantzavelou, I., Janicke, H., & Douligeris, C. (2021) · International Conference on Computer Communications and Networks (ICCCN) · doi:10.1109/icccn52240.2021.9522319 · Cited by 1
Edge Computing Power Optimization Method in Container Cloud Environment
Zhao, Y., & Jiang, T. (2023) · International Conference on Electronic Information Engineering and Computer Science (EIECS) · doi:10.1109/eiecs59936.2023.10435532 · Cited by 1
Auth4App: Streamlining authentication for integrated cyber–physical environments
Quincozes, V. E., Mansilha, R. B., Kreutz, D., Miers, C. C., & Immich, R. (2024) · Journal of Information Security and Applications · doi:10.1016/j.jisa.2024.103802 · Cited by 1
Cyber Threats in the Healthcare Sector and Countermeasures
Ahmed, M. M., Maglaras, L. A., & Ferrag, M. A. (2020) · Advances in business strategy and competitive advantage book series · doi:10.4018/978-1-7998-3648-3.ch007 · Cited by 1
Self-citationUser Authentication using Secret Key Sharing
Bannore, A., Shetty, R., Shenai, N., & Shetty, V. (2020) · International Conference on Emerging Trends in Information Technology and Engineering (ICETITE) · doi:10.1109/ic-etite47903.2020.308 · Cited by 1
Mobile Wireless Network Security - Status, Challenges and Future Trends
Sadkhan, S. B. (2021) · Information Technology To Enhance e-learning and Other Application (IT-ELA) · doi:10.1109/it-ela52201.2021.9773648 · Cited by 1
Cyber Threats in the Healthcare Sector and Countermeasures
Ahmed, M. M., Maglaras, L. A., & Ferrag, M. A. (2022) · IGI Global eBooks · doi:10.4018/978-1-6684-6311-6.ch001 · Cited by 1
Self-citationSAAS: Uma Solução de Autenticação para Aplicativos de Smartphones
Fernandes, R., Kreutz, D., Paz, G., Mansilha, R. B., & Immich, R. (2019) · Escola Regional de Redes de Computadores (ERRC) · doi:10.5753/errc.2019.9235
Hardware and Software Solution for Preserving Privacy of Mobile Devices and their Applications
Basahel, A. M., Sen, A. A. A., Yamin, M., & Bahbouh, N. M. (2021) · International Conference on Computing for Sustainable Global Development · doi:10.1109/indiacom51348.2021.00069
Motion-Sequence Authentication System: Guard for Smart Phones
Dong, Y., Zhao, Y., Wang, Z., He, J., & Zhu, L. (2022) · Lecture notes in computer science · doi:10.1007/978-3-030-95384-3_27
Online Social Networks Misuse, Cyber Crimes, and Counter Mechanisms
Rao, S., Verma, A. K., & Bhatia, T. (2022) · IGI Global eBooks · doi:10.4018/978-1-6684-5594-4.ch023
Using of asynchronous circuits to increase protection against side channels attacks
Danilov, I. A., & Dolotov, P. S. (2022) · Bezopasnost informacionnyh tehnology · doi:10.26583/bit.2022.2.09
Developing virtual fingerprint: identifying trustworthy interaction behaviors of web usersPreprint
Li, J., Yi, Q., Yi, S., & Zhu, P. (2022) · Research Square · doi:10.21203/rs.3.rs-1792004/v1
Facial Recognition & Authentication in E-Learning Portal.
Singh, A., Nikhal, J., Khandekar, R., Gode, S., & Athawle, D. (2025) · INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT · doi:10.55041/ijsrem43915
Abdulwahid, A. A., Alqahtany, S. S., Siddiqui, M. S., & Syed, T. A. (2025) · Signals and communication technology · doi:10.1007/978-3-031-88634-8_6
An Intelligent Security Authentication Model for Smart City Framework
Ramprasanth, H., & Chirstopher, M. (2025) · International Conference on Computer, Electronics & Electrical Engineering & their Applications (IC2E3) · doi:10.1109/ic2e365635.2025.11167638
A Systematic Literature Review on Biometric Authentication in Mobile Banking
Ali, H. N., & Aldabbagh, S. S. M. (2026) · F1000Research · doi:10.12688/f1000research.173855.1
A Systematic Literature Review on Biometric Authentication in Mobile Banking
Ali, H. N., & Aldabbagh, S. S. M. (2026) · F1000Research · doi:10.12688/f1000research.173855.2
CONTEXT-AWARE APPROACHES TO UNSTRUCTURED DATA PROCESSING IN MOBILE COMPUTING SYSTEMS
Brovchenko, E., & Самарай, В. П. (2026) · Інфокомунікаційні та комп’ютерні технології · doi:10.36994/2788-5518-2026-01-11-11
Metadata
- Authors
- Ferrag, M. A., Maglaras, L., Derhab, A., & Janicke, H.
- Affiliations
- University of Guelma (DZ)
- De Montfort University (GB)
- King Saud University (SA)
- Corresponding author
- Ferrag, Mohamed Amine
- Venue
- Telecommunication Systems
- Published
- 2019-09-13
- Volume
- 73
- Issue
- 2
- Pages
- 317-348
- ISSN
- 1018-4864 (ISSN-L)
- 1572-9451
- OpenAlex
- W2794739528
- Cited by
- 71
- References
- 118
- Citations by year
- 2026: 3 · 2025: 8 · 2024: 5 · 2023: 7 · 2022: 18 · 2021: 16 · 2020: 12 · 2019: 2
- FWCI
- 6.57
- Type
- journal article
- Language
- en
- Open access
- green
- arxiv.org
- Locations
- Telecommunication Systems (publishedVersion)
- arXiv (Cornell University) (submittedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- DMU Open Research Archive (De Montfort University) (submittedVersion)
- arXiv (Cornell University)
- Topics
- Physical Sciences › Computer Science › Computer Networks and Communications › Advanced Authentication Protocols Security
- Physical Sciences › Computer Science › Information Systems › User Authentication and Security Systems
- Physical Sciences › Computer Science › Computer Networks and Communications › Mobile Ad Hoc Networks
- Keywords
- authentication protocols, smart mobile devices, threat model, countermeasures, biometric authentication, identity-based authentication, eavesdropping, manipulation attacks, mobile device security
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