The DOI matches its Crossref record; 2 of the 2 references it cites were found in a registry or an index.
Zero Trust Access Control with Context-Aware and Behavior-Based Continuous Authentication for Smart Homes
Open accessAbstract
Generally, approaches to build the security of Smart Home Systems (SHS) require big amount of data to implement Access Control and Intrusion Detection Systems, with storage in cloud, for instance, being a vulnerability to inhabitants privacy. Besides, most works rely on cloud computing or resources in the cloud to perform security tasks, what can be exploited by attackers. This work presents the ZASH (Zero-Aware Smart Home System), an Access Control for SHS. ZASH uses Continuous Authentication with Zero Trust, supported by real-time context and activity information, enabled by Edge Computing and Markov Chain, to prevent and mitigate impersonation attacks that aim to invade inhabitants privacy. An experimental evaluation demonstrated the system capability to dynamically adapt to new inhabitants behaviors withal blocking impersonation attacks.
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Citations
Cites
Cyber-Physical Systems Security—A Survey
Humayed, A., Lin, J., Li, F., & Luo, B. (2017) · IEEE Internet of Things Journal · doi:10.1109/jiot.2017.2703172 · Cited by 1,185 · cited 1×
“These attacks often involve social engineering, when victims are de-ceived and their credentials can be stolen, and eavesdropping, when attacker steal information on the fly [Humayed et al. 2017].”
BackgroundAdvanced social engineering attacks
Krombholz, K., Hobel, H., Huber, M., & Weippl, E. (2015) · Journal of Information Security and Applications · doi:10.1016/j.jisa.2014.09.005 · Cited by 575 · cited 1×
“The social engineering can range from simple techniques as baiting and phishing to more advanced ones as reverse social engineering and advanced persistent threat [Krombholz et al. 2015].”
Method
Flagged first, then by citations
Research works printed but not linked: 16
- Alshammari, T., Alshammari, N., Sedky, M., and Howard, C. (2018). SIMADL: Simulated activities of daily living dataset. Data, 3(2):1-13.
- Amraoui, N., Besrour, A., Ksantini, R., and Zouari, B. (2020). Implicit and Continuous Authentication of Smart Home Users, volume 926. Springer International Publishing.
- Ashibani, Y., Kauling, D., and Mahmoud, Q. (2019). Design and Implementation of a Contextual-Based Continuous Authentication Framework for Smart Homes. Applied System Innovation, 2(1):4.
- Ashibani, Y. and Mahmoud, Q. H. (2019). User authentication for smart home networks based on mobile apps usage. Proceedings of Communications and Networks, ICCCN, 2019-July:1-6.
- Bakar, U. A. B. U. A., Ghayvat, H., Hasanm, S. F., and Mukhopadhyay, S. C. (2016). Activity and Anomaly Detection in Smart Home: A Survey, pages 191-220. Springer International Publishing, Cham.
- Castro, T. O., Caitité, V. G., Macedo, D. F., and dos Santos, A. L. (2019). CASA-IoT: Scalable and context- aware IoT access control supporting multiple users. International Journal of Network Management, 29(5):1-18.
- de Matos, E., Amaral, L. A., and Hessel, F. (2017). Context-aware systems: Technologies and challenges in internet of everything environments. In Beyond the Internet of Things, pages 1-25. Springer.
- Dimitrakos, T., Dilshener, T., Kravtsov, A., La Marra, A., Martinelli, F., Rizos, A., Rosett, A., and Sara- cino, A. (2020). Trust aware continuous authorization for zero trust in consumer internet of things. Proceedings -2020 IEEE 19th International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2020, pages 1801-1812.
- Dong, M. and Ansari, N. (2020). Guest editorial: Special section on cyber-physical social sys- tems-integrating human into computing. IEEE Trans. on Emerging Topics in Computing, 8(1):4-5.
- Ghosh, N., Chandra, S., Sachidananda, V., and Elovici, Y. (2019). SoftAuthZ: A Context-Aware, Behavior- Based Authorization Framework for Home IoT. IEEE Internet of Things Journal, 6(6):10773-10785.
- Junior, C. P., Santos, A., and Nogueira, M. (2020). Detecting fdi attack on dense iot network with distributed filtering collaboration and consensus. In 2020 IEEE Latin-American Conference on Communications (LATINCOM), pages 1-6.
- Kuyucu, M. K., Bahtiyar, , and İnce, G. (2019). Security and privacy in the smart home: A survey of issues and mitigation strategies. In 2019 4th International Conference on Computer Science and Engineering (UBMK), pages 113-118.
- Lal, N. A., Prasad, S., and Farik, M. (2015). A Review Of Authentication Methods. International Journal of Scientific Technology Research, 4(8):246-249.
- Mocrii, D., Chen, Y., and Musilek, P. (2018). IoT-based smart homes: A review of system architecture, software, communications, privacy and security. Internet of Things, 1-2:81-98.
- Sikder, A. K., Aksu, H., and Uluagac, A. S. (2020). A context-aware framework for detecting sensor-based threats on smart devices. IEEE Trans. on Mobile Computing, 19(2):245-261.
- Sikder, A. K., Babun, L., Aksu, H., and Uluagac, A. S. (2019). AEGIS: A Context-aware Security Frame- work for Smart Home Systems. ACM Int. Conference Proceeding Series, pages 28-41.
Cited by
Sorted by citations
A Survey on Zero Trust Architecture: Challenges and Future Trends
He, Y., Huang, D., Chen, L., Ni, Y., & Ma, X. (2022) · Wireless Communications and Mobile Computing · doi:10.1155/2022/6476274 · Cited by 348
“[39] proposed zero trust access control with context awareness and behavior-based continuous authentication for smart homes.”
Background
Metadata
- Authors
- da Silva, G. R., Macedo, D. F., & dos Santos, A. L.
- Affiliations
- Universidade Federal de Minas Gerais (BR)
- Corresponding author
- Macedo, Daniel F.
- Venue
- Anais do XXI Simpósio Brasileiro de Segurança da Informação e de Sistemas Computacionais (SBSeg 2021)
- Published
- 2021-10-04
- Pages
- 43-56
- OpenAlex
- W3202154704
- Cited by
- 15
- References
- 2
- Citations by year
- 2025: 4 · 2024: 6 · 2023: 3 · 2022: 2
- FWCI
- 4.32
- Type
- conference paper
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Simpósio Brasileiro de Cibersegurança (SBSeg) (publishedVersion)
- Funders
- Conselho Nacional de Desenvolvimento Científico e Tecnológico (436649/2018-7)
- Topics
- Physical Sciences › Engineering › Electrical and Electronic Engineering › IoT-based Smart Home Systems
- Physical Sciences › Computer Science › Information Systems › User Authentication and Security Systems
- Physical Sciences › Computer Science › Computer Networks and Communications › Advanced Authentication Protocols Security
- Keywords
- zero-trust architecture, access control, home automation, continuous authentication, context-aware authentication, edge computing, Markov chains, impersonation attacks, privacy preservation
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