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2023 | OriginalPaper | Buchkapitel

Current Status of Challenges in Data Security: A Review

verfasst von : Neetika Prashar, Susheela Hooda, Raju Kumar

Erschienen in: Cybersecurity and Evolutionary Data Engineering

Verlag: Springer Nature Singapore

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Abstract

Today, data and its security are utmost important for all organizations. The data security and privacy are the most common issues in all the sectors including personal as well as business. With the rise of digital services, data protection and security has become the most critical key areas to respect and safeguard privacy. Data that can be private or public but it needs a secure environment throughout. Organizations that provide digital services must have defined and key processes which include protection regarding the privacy of every individual. In this paper, various types of data security, the risks faced in data security, solutions granted for the problems using technologies, data masking and data mining techniques have been discussed. In addition, this paper also enlightens the recent challenges in data security which will be helpful for novice researchers.

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Nächstes Kapitel Cyber Bullying: The Growing Menace in Cyber Space with Its Challenges and Solutions

Denning DE, Denning PJ (1979) Data security. ACM Comput Surv (CSUR) 11(3):227–249

Deepika S, Pandiaraja P (2013) Ensuring CIA triad for user data using collaborative filtering mechanism. In: International conference on information communication and embedded systems (ICICES). IEEE

Johnson DB, Matyas SM, Le AV, Wilkins JD (1993) Design of the commercial data masking facility data privacy algorithm. In: Proceedings of the 1st ACM conference on Computer and communications security, pp 93–96

Chen MS, Han J, Yu PS (1996) Data mining: an overview from a database perspective. IEEE Trans Knowl Data Eng 8(6):866–883

Zhang D (2018) Big data security and privacy protection. In: 8th international conference on management and computer science (ICMCS 2018), vol 77, pp 275–278. Atlantis Press

Denning DE, Denning PJ (1979) Data security. ACM Comput Surv (CSUR) 11(3):227–249

Bhardwaj I, Kumar A, Bansal M (2017) A review on lightweight cryptography algorithms for data security and authentication in IoTs. In: 2017 4th international conference on signal processing, computing and control (ISPCC). IEEE, pp 504–509

Yang SK, Shiue YM, Su ZY, Liu IH, Liu CG (2020) An authentication information exchange scheme. In: WSN for IoT applications, vol 8. IEEE Access, pp 9728–9738

Zhao Y, Lu N (2018) Research and implementation of data storage backup. In: 2018 IEEE international conference on energy Internet (ICEI), pp 181–184

10.

Zuo Y, Kang Z, Xu J, Chen Z (2021) BCAS: a blockchain-based cipher text-policy attribute-based encryption scheme for cloud data security sharing. Int J Distrib Sens Netw 17(3)

11.

Yazdeen AA, Zeebaree SR, Sadeeq MM, Kak SF, Ahmed OM, Zebari RR (2021) FPGA implementations for data encryption and decryption via concurrent and parallel computation: a review. Qubahan Acad J 1(2):8–16CrossRef

12.

Zhang Y, Zheng D, Deng RH (2018) Security and privacy in smart health: efficient policy-hiding attribute-based access control. IEEE Internet Things J 5(3):2130–2145CrossRef

13.

Zhang F, Kodituwakku HADE, Hines JW, Coble J (2019) Multilayer data-driven cyber-attack detection system for industrial control systems based on network, system, and process data. IEEE Trans Industr Inf 15(7):4362–4369CrossRef

14.

Salo F, Injadat M, Nassif AB, Shami A, Essex A (2018) Data mining techniques in intrusion detection systems: a systematic literature review. In: IEEE Access, vol 6, pp 56046–56058

15.

Xu L, Jiang C, Wang J, Yuan J, Ren Y (2014) Information security in big data: privacy and data mining. In: IEEE Access, vol 2, pp 1149–1176

16.

Siraj MM, Rahmat NA, Din MM (2019) A survey on privacy preserving data mining approaches and techniques. In: Proceedings of the 2019 8th international conference on software and computer applications, pp 65–69

17.

Zhou H, Sun G, Fu S, Liu J, Zhou X, Zhou J (2019) A big data mining approach of PSO-based BP neural network for financial risk management with IoT. In: IEEE Access, vol 7, pp 154035–154043

18.

Salo F, Injadat M, Nassif AB, Shami A, Essex A (2018) Data mining techniques in intrusion detection systems: a systematic literature review. In: IEEE Access, vol 6, pp 56046–56058

19.

Basin D (2021) The cyber security body of knowledge: formal methods for security, version

20.

Bao R, Chen Z, Obaidat MS (2018) Challenges and techniques in big data security and privacy: a review. Secur Privacy 1(4):e13

21.

Kumar PR, Raj PH, Jelciana P (2018) Exploring data security issues and solutions in cloud computing. Procedia Comput Sci 125:691–697

22.

Tarekegn GB, Munaye YY (2016) Big data: security issues, challenges and future scope. J Comput Eng Technol 7(4):12–24

23.

Denning DE, Denning PJ (1979) Data security. ACM Comput Surv (CSUR) 11(3):227–249

24.

Fang W, Wen XZ, Zheng Y, Zhou M (2017) A survey of big data security and privacy preserving. IETE Tech Rev 34(5):544–560CrossRef

25.

Daeef A, Mohamed M, Basir N, Saudi MM (2017) Security awareness training: a review. In: Lecture notes in engineering and computer science

26.

Singh P, Kumar S, Kumar A, Usama M (2022) Machine learning based intrusion detection system for minority attacks classification. In: 2022 international conference on computational intelligence and sustainable engineering solutions (CISES), pp 256–261. https://doi.org/10.1109/CISES54857.2022.9844381

27.

Jaeger L (2018) Information security awareness: literature review and integrative framework

28.

Hwang I, Wakefield R, Kim S, Kim T (2021) Security awareness: the first step in information security compliance behavior. J Comput Inform Syst 61(4):345–356

29.

Cricchio L, Grazia M, Palladino BE, Eleftheriou A, Nocentini A, Menesini E. Parental mediation strategies and their role on youths’ online privacy disclosure and protection: a systematic review. Eur Psychol 27(2):116

30.

Durnell E, Karynna OM, Howell RT, Zizi M (2020) Online privacy breaches, offline consequences: construction and validation of the concerns with the protection of informational privacy scale. Int J Hum–Comput Interact 36(19):1834–1848

31.

Naeem M, Jamal T, Jorge DM, Butt SA, Montesano N, Tariq MI, De-la-Hoz-Franco E, De-La-Hoz-Valdiris E (2022) Trends and future perspective challenges in big data. In: Advances in intelligent data analysis and applications. Springer, Singapore, pp 309–325

32.

Elshawi R, Sakr S, Talia D, Trunfio P (2018) Big data systems meet machine learning challenges: towards big data science as a service. Big Data Res 14:1–11

33.

Dai H-N, Wang H, Xu G, Wan J, Imran M (2020) Big data analytics for manufacturing internet of things: opportunities, challenges and enabling technologies. Enterp Inform Syst 14(9–10):1279–1303

34.

Hooda S, Lamba V, Kaur A (2021) AI and soft computing techniques for securing cloud and edge computing: a systematic review. In: International conference on information systems and computer networks (ISCON), pp 1–5

35.

Datta P, Sharma B (2017) A survey on IoT architectures, protocols, security and smart city based applications. In: 8th international conference on computing, communications and networking technologies, ICCCNT

36.

Sangeeta TU. Factors influencing adoption of online teaching by school teachers: a study during COVID‐19 pandemic. J Pub Aff 21(4):e2503

37.

Kaur P, Harnal S, Tiwari R, Upadhyay S, Bhatia S, Mashat A, Alabdali AM (2022) Recognition of leaf disease using hybrid convolutional neural network by applying feature reduction. Sensors (Basel) 22(2):575. https://doi.org/10.3390/s22020575. PMID: 35062534; PMCID: PMC8779777

Titel: Current Status of Challenges in Data Security: A Review
verfasst von: Neetika Prashar
Susheela Hooda
Raju Kumar
Verlag: Springer Nature Singapore
Buch: Cybersecurity and Evolutionary Data Engineering
Print ISBN: 978-981-9950-79-9

Electronic ISBN: 978-981-9950-80-5

Copyright-Jahr: 2023
DOI: https://doi.org/10.1007/978-981-99-5080-5_1

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