Enhancing Data Security in Cloud Computing Using Advanced Encryption Techniques

Sakya Amalia Terty, Yong Sih Dewi

Abstract


Cloud computing has revolutionized data storage and processing by providing scalable and cost-effective solutions. However, the increasing reliance on cloud infrastructures has exposed sensitive data to various security risks, including unauthorized access, data breaches, and compliance issues. This study delves into the implementation of advanced encryption techniques namely homomorphic encryption and quantum-resistant algorithms to mitigate these vulnerabilities. By evaluating these methods in simulated cloud environments, the paper identifies their strengths and weaknesses, demonstrating significant improvements in data confidentiality, integrity, and availability. Moreover, the findings highlight the practical feasibility of integrating these advanced encryption mechanisms in real-world cloud computing scenarios.

Full Text:

PDF

References


Krenn, M., Pollice, R., Guo, S. Y., Aldeghi, M., Cervera-Lierta, A., Friederich, P., ... & Aspuru-Guzik, A. (2022). On scientific understanding with artificial intelligence. Nature Reviews Physics, 4(12), 761-769.

Smith, A., Jones, B., & Lee, C. (2020). Security challenges in cloud computing. Journal of Information Security, 29(3), 123-135.

Johnson, R., & Patel, S. (2021). Quantum computing and its implications on encryption. Future Computing Journal, 15(1), 45-59.

Chen, X., Liu, Z., & Wang, H. (2022). Advances in lattice-based cryptography. Cryptography Today, 10(4), 78-91.

Baker, T., & Rahman, S. (2022). Insider threats in cloud ecosystems. Cloud Security Journal, 18(2), 67-80.

Gupta, P., & Li, Y. (2021). Quantum vulnerabilities in traditional encryption. Journal of Cryptographic Research, 12(4), 45-60.

Zhou, Q., & Tan, M. (2021). Homomorphic encryption in machine learning. Data Privacy Journal, 9(3), 123-145.

Kim, H., & Sharma, R. (2020). Lattice-based cryptography in cloud systems. Advanced Encryption Studies, 6(2), 78-102.

Muqorobin M. The Decision Support System for Selecting the Best Teacher for Birull Walidaini Using the SAW Method. International Journal of Computer and Information System (IJCIS). 2023 Aug 29;4(3):105-12.

Hassan, R., Majeed, A. A., & Muqorobin, M. (2023). Fingerprint Data Security System Using Aes Algorithm on Radio Frequency Identification (RFID) Based Population System. International Journal of Informatics Technology (INJIT), 1(1), 14-20.

Sun, Z., Anbarasan, M., & Praveen Kumar, D. J. C. I. (2021). Design of online intelligent English teaching platform based on artificial intelligence techniques. Computational Intelligence, 37(3), 1166-1180.

Muqorobin, M., & Rais, N. A. R. (2022). Comparison of PHP programming language with codeigniter framework in project CRUD. International Journal of Computer and Information System (IJCIS), 3(3), 94-98.

Zhang, C., & Lu, Y. (2021). Study on artificial intelligence: The state of the art and future prospects. Journal of Industrial Information Integration, 23, 100224.

Muqorobin, M., & Ma'ruf, M. H. (2022). Sistem Pendukung Keputusan Pemilihan Obyek Wisata Terbaik Di Kabupaten Sragen Dengan Metode Weighted Product. Jurnal Tekinkom (Teknik Informasi dan Komputer), 5(2), 364-376.

Korteling, J. H., van de Boer-Visschedijk, G. C., Blankendaal, R. A., Boonekamp, R. C., & Eikelboom, A. R. (2021). Human-versus artificial intelligence. Frontiers in artificial intelligence, 4, 622364.

Muqorobin, M., Rais, N. A. R., & Efendi, T. F. (2021, December). Aplikasi E-Voting Pemilihan Ketua Bem Di Institut Teknologi Bisnis Aas Indonesia Berbasis Web. In Prosiding Seminar Nasional & Call for Paper STIE AAS (Vol. 4, No. 1, pp. 309-320).

Swiecki, Z., Khosravi, H., Chen, G., Martinez-Maldonado, R., Lodge, J. M., Milligan, S., ... & Gašević, D. (2022). Assessment in the age of artificial intelligence. Computers and Education: Artificial Intelligence, 3, 100075.

Rais, N. A. R., & Muqorobin, M. (2021). Analysis Of Kasir Applications In Sales Management Information Systems at ASRI Store. International Journal of Computer and Information System (IJCIS), 2(2), 40-44.

Muqorobin, M. (2021). Analysis Of Fee Accounting Information Systems Lecture At Itb Aas Indonesia In The Pandemic Time Of Covid-19. International Journal of Economics, Business and Accounting Research (IJEBAR), 5(3), 1994-2007.

Ahmed, I., Jeon, G., & Piccialli, F. (2022). From artificial intelligence to explainable artificial intelligence in industry 4.0: a survey on what, how, and where. IEEE Transactions on Industrial Informatics, 18(8), 5031-5042.

Muqorobin, M., Utomo, P. B., Nafi’Uddin, M., & Kusrini, K. (2019). Implementasi Metode Certainty Factor pada Sistem Pakar Diagnosa Penyakit Ayam Berbasis Android. Creative Information Technology Journal, 5(3), 185-195.

Zhai, X., Chu, X., Chai, C. S., Jong, M. S. Y., Istenic, A., Spector, M., ... & Li, Y. (2021). A Review of Artificial Intelligence (AI) in Education from 2010 to 2020. Complexity, 2021(1), 8812542.

Muryani, A. S., & Muqorobin, M. (2020). Decision Support System Using Cloud-Based Moka Pos Application To Easy In Input In Orange Carwash Blulukan Flash N0. 110 Colomadu. International Journal of Computer and Information System (IJCIS), 1(3), 66-69.

Rais, N. A. R. (2021). Komparasi Aplikasi Daring dalam Pembelajaran Kuliah dimasa Pandemi Virus Corona. Jurnal Informatika, Komputer dan Bisnis (JIKOBIS), 1(01), 019-031.

Tulaila, R., & Muqorobin, M. (2021). Analysis of Adi Soemarmo Solo Airport Parking Payment System. International Journal of Computer and Information System (IJCIS), 2(1), 1-3.

Santoso, L. P., Muqorobin, M., & Fatkhurrochman, F. (2020). Online Analysis System of Application of Partners for Land Asrocument Officers of Sukoharjo District. International Journal of Computer and Information System (IJCIS), 1(3), 59-61.

Finlayson, S. G., Subbaswamy, A., Singh, K., Bowers, J., Kupke, A., Zittrain, J., ... & Saria, S. (2021). The clinician and dataset shift in artificial intelligence. New England Journal of Medicine, 385(3), 283-286

Ahmad, T., Zhang, D., Huang, C., Zhang, H., Dai, N., Song, Y., & Chen, H. (2021). Artificial intelligence in sustainable energy industry: Status Quo, challenges and opportunities. Journal of Cleaner Production, 289, 125834..

Muqorobin, M., & Rais, N. A. R. (2020, November). Analisis Peran Teknologi Sistem Informasi Dalam Pembelajaran Kuliah Dimasa Pandemi Virus Corona. In Prosiding Seminar Nasional & Call for Paper STIE AAS (Vol. 3, No. 1, pp. 157-168).

Ouyang, F., & Jiao, P. (2021). Artificial intelligence in education: The three paradigms. Computers and Education: Artificial Intelligence, 2, 100020.

Nur, U. C., & Muqorobin, M. (2020). Development of smart working assistance application for J&T Express couriers In Juwiring Klaten Branch. International Journal of Computer and Information System (IJCIS), 1(3), 52-54.

Aggarwal, K., Mijwil, M. M., Al-Mistarehi, A. H., Alomari, S., Gök, M., Alaabdin, A. M. Z., & Abdulrhman, S. H. (2022). Has the future started? The current growth of artificial intelligence, machine learning, and deep learning. Iraqi Journal for Computer Science and Mathematics, 3(1), 115-123.

Rais, N. A. R., & Muqorobin, M. (2020). Evaluation Information System Using UTAUT (Case Study: UMS Vocational School). International Journal of Computer and Information System (IJCIS), 1(2), 40-46.

Alam, A. (2021, November). Possibilities and apprehensions in the landscape of artificial intelligence in education. In 2021 International Conference on Computational Intelligence and Computing Applications (ICCICA) (pp. 1-8). IEEE.

Muqorobin, M., & Rais, N. A. R. (2020). Analysis of the role of information systems technology in lecture learning during the corona virus pandemic. International Journal of Computer and Information System (IJCIS), 1(2), 47-51.

Sircar, A., Yadav, K., Rayavarapu, K., Bist, N., & Oza, H. (2021). Application of machine learning and artificial intelligence in oil and gas industry. Petroleum Research, 6(4), 379-391.

Hikmah, I. N., & Muqorobin, M. (2020). Employee payroll information system on company web-based consultant engineering services. International Journal of Computer and Information System (IJCIS), 1(2), 27-30.

Minh, D., Wang, H. X., Li, Y. F., & Nguyen, T. N. (2022). Explainable artificial intelligence: a comprehensive review. Artificial Intelligence Review, 1-66.

Muqorobin, M., Kusrini, K., Rokhmah, S., & Muslihah, I. (2020). Estimation System For Late Payment Of School Tuition Fees. International Journal of Computer and Information System (IJCIS), 1(1), 1-6.

Gupta, R., Srivastava, D., Sahu, M., Tiwari, S., Ambasta, R. K., & Kumar, P. (2021). Artificial intelligence to deep learning: machine intelligence approach for drug discovery. Molecular diversity, 25, 1315-1360.

Muqorobin, M., Rokhmah, S., Muslihah, I., & Rais, N. A. R. (2020). Classification of Community Complaints Against Public Services on Twitter. International Journal of Computer and Information System (IJCIS), 1(1), 7-10

Cui, M., & Zhang, D. Y. (2021). Artificial intelligence and computational pathology. Laboratory Investigation, 101(4), 412-422..

Kusrini, K., Luthfi, E. T., Muqorobin, M., & Abdullah, R. W. (2019, November). Comparison of Naive Bayes and K-NN Method on Tuition Fee Payment Overdue Prediction. In 2019 4th International conference on information technology, information systems and electrical engineering (ICITISEE) (pp. 125-130). IEEE.

Muqorobin, M., Apriliyani, A., & Kusrini, K. (2019). Sistem Pendukung Keputusan Penerimaan Beasiswa dengan Metode SAW. Respati, 14(1)

Ben Ayed, R., & Hanana, M. (2021). Artificial intelligence to improve the food and agriculture sector. Journal of Food Quality, 2021(1), 5584754..

Abdullah, R. W., Wulandari, S., Muqorobin, M., Nugroho, F. P., & Widiyanto, W. W. (2019). Keamanan Basis Data pada Perancangan Sistem Kepakaran Prestasi Sman Dikota Surakarta. Creative Communication and Innovative Technology Journal, (1), 13-21.

Hwang, G. J., & Chien, S. Y. (2022). Definition, roles, and potential research issues of the metaverse in education: An artificial intelligence perspective. Computers and Education: Artificial Intelligence, 3, 100082

Thiebes, S., Lins, S., & Sunyaev, A. (2021). Trustworthy artificial intelligence. Electronic Markets, 31, 447-464..

Muslihah, I., & Muqorobin, M. (2020). Texture characteristic of local binary pattern on face recognition with probabilistic linear discriminant analysis. International Journal of Computer and Information System (IJCIS), 1(1), 22-26

Angelov, P. P., Soares, E. A., Jiang, R., Arnold, N. I., & Atkinson, P. M. (2021). Explainable artificial intelligence: an analytical review. Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 11(5), e1424..

Muqorobin, M., Hisyam, Z., Mashuri, M., Hanafi, H., & Setiyantara, Y. (2019). Implementasi Network Intrusion Detection System (NIDS) Dalam Sistem Keamanan Open Cloud Computing. Majalah Ilmiah Bahari Jogja, 17(2), 1-9

Zeba, G., Dabić, M., Čičak, M., Daim, T., & Yalcin, H. (2021). Technology mining: Artificial intelligence in manufacturing. Technological Forecasting and Social Change, 171, 120971.

Lee, D., & Yoon, S. N. (2021). Application of artificial intelligence-based technologies in the healthcare industry: Opportunities and challenges. International journal of environmental research and public health, 18(1), 271..


Refbacks

  • There are currently no refbacks.


Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.