Research Article

Applying the DEA Model to Evaluate FPGA Devices Running AES Algorithm: A KNIME-Based Approach

Authors

  • Muhamad Ali Haji Soltani * Department of Law, Shahid Beheshti University, Tehran, Iran.
  • Mehdi Navaei Leilan Shahid Beheshti University, Tehran, Iran.

https://doi.org/10.22105/raise.v1i4.64

Abstract

The effectiveness of Advanced Encryption Standard (AES) algorithm implementations on Field Programming Gate Array (FPGA) circuits is examined in this paper using Data Envelopment Analysis (DEA). DEA offers insights beyond conventional ratio analysis by examining various input-output scenarios, locating optimal practices, and maximizing resource allocation. We evaluate different implementations using the Charnes, Cooper, and Rhodes (CCR) model in the KNIME framework, emphasizing the significance of ongoing hardware security enhancement to address changing data protection concerns.

Keywords

Data envelopment analysis Advanced encryption standard Field programming gate array KNIME
References (10)
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  2. [2] Yassein, M. B., Aljawarneh, S., Qawasmeh, E., Mardini, W., & Khamayseh, Y. (2017). Comprehensive study of symmetric key and asymmetric key encryption algorithms. 2017 international conference on engineering and technology (ICET) (pp. 1–7). IEEE. https://doi.org/10.1109/ICEngTechnol.2017.8308215
  3. [3] Ruiz-Rosero, J., Ramirez-Gonzalez, G., & Khanna, R. (2019). Field programmable gate array applications—A scientometric review. Computation, 7(4), 63. https://doi.org/10.3390/computation7040063
  4. [4] Charnes, A., Cooper, W. W., & Rhodes, E. (1978). Measuring the efficiency of decision making units. European journal of operational research, 2(6), 429–444. https://doi.org/10.1016/0377-2217(78)90138-8
  5. [5] Banker, R. D., Charnes, A., & Cooper, W. W. (1984). Some models for estimating technical and scale inefficiencies in data envelopment analysis. Management science, 30(9), 1078–1092. https://doi.org/10.1287/mnsc.30.9.1078

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How to Cite

Haji Soltani, M. A. ., & Navaei Leilan, M. . (2024). Applying the DEA Model to Evaluate FPGA Devices Running AES Algorithm: A KNIME-Based Approach. Research Annals of Industrial and Systems Engineering, 1(4), 236–243. https://doi.org/10.22105/raise.v1i4.64

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