Proceedings of International Conference on Computer Science and Communication Engineering (ICCSCE 2025)

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Automated Certificate Generation Using Advanced Transformer-based Deep Learning, Blockchain, and Cloud Technologies for Secure Document Processing

Authors
S. Susidra1, *, M. Sivaraj1, M. Mohanbabu1, M. Naveen1, S. Nishanth1
1Dhanalakshmi Srinivasan Engineering College, Preambalur, Tamilnadu, India
*Corresponding author. Email: susisubramanyam@gmail.com
Corresponding Author
S. Susidra
Available Online 4 November 2025.
DOI
10.2991/978-94-6463-858-5_14How to use a DOI?
Keywords
Blockchain; Deep Learning; Certificate Verification; Fraud Detection; Smart Contracts
Abstract

Certificate generation is essential in education, corporate training, and events, yet traditional manual methods are slow and error-prone. This paper presents an automated system utilizing blockchain for secure verification and transformer-based deep learning models for fraud detection. Techniques such as Python scripting, cloud-based automation, and AI-driven validation streamline the process, enhancing efficiency and accuracy. Experimental results show a significant reduction in processing time and over 98% accuracy in fraud detection, ensuring secure and tamper-proof certificates. Blockchain integration strengthens trust by enabling real-time verification, eliminating forgery risks. The proposed approach minimizes human intervention while maintaining scalability and security, making it an effective solution for automated certificate management.

Copyright
© 2025 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of International Conference on Computer Science and Communication Engineering (ICCSCE 2025)
Series
Advances in Computer Science Research
Publication Date
4 November 2025
ISBN
978-94-6463-858-5
ISSN
2352-538X
DOI
10.2991/978-94-6463-858-5_14How to use a DOI?
Copyright
© 2025 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - S. Susidra
AU  - M. Sivaraj
AU  - M. Mohanbabu
AU  - M. Naveen
AU  - S. Nishanth
PY  - 2025
DA  - 2025/11/04
TI  - Automated Certificate Generation Using Advanced Transformer-based Deep Learning, Blockchain, and Cloud Technologies for Secure Document Processing
BT  - Proceedings of International Conference on Computer Science and Communication Engineering (ICCSCE 2025)
PB  - Atlantis Press
SP  - 146
EP  - 156
SN  - 2352-538X
UR  - https://doi.org/10.2991/978-94-6463-858-5_14
DO  - 10.2991/978-94-6463-858-5_14
ID  - Susidra2025
ER  -