Implementation of Generative Language Models (GLM) in Cyber Exercise Secure Coding using Prompt Engineering
With the advancement of technology, the need for secure software is becoming increasingly urgent due to the rise in vulnerabilities in applications. In 2022, the National Cyber and Encryption Agency (BSSN) recorded 2,348 cases of web defacement, with one of the main causes being the lack of attentio...
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| Format: | Article |
| Language: | English |
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Ikatan Ahli Informatika Indonesia
2025-04-01
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| Series: | Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) |
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| Online Access: | https://jurnal.iaii.or.id/index.php/RESTI/article/view/6012 |
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| author | Jeckson Sidabutar Alfido Osdie |
| author_facet | Jeckson Sidabutar Alfido Osdie |
| author_sort | Jeckson Sidabutar |
| collection | DOAJ |
| description | With the advancement of technology, the need for secure software is becoming increasingly urgent due to the rise in vulnerabilities in applications. In 2022, the National Cyber and Encryption Agency (BSSN) recorded 2,348 cases of web defacement, with one of the main causes being the lack of attention to secure coding practices during software development. This study explores the utilization of Generative Language Models (GLMs), such as ChatGPT, in secure coding training to enhance developers' skills. GLMs were implemented in a cybersecurity platform designed specifically for secure coding training, also serving as learning assistants that users can interact with during the cyber exercise. The study results show that the cyber exercise using GLMs significantly improved users' secure coding skills, as evidenced by comparing pre-test and post-test scores, indicating an increase in knowledge and proficiency in secure coding practices. |
| format | Article |
| id | doaj-art-bc1851519faf4adbb5aeba8cd6d5c5d9 |
| institution | OA Journals |
| issn | 2580-0760 |
| language | English |
| publishDate | 2025-04-01 |
| publisher | Ikatan Ahli Informatika Indonesia |
| record_format | Article |
| series | Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) |
| spelling | doaj-art-bc1851519faf4adbb5aeba8cd6d5c5d92025-08-20T02:19:18ZengIkatan Ahli Informatika IndonesiaJurnal RESTI (Rekayasa Sistem dan Teknologi Informasi)2580-07602025-04-019233434210.29207/resti.v9i2.60126012Implementation of Generative Language Models (GLM) in Cyber Exercise Secure Coding using Prompt EngineeringJeckson Sidabutar0Alfido Osdie1Politeknik Siber dan Sandi NegaraBadan Siber dan Sandi NegaraWith the advancement of technology, the need for secure software is becoming increasingly urgent due to the rise in vulnerabilities in applications. In 2022, the National Cyber and Encryption Agency (BSSN) recorded 2,348 cases of web defacement, with one of the main causes being the lack of attention to secure coding practices during software development. This study explores the utilization of Generative Language Models (GLMs), such as ChatGPT, in secure coding training to enhance developers' skills. GLMs were implemented in a cybersecurity platform designed specifically for secure coding training, also serving as learning assistants that users can interact with during the cyber exercise. The study results show that the cyber exercise using GLMs significantly improved users' secure coding skills, as evidenced by comparing pre-test and post-test scores, indicating an increase in knowledge and proficiency in secure coding practices.https://jurnal.iaii.or.id/index.php/RESTI/article/view/6012cyber exercisegenerative language modelsprompt engineeringsecure coding |
| spellingShingle | Jeckson Sidabutar Alfido Osdie Implementation of Generative Language Models (GLM) in Cyber Exercise Secure Coding using Prompt Engineering Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) cyber exercise generative language models prompt engineering secure coding |
| title | Implementation of Generative Language Models (GLM) in Cyber Exercise Secure Coding using Prompt Engineering |
| title_full | Implementation of Generative Language Models (GLM) in Cyber Exercise Secure Coding using Prompt Engineering |
| title_fullStr | Implementation of Generative Language Models (GLM) in Cyber Exercise Secure Coding using Prompt Engineering |
| title_full_unstemmed | Implementation of Generative Language Models (GLM) in Cyber Exercise Secure Coding using Prompt Engineering |
| title_short | Implementation of Generative Language Models (GLM) in Cyber Exercise Secure Coding using Prompt Engineering |
| title_sort | implementation of generative language models glm in cyber exercise secure coding using prompt engineering |
| topic | cyber exercise generative language models prompt engineering secure coding |
| url | https://jurnal.iaii.or.id/index.php/RESTI/article/view/6012 |
| work_keys_str_mv | AT jecksonsidabutar implementationofgenerativelanguagemodelsglmincyberexercisesecurecodingusingpromptengineering AT alfidoosdie implementationofgenerativelanguagemodelsglmincyberexercisesecurecodingusingpromptengineering |