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Niphat Craypo. AI-assisted dockerfile hardening for enhanced container security. (). King Mongkut's University of Technology North Bangkok. Central Library. : , 2026.
AI-assisted dockerfile hardening for enhanced container security
Name: Chaichana Kulworatit
Organization :
King Mongkuts Institute of Technology Ladkrabang. Department of Computer Science
Email :
chaichana.kul@kmitl.ac.th
Name: Thatchai Limpitak
Organization :
King Mongkuts Institute of Technology Ladkrabang. Department of Computer Science
Email :
gm.ck-52_@hotmail.com
Name: Niphat Craypo
Organization :
King Mongkuts Institute of Technology Ladkrabang. Department of Computer Science
Email :
niphat.cr@kmitl.ac.th
keyword:
Docker (Computer file)
LCSH:
Cloud computing
-- Security measures
LCSH:
Computer security
-- Data processing
LCSH:
Computer software
-- Data processing
Abstract:
This research proposes an AI-assisted approach for improving Dockerfile security to enhance container security. The system combines Trivy-based vulnerability scanning, vulnerability summarization, AI-guided Dockerfile hardening, secure Dockerfile generation, and Docker build verification in one workflow. Two operating modes are supported. The first mode fixes an existing Dockerfile using a hybrid method in which the AI extracts important information and Python assembles the final Dockerfile with a guaranteed secure structure. The second mode generates a new secure Dockerfile from scratch using strict security rules, such as safe base image selection, explicit non-root execution, version pinning, and health checks. The system also verifies the generated output by building the Docker image, and in generation mode it uses a padded build context with common dummy files to reduce build failures. The results show that this approach can reduce severe vulnerabilities, improve Dockerfile security practices, and produce more practical secure container configurations. Overall, the study demonstrates that combining AI with vulnerability scanning and build verification is a promising method for enhancing container security in real-world development environments.
King Mongkut's University of Technology North Bangkok. Central Library
Address:
BANGKOK
Email:
library@kmutnb.ac.th
Created:
2026
Modified:
2026-08-19
Issued:
2026-08-13
บทความ/Article
application/pdf
BibliograpyCitation :
In ECTI Association and Burapha University. Faculty of Engineering. 2026 23rd International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON 2026) (pp.704-709). Piscataway, NJ : IEEE
eng
©copyrights King Mongkut's University of Technology North Bangkok
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0.025023 วินาที
Chaichana Kulworatit
| Title | Contributor | Type |
|---|---|---|
| An end-to-end AI system for translating Japanese manga into Thai
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Chaichana Kulworatit;Pakorn Tantiwutthiphat;Niphat Craypo | บทความ/Article | |
| AI-assisted dockerfile hardening for enhanced container security
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Chaichana Kulworatit;Thatchai Limpitak;Niphat Craypo | บทความ/Article |
Thatchai Limpitak
| Title | Contributor | Type |
|---|---|---|
| AI-assisted dockerfile hardening for enhanced container security
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Chaichana Kulworatit;Thatchai Limpitak;Niphat Craypo | บทความ/Article |
Niphat Craypo
| Title | Contributor | Type |
|---|---|---|
| An end-to-end AI system for translating Japanese manga into Thai
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Chaichana Kulworatit;Pakorn Tantiwutthiphat;Niphat Craypo | บทความ/Article | |
| AI-assisted dockerfile hardening for enhanced container security
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Chaichana Kulworatit;Thatchai Limpitak;Niphat Craypo | บทความ/Article |