Implementation of DCT Based Steganography Algorithm to Hide Information in Images

Steganography is the art and science of hiding secret messages in digital media, ensuring that only the sender and intended recipient are aware of its existence. One of the widely used techniques in digital image steganography is the Discrete Cosine Transform (DCT) based method, which embeds secret data into the frequency domain of an image. This study explores the application of DCT-based steganography to hide information in an image while maintaining its visual integrity. The research methodology involves transforming the image into DCT coefficients, embedding the secret message into selected high-frequency coefficients, and then applying the Inverse Discrete Cosine Transform (IDCT) to reconstruct the stego image. The quality of the modified image is evaluated using the Peak Signal-to-Noise Ratio (PSNR) and Mean Square Error (MSE) metrics. The results show that the proposed method effectively hides information while maintaining image quality, as indicated by the high PSNR value and minimal MSE. This study contributes to the field of secure data communication by presenting a reliable and undetectable approach to information hiding.

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Publication Details

Journal
Login Jurnal Teknologi Komputer
Published
2024-12-25
DOI
https://doi.org/10.58471/login.v18i02.115
Primary Topic
Advanced Steganography and Watermarking Techniques
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article
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article

Implementation of DCT Based Steganography Algorithm to Hide Information in Images

Septrian Napitupulu, Ryan Revaldo Siagian, Ramli Simanullang, Kelvin Daniel Manalu et al.
Login Jurnal Teknologi Komputer
Advanced Steganography and Watermarking Techniques
article

Implementation of DCT Based Steganography Algorithm to Hide Information in Images

Septrian Napitupulu, Ryan Revaldo Siagian, Ramli Simanullang, Kelvin Daniel Manalu, Conglii Fao Silalahi
article en

Abstract

Steganography is the art and science of hiding secret messages in digital media, ensuring that only the sender and intended recipient are aware of its existence. One of the widely used techniques in digital image steganography is the Discrete Cosine Transform (DCT) based method, which embeds secret data into the frequency domain of an image. This study explores the application of DCT-based steganography to hide information in an image while maintaining its visual integrity. The research methodology involves transforming the image into DCT coefficients, embedding the secret message into selected high-frequency coefficients, and then applying the Inverse Discrete Cosine Transform (IDCT) to reconstruct the stego image. The quality of the modified image is evaluated using the Peak Signal-to-Noise Ratio (PSNR) and Mean Square Error (MSE) metrics. The results show that the proposed method effectively hides information while maintaining image quality, as indicated by the high PSNR value and minimal MSE. This study contributes to the field of secure data communication by presenting a reliable and undetectable approach to information hiding.

Login Jurnal Teknologi KomputerVol. 18(02)
Universitas Katolik Santo Thomas (ID)
Openalex Percentile: Top 70%
Advanced Steganography and Watermarking Techniques
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Implementation of DCT Based Steganography Algorithm to Hide Information in Images — Septrian Napitupulu, Ryan Revaldo Siagian, et al. · Login Jurnal Teknologi Komputer (2024) | TGRS Research Map | TGRS