Performance analysis of medical image security using steganography based on fuzzy logic

Yuvaraja, T.; Sabeenian, R. S.

doi:10.1007/s10586-018-2096-0

Cited by 5 publications

(5 citation statements)

References 2 publications

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“…The proposed technique achieves higher SSIM and higher C r than those introduced by Thanki et al [12], but the latest achieves higher PSNR values than those of the proposed technique. The proposed technique achieves higher PSNR and C r values than those of Yuvaraja et al [13], Thakur et al [15], and El-Shafai et al [16]. Shanthakumari et al [14] have higher PSNR values than those of the proposed technique, but SSIM values for the proposed technique are higher than those of Shanthakumari et al [14].…”

Section: Simulation Results and Discussionmentioning

confidence: 68%

“…Tab. 2 demonstrates the comparison outcomes between the suggested technique and state-of-the-art schemes [12][13][14][15][16]. The proposed technique achieves higher SSIM and higher C r than those introduced by Thanki et al [12], but the latest achieves higher PSNR values than those of the proposed technique.…”

Section: Simulation Results and Discussionmentioning

confidence: 92%

“…Before sending an image to the receiver, Arnold-scrambling-based encryption is employed. Yuvaraja et al [13] suggested an efficient hiding technique that utilizes fuzzy logic. The construction of fuzzy rules determines the thin and thick edges in both cover and secret images.…”

Section: Related Workmentioning

confidence: 99%

“…Performance comparison in terms of PSNR, C r , and SSIM between the proposed technique and the schemes in[12][13][14][15][16] …”

mentioning

confidence: 99%

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Proposed Privacy Preservation Technique for Color Medical Images

El‐Shafai¹,

El-Hameed²,

El-Hag³

et al. 2023

Intelligent Automation &Amp; Soft Computing

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Nowadays, the security of images or information is very important. This paper introduces a proposed hybrid watermarking and encryption technique for increasing medical image security. First, the secret medical image is encrypted using Advanced Encryption Standard (AES) algorithm. Then, the secret report of the patient is embedded into the encrypted secret medical image with the Least Significant Bit (LSB) watermarking algorithm. After that, the encrypted secret medical image with the secret report is concealed in a cover medical image, using Kekre's Median Codebook Generation (KMCG) algorithm. Afterwards, the stegoimage obtained is split into 16 parts. Finally, it is sent to the receiver. We adopt this strategy to send the secret medical image and report over a network securely. The proposed technique is assessed with different encryption quality metrics including Peak Signal-to-Noise Ratio (PSNR), Correlation Coefficient (C r ), Feature Similarity Index Metric (FSIM), and Structural Similarity Index Metric (SSIM). Histogram estimation is used to confirm the matching between the secret medical image before and after transmission. Simulation results demonstrate that the proposed technique achieves good performance with high quality of the received medical image and clear image details in a very short processing time.

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Section: Simulation Results and Discussionmentioning

confidence: 68%

Section: Simulation Results and Discussionmentioning

confidence: 92%

Section: Related Workmentioning

confidence: 99%

“…Performance comparison in terms of PSNR, C r , and SSIM between the proposed technique and the schemes in[12][13][14][15][16] …”

mentioning

confidence: 99%

See 2 more Smart Citations

Proposed Privacy Preservation Technique for Color Medical Images

El‐Shafai¹,

El-Hameed²,

El-Hag³

et al. 2023

Intelligent Automation &Amp; Soft Computing

View full text Add to dashboard Cite

show abstract

“…To increase the number of messages that can be hidden, fuzzy logic is used to help detect image edges with the chaotic method [10]. Medical image security also utilizes fuzzy logic to insert proprietary information by utilizing image edges [18]. The approach with fuzzy logic in image edge detection is proposed to be combined with the LSB technique to increase the number of messages that can be inserted [19].…”

Section: The Role Of Fuzzy In Steganographymentioning

confidence: 99%

Systematic Literature Review of the Role of Fuzzy Logic in the Development of Cryptographic and Steganographic Techniques

Murti

Lestariningsih

Redjeki

et al. 2021

AJRCoS

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The rapid technological revolution had an impact on a variety of information security techniques. This will be important because information can be confidential to some entities that communicate with each other. Internet in intelligent technology will be a loophole for cryptanalysts to look for information vulnerabilities. Cryptography is a method of securing data and information which is currently still supported by the development of the method. However, the data and information that are secured will still have vulnerabilities in their delivery. The combination of fuzzy logic techniques with cryptographic techniques has been applied to support the improvement of information security. This study applies a systematic literature review method, to find articles that combine the two fields. The purpose of this study is to see the development of information security techniques with a fuzzy logic approach. As a result, it is found that the development of cryptographic and steganographic techniques that utilize fuzzy logic to help improve information security. In addition, the use of fuzzy logic is also not limited to increasing security. Fuzzy logic also plays a role in selecting the best key and password and issuing random numbers from a Pseudo-Random Number Generator (PRNG).

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An Optimal Haar Wavelet with Light Weight Cryptography Based Secret Data Hiding on Digital Images in Wireless Sensor Networks

Shankar

Elhoseny

2019

Lecture Notes in Electrical Engineering

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Performance analysis of medical image security using steganography based on fuzzy logic

Cited by 5 publications

References 2 publications

Proposed Privacy Preservation Technique for Color Medical Images

Proposed Privacy Preservation Technique for Color Medical Images

Systematic Literature Review of the Role of Fuzzy Logic in the Development of Cryptographic and Steganographic Techniques

An Optimal Haar Wavelet with Light Weight Cryptography Based Secret Data Hiding on Digital Images in Wireless Sensor Networks

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