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Related Concept Videos

Downsampling01:20

Downsampling

221
When considering a sampled sequence with zero values between sampling instants, one can replace it by taking every N-th value of the sequence. At these integer multiples of N, the original and sampled sequences coincide. This process, known as decimation, involves extracting every N-th sample from a sequence, thereby creating a more efficient sequence.
The Fourier transform of the decimated sequence reveals a combination of scaled and shifted versions of the original spectrum. This...
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Differential Staining Technique01:26

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Differential staining is an essential microbiological technique that exploits variations in cell wall structures to classify and identify microorganisms. It facilitates the distinction of bacteria, aiding in diagnostic and research applications. Two of the most widely used differential staining methods are Gram staining and acid-fast staining, both of which rely on the chemical and structural differences in bacterial cell walls.Gram Staining TechniqueGram staining differentiates bacteria by...
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An efficient and secure technique for image steganography using a hash function.

Zahid Iqbal Nezami1, Hamid Ali2, Muhammad Asif2

  • 1Department of Computer Science, The Superior University Lahore, Lahore, Punjab, Pakistan.

Peerj. Computer Science
|December 19, 2022
PubMed
Summary
This summary is machine-generated.

This study introduces a novel image steganography technique for secure one-on-one communication. The method embeds encrypted text into digital images using least significant bits (LSB), enhancing security and efficiency.

Keywords:
Caesar cipherData hidingHash functionLSB replacementMSEPSNRStegnopraphy

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Area of Science:

  • Computer Science
  • Information Security
  • Digital Forensics

Background:

  • Steganography enables covert communication by hiding data within digital media.
  • Digital images are ideal carriers for steganographic messages due to their availability and suitability.
  • Existing steganographic methods vary in complexity, security, and efficiency.

Purpose of the Study:

  • To develop a secure mechanism for one-on-one communication using image steganography.
  • To propose a novel technique for encrypting plain text into ciphertext and embedding it within digital images.
  • To evaluate the proposed technique against state-of-the-art methods in terms of security and efficiency.

Main Methods:

  • The proposed technique converts plain text to ciphertext using a hash function.
  • Ciphertext is encoded into a digital image by modifying up to the four least significant bits (LSB) of pixel values.
  • The least significant bits (LSB) modification ensures imperceptibility of the hidden data.

Main Results:

  • The proposed steganography technique demonstrates superior security and efficiency compared to existing methods.
  • The technique achieves adequate Mean Squared Error (MSE) and Peak Signal-to-Noise Ratio (PSNR) values.
  • Visual inspection confirms that modifications to the image are imperceptible to the human eye.

Conclusions:

  • The developed LSB-based steganography technique offers a robust solution for secure data hiding in images.
  • The method provides a balance between data security, embedding capacity, and visual imperceptibility.
  • This research contributes to advancing secure communication through efficient digital image steganography.