Scholarlink

<p>One of the primary concerns of the current information technology era is to securely transmit sensitive data on a large scale over an unsecured channel. Steganography is a well-practiced method for concealing a secret message within multimedia content. Steganography attracts people because the transmission is inconspicuous in nature and can accommodate a substantial payload. However, the transmission is very sensitive to common operations, such as filtering, cropping, scaling, resizing, compressing, etc. Steganography becomes often vulnerable to these operations and the secret is disrupted. The proposed method leverages Principal Component Analysis (PCA) to identify <i>area of interest</i> for secret embedding within the video frames. These <i>area of interest</i> are less susceptible to noticeable changes, making them ideal for data embedding. The technique employs a chaotic map to generate random but constrained locations within the <i>area of interest</i> regions and embed the secret message. The embedding process employs redundancy in data embedding, ensuring robustness against different known attacks, including <i>filtering, cropping, scaling, noise reductions</i>, etc. The proposed method exhibits a satisfactory performance with a reported peak signal-to-noise ratio (PSNR) of 53dB and a substantial payload of <InlineEquation ID="IEq1"> <EquationSource Format="TEX">\(5.1\%\)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <mn>5.1</mn> <mo>%</mo> </mrow> </math></EquationSource> </InlineEquation>.</p>

错误：搜索内容不能为空，请输入英文关键词
错误：关键词超出字数限制，请精简
高级检索

Design and Analysis of a Novel Video Steganography Technique with Enhanced Resilience

  • 期刊论文

  • 发表日期：

    2025年8月1日

查看全文
  • Subhajit Roy,
  • Jaydeep Howlader

摘要

One of the primary concerns of the current information technology era is to securely transmit sensitive data on a large scale over an unsecured channel. Steganography is a well-practiced method for concealing a secret message within multimedia content. Steganography attracts people because the transmission is inconspicuous in nature and can accommodate a substantial payload. However, the transmission is very sensitive to common operations, such as filtering, cropping, scaling, resizing, compressing, etc. Steganography becomes often vulnerable to these operations and the secret is disrupted. The proposed method leverages Principal Component Analysis (PCA) to identify area of interest for secret embedding within the video frames. These area of interest are less susceptible to noticeable changes, making them ideal for data embedding. The technique employs a chaotic map to generate random but constrained locations within the area of interest regions and embed the secret message. The embedding process employs redundancy in data embedding, ensuring robustness against different known attacks, including filtering, cropping, scaling, noise reductions, etc. The proposed method exhibits a satisfactory performance with a reported peak signal-to-noise ratio (PSNR) of 53dB and a substantial payload of \(5.1\%\) 5.1 % .