A robust secret data sharing through coverless video steganography based on average DC coefficient on bit plane segmentation

IF 4 3区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Computers & Electrical Engineering Pub Date : 2024-10-17 DOI:10.1016/j.compeleceng.2024.109766
Sourabh Debnath, Ramesh Kumar Mohapatra, Ratnakar Dash
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Abstract

Recently, coverless steganography has been gaining popularity in confidential information-hiding techniques due to its resistance to the detection of steganalysis. Whereas most coverless approaches are based on images as the transmission medium, few articles are based on video in coverless steganography. Whereas the hiding capacity per frame in the existing scheme is less, and to improve the capacity, a new secret data sharing through coverless video steganography is proposed based on the average Direct Current (DC) coefficient on the Bit plane. The bit planes are extracted from the video frame, generating multiple hash sequences from each bit plane. The bit plane is further partitioned into blocks. The average DC coefficient of consecutive subblocks within a block in a bit plane frame is compared to create the hash bit sequences. A video index database is created to store the generated hash sequences for easy retrieval. The receiver successfully recovered the secret information from the retrieval information and received videos. The observed findings show that the suggested method outperforms recent coverless video steganography techniques. The robustness is substantially stronger and superior to other existing schemes.
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基于位平面分割的平均 DC 系数,通过无掩码视频隐写术实现稳健的秘密数据共享
最近,无掩盖隐写术因其抗隐写分析检测的能力而在机密信息隐藏技术中越来越受欢迎。大多数无掩码方法都是以图像作为传输介质,而很少有文章以视频作为无掩码隐写术的传输介质。现有方案中每帧的隐藏能力较低,为了提高隐藏能力,提出了一种基于比特平面上平均直流(DC)系数的新的无掩盖视频隐写术秘密数据共享方法。从视频帧中提取位平面,从每个位平面生成多个哈希序列。位平面被进一步分割成块。比较位平面帧中一个块内连续子块的平均直流电系数,以创建哈希位序列。创建一个视频索引数据库来存储生成的哈希序列,以便于检索。接收器成功地从检索信息和接收到的视频中恢复了秘密信息。观察结果表明,所建议的方法优于最新的无掩码视频隐写技术。其稳健性大大强于其他现有方案。
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来源期刊
Computers & Electrical Engineering
Computers & Electrical Engineering 工程技术-工程:电子与电气
CiteScore
9.20
自引率
7.00%
发文量
661
审稿时长
47 days
期刊介绍: The impact of computers has nowhere been more revolutionary than in electrical engineering. The design, analysis, and operation of electrical and electronic systems are now dominated by computers, a transformation that has been motivated by the natural ease of interface between computers and electrical systems, and the promise of spectacular improvements in speed and efficiency. Published since 1973, Computers & Electrical Engineering provides rapid publication of topical research into the integration of computer technology and computational techniques with electrical and electronic systems. The journal publishes papers featuring novel implementations of computers and computational techniques in areas like signal and image processing, high-performance computing, parallel processing, and communications. Special attention will be paid to papers describing innovative architectures, algorithms, and software tools.
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