Digital Video Steganalysis Exploiting Statistical Visibility in the Temporal Domain

Budhia, Udit; Kundur, Deepa; Zourntos, Takis

doi:10.1109/tifs.2006.885020

Cited by 71 publications

(55 citation statements)

References 20 publications

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“…[15,47], and for various kinds of network traffic analysis [16,104,12]. The latter methods only use basic statistics such as the variance of inter-packet delays or quantiles of differences between arrival times.…”

Section: Binary Classificationmentioning

confidence: 99%

Moving steganography and steganalysis from the laboratory into the real world

Ker

Bas

Böhme

et al. 2013

Proceedings of the First ACM Workshop on Information Hiding and Multimedia Security

215

118

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There has been an explosion of academic literature on steganography and steganalysis in the past two decades. With a few exceptions, such papers address abstractions of the hiding and detection problems, which arguably have become disconnected from the real world. Most published results, including by the authors of this paper, apply "in laboratory conditions" and some are heavily hedged by assumptions and caveats; significant challenges remain unsolved in order to implement good steganography and steganalysis in practice. This position paper sets out some of the important questions which have been left unanswered, as well as highlighting some that have already been addressed successfully, for steganography and steganalysis to be used in the real world.

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Section: Binary Classificationmentioning

confidence: 99%

Moving steganography and steganalysis from the laboratory into the real world

Ker

Bas

Böhme

et al. 2013

Proceedings of the First ACM Workshop on Information Hiding and Multimedia Security

215

118

View full text Add to dashboard Cite

show abstract

“…Statistical attacks use steganalysis [14]. [16] Developed a steganalysis application that was successful in detecting a message embedded in an image. Statistical video steganalysis developed [17] was also successful in detecting a data hidden in a video whose algorithm was based on LSB.…”

Section: Attacks On Steganographic Systemsmentioning

confidence: 99%

Design of Image Steganography based on RSA Algorithm and LSB Insertion for Android Smartphones

Apau¹,

Adomako²

2017

IJCA

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Modern advancement in communication technologies has resulted in the widely and increase in use of smartphones such as android, blackberry, iPhones and much more. The proliferation of smartphones raises much security issues. This is so because the security features of such devices are limited. The most novel approach to arrest the security challenges in the smartphone is cryptography and steganography. Cryptography concerns itself with the masking of the content of a secret message whereas steganography deals with the concealment or hiding of a secreted message from the unauthorized person. The system proposed in this study uses a cover object, image specifically to hide the message to be sent. Before a message is embedded in the image, the message is first encrypted using RSA encryption algorithm. After the message has been encrypted, the process of embedding or hiding the message in the image is carried on. Least Significant Bit (LSB) technique is used to embed the message into the video. The performance Analysis was carried out using Peak-Signal-to -Noise-Ratio (PSNR). The results show that high security and robustness is achieved in smartphones when cryptography is combined with steganography.

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“…In today's digital world, steganography is one of the most safest forms of data communication [3]. Due to the techniques of steganalysis tools, that have the capacity of detecting hidden messages in covert media [4], cryptography has been employed as another means of securing data transmission. Although a number of studies have been done on video steganography, many focused on the use of symmetric cryptographic algorithm.…”

Section: Introductionmentioning

confidence: 99%

Enhancing Data Security using Video Steganography, RSA and Huffman Code Algorithms with LSB Insertion

Apau¹

2016

IJCA

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Security (i.e. Confidentiality, Integrity, Authentication, NonRepudiation, and Availability) in the field of data communication have remained a subject matter of discussion over the years. The internet as well as computer technology have made significant strive in data communication existence. Transferring data securely and safely amidst vulnerabilities of computer networks remain a source of worry to many in the field of data communication. Without security there is no need for data communication. The main objective of this study was to ensure security of data transmitted over the internet. The study proposed a novel approach of data security using video steganography, Huffman Code compression and asymmetric cryptography. In the proposed system, messages are encrypted with RSA and encrypted messages are compressed using Huffman code algorithm. The compressed encrypted messages are hidden using Least Significant Bit (LSB) algorithms. This research brings to light the concept of effectively combining steganography, compression and asymmetric cryptographic algorithm. The preference of RSA over any other cryptographic algorithm is due to its ability to provide better security for large file size thereby reducing computational complexity. The use LSB for video embedding is also good for larger file sizes due to its low computational complexity. Huffman code compression is a lossless compression algorithm which allows reduction in size of data without loss of data. From the results obtained in this research, it was observed that when video steganography is combined with Huffman code compression and asymmetric cryptography, a higher level of security, robustness and capacity are achieved. The distortion experienced in this study is negligible; therefore the study achieved increased security by the high PSNR values and low MSE and BER values.

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Digital Video Steganalysis Exploiting Statistical Visibility in the Temporal Domain

Cited by 71 publications

References 20 publications

Moving steganography and steganalysis from the laboratory into the real world

Moving steganography and steganalysis from the laboratory into the real world

Design of Image Steganography based on RSA Algorithm and LSB Insertion for Android Smartphones

Enhancing Data Security using Video Steganography, RSA and Huffman Code Algorithms with LSB Insertion

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