• Title/Summary/Keyword: 스테간 분석

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Detecting Hidden Messages Using CUSUM Steganalysis based on SPRT (SPRT를 기반으로 하는 누적합 스테간 분석을 이용한 은닉메시지 감지기법)

  • Ji, Seon-Su
    • Journal of Korea Society of Industrial Information Systems
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    • v.15 no.3
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    • pp.51-57
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    • 2010
  • Steganography techniques can be used to hide data within digital images with little or no visible change in the perceived appearance of the image. I propose a steganalysis to detecting hidden message in sequential steganography. This paper presents adjusted technique for detecting abrupt jumps in the statistics of the stego signal during steganalysis. The repeated statistical test based on CUSUM-SPRT runs constantly until it reaches decision. In this paper, I deal with a new and improved statistic $g_t$ by computing $S^{t^*}_j$.

A Study of Optimal Image Steganography based on LSB Techniques (LSB 기법 기반 최적의 이미지 스테가노그래피의 연구)

  • Ji, Seon-Su
    • Journal of Korea Society of Industrial Information Systems
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    • v.20 no.3
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    • pp.29-36
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    • 2015
  • Steganography is the technique of hiding the existence of a secret message that is communicated hiddenly. Generally, the main objectives of this paper is to develop newer and more sophisticated steganographic techniques based on perceptual transparency, robustness and capacity of the hidden data. This paper analyzes the advantages and disadvantages of image steganography techniques and proposes an effective method. As a result, the images steganography technique based on good ELSB and DCT which applies the rearranged key is secure and effective.

Steganography Software Analysis -Focusing on Performance Comparison (스테가노그래피 소프트웨어 분석 연구 - 성능 비교 중심으로)

  • Lee, Hyo-joo;Park, Yongsuk
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.25 no.10
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    • pp.1359-1368
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    • 2021
  • Steganography is a science of embedding secret data into innocent data and its goal is to conceal the existence of a carrier data. Many research on Steganography has been proposed by various hiding and detection techniques that are based on different algorithms. On the other hand, very few studies have been conducted to analyze the performance of each Steganography software. This paper describes five different Steganography software, each having its own algorithms, and analyzes the difference of each inherent feature. Image quality metrics of Peak Signal to Noise Ratio (PSNR) and Structural SIMilarity (SSIM) are used to define its performance of each Steganography software. We extracted PSNR and SSIM results of a quantitative amount of embedded output images for those five Steganography software. The results will show the optimal steganography software based on the evaluation metrics and ultimately contribute to forensics.

Image Steganography for Hiding Hangul Messages in Hybrid Technique using Variable ShiftRows (가변 ShiftRows를 이용한 하이브리드 기법에서 한글 메시지 은닉을 위한 이미지 스테가노그래피)

  • Ji, Seon-su
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.15 no.4
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    • pp.217-222
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    • 2022
  • Information plays an important role in modern society. Most of the information is processed and moved in the digital space. In cyberspace, confidential communication based on resistance and security is fundamental. It is essential to protect the information sent and received over the network. However, information may be leaked and forged by unauthorized users. The effectiveness of the existing protection system decreases as an innovative technique is applied to identify the communication contents by a third party. Steganography is a technique for inserting secret information into a specific area of a medium. Stegganography and steganalysis techniques are at odds with each other. A new and sophisticatedly implemented system is needed to cope with the advanced steganalysis. To enhance step-by-step diffusion and irregularity, I propose a hybrid implementation technique of image steganography for Hangul messages based on layered encryption and variable ShiftRows. PSNR was calculated to measure the proposed steganography efficiency and performance. Compared to the basic LSB technique, it was shown that the diffusion and randomness can be increased even though the PSNR decreased by 1.45%.

A Study and improved Approach of Text Steganography (텍스트 스테가노그래프의 개선된 접근과 연구)

  • Ji, Seon-Su
    • Journal of Korea Society of Industrial Information Systems
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    • v.19 no.5
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    • pp.51-56
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    • 2014
  • In the digital world of the internet, steganography is introduced to hide the existence of the secret communication by concealing a secret message inside another unsuspicious cover medium. The third parties are unaware that a stego medium is being communicated. There exists a large variety of steganography methods based on texts. In this paper, analyzed the advantages and significant disadvantages of each existing text steganography method and how new approach could be proposed as a solution. The objective of this paper is to propose a method for hiding the secret messages in safer manner from external attacks by encryption rearrangement key.

Research Trends in Steganography Based on Artificial Intelligence (인공지능 기반 스테가노그래피 생성 기술 최신 연구 동향)

  • Hyun Ji Kim;Se Jin Lim;Duk Young Kim;Se Young Yoon;Hwa Jeong Seo
    • Smart Media Journal
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    • v.12 no.4
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    • pp.9-18
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    • 2023
  • Steganography is a technology capable of protecting data by hiding the existence of data. Recently, with the development of deep learning technology, deep learning-based steganography are being developed. Deep learning can learn by analyzing high-dimensional features of data, so it can improve the performance and quality of steganography. In this paper, we investigated the research trend of image steganography based on deep learning.

Locating and Searching Hidden Messages in Stego-Images (스테고 이미지에서 은닉메시지 감지기법)

  • Ji, Seon-Su
    • Journal of Korea Society of Industrial Information Systems
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    • v.14 no.3
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    • pp.37-43
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    • 2009
  • Steganography conceals the fact that hidden message is being sent on the internet. Steganalysis can be detected the abrupt changes in the statistics of a stego-data. After message embedding, I have analyzed for the statistical significance of the fact the occurrence of differences among the four-neighboring pixels. In this case, when a embedding messages within a images is small, use EC value and chi-square test to determine whether a distribution in an images matches a distribution that shows distortion from stego-data.

Detecting Steganographic Contents Using EWM Statistics (EWM 통계량을 이용한 스테가노그래픽 자료 감지 기법)

  • Ji, Seon-Su
    • Journal of Korea Society of Industrial Information Systems
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    • v.13 no.3
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    • pp.54-62
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    • 2008
  • For a message hiding technique to be effectual, it needs to have availability, confidentiality and integrity. Steganography is the science of hiding one message within other types of digital contents. In this case, attempt to defeat steganalysis by restoring the statistics of the composite image to resemble that of the cover, these discrepancies expose the fact that hidden communication is happening. In this paper, I present a steganography scheme capable of concealing a piece of secrete information in a host image and base on the technique's OCT, RGB, statistical restoration.

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Analysis of Steganography and Countermeasures for Criminal Laws in National Security Offenses (안보사건에서 스테가노그라피 분석 및 형사법적 대응방안)

  • Oh, SoJung;Joo, JiYeon;Park, HyeonMin;Park, JungHwan;Shin, SangHyun;Jang, EungHyuk;Kim, GiBum
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.32 no.4
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    • pp.723-736
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    • 2022
  • Steganography is being used as a means of secret communication for crimes that threaten national security such as terrorism and espionage. With the development of computers, steganography technologies develop and criminals produce and use their own programs. However, the research for steganography is not active because detailed information on national security cases is not disclosed. The development of investigation technologies and the responses of criminal law are insufficient. Therefore, in this paper, the detection and decoding process was examined for steganography investigation, and the method was analyzed for 'the spy case of Pastor Kim', who was convicted by the Supreme Court. Multiple security devices were prepared using symmetric steganography using the pre-promised stego key. Furthermore, the three criminal legal issues: (1) the relevance issue, (2) the right to participate, and (3) the public trial issue a countermeasure were considered in national security cases. Through this paper, we hope that the investigative agency will develop analysis techniques for steganography.

인터넷 트래픽의 정보은닉 기법 분석

  • 손태식;박종성;문종섭
    • Review of KIISC
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    • v.14 no.2
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    • pp.89-99
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    • 2004
  • 은닉채널에 관한 연구는 1980년대 이전부터 진행되어 왔으며, 최근에는 멀티미디어 데이터에 대한 스테가노그래피에 대한 관심이 집중되고 있다. 하지만, 본 논문에서는 현재 스테가노그래피나 정보은닉에서 다루는 동영상 데이터에 대한 은닉채널이 아닌, 인터넷 환경의 근간을 이루는 TCP/IP 네트워크 트래픽에 존재하는 은닉채널에 대한 연구를 수행하였다. 먼저 은닉채널 개념 및 기존 연구동향을 분석하였으며, 그 후 TCP/IP를 구성하는 각 프로토콜에 생성 가능한 은닉채널을 분석하여 향후 연구 방향을 제시하였다.