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Analysis on Big data, IoT, Artificial intelligence using Keyword Network (빅데이터, IoT, 인공지능 키워드 네트워크 분석)

  • Koo, Young-Duk
    • The Journal of the Korea institute of electronic communication sciences
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    • v.15 no.6
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    • pp.1137-1144
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    • 2020
  • This paper aims to provide strategic suggestions by analyzing technology trends related to big data, IoT, and artificial intelligence. To this end, analysis was performed using the 2018 national R&D information, and major basic analysis and language network analysis were performed. As a result of the analysis, research and development related to big data, IoT, and artificial intelligence are being conducted by focusing on the basic and development stages, and it was found that universities and SMEs have a high proportion. In addition, as a result of the language network analysis, it is judged that the related fields are mainly research for use in the smart farm and healthcare fields. Based on these research results, first, big data is essential to use artificial intelligence, and personal identification research should be conducted more actively. Second, they argued that full-cycle support is needed for technology commercialization, not simple R&D activities, and the need to expand application fields.

Recovery-Key Attacks against TMN-family Framework for Mobile Wireless Networks

  • Phuc, Tran Song Dat;Shin, Yong-Hyeon;Lee, Changhoon
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.15 no.6
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    • pp.2148-2167
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    • 2021
  • The proliferation of the Internet of Things (IoT) technologies and applications, especially the rapid rise in the use of mobile devices, from individuals to organizations, has led to the fundamental role of secure wireless networks in all aspects of services that presented with many opportunities and challenges. To ensure the CIA (confidentiality, integrity and accessibility) security model of the networks security and high efficiency of performance results in various resource-constrained applications and environments of the IoT platform, DDO-(data-driven operation) based constructions have been introduced as a primitive design that meet the demand of high speed encryption systems. Among of them, the TMN-family ciphers which were proposed by Tuan P.M., Do Thi B., etc., in 2016, are entirely suitable approaches for various communication applications of wireless mobile networks (WMNs) and advanced wireless sensor networks (WSNs) with high flexibility, applicability and mobility shown in two different algorithm selections, TMN64 and TMN128. The two ciphers provide strong security against known cryptanalysis, such as linear attacks and differential attacks. In this study, we demonstrate new probability results on the security of the two TMN construction versions - TMN64 and TMN128, by proposing efficient related-key recovery attacks. The high probability characteristics (DCs) are constructed under the related-key differential properties on a full number of function rounds of TMN64 and TMN128, as 10-rounds and 12-rounds, respectively. Hence, the amplified boomerang attacks can be applied to break these two ciphers with appropriate complexity of data and time consumptions. The work is expected to be extended and improved with the latest BCT technique for better cryptanalytic results in further research.

Improved Security Analysis of Reduced SMS4 Block Cipher (축소된 SMS4 블록 암호에 대한 향상된 안전성 분석)

  • Kim, Tae-Hyun;Kim, Jong-Sung;Hong, Seok-Hie;Sung, Jae-Chul;Lee, Chang-Hoon
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.19 no.3
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    • pp.3-10
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    • 2009
  • In this paper, we introduce improved differential and linear attacks on the SMS4 block cipher which is used in the Chinese national standard WAPI (WLAN Authentication and Privacy Infrastructure, WLAN - Wireless Local Area Network): First, we introduce how to extend previously known differential attacks on SMS4 from 20 or 21 to 22 out of the full 32 rounds. Second, we improve a previously known linear attack on 22-round reduced SMS4 from $2^{119}$ known plaintexts, $2^{109}$ memory bytes, $2^{117}$ encryptions to $2^{117}$ known plaintexts, $2^{l09}$ memory bytes, $2^{112.24}$ encryptions, by using a new linear approximation.

Full-Round Differential Attack on the Original Version of the Hash Function Proposed at PKC'98 (PKC'98에 제안된 해쉬 함수의 Original Version에 대한 전체 라운드 차분 공격)

  • 장동훈;성재철;이상진;임종인;성수학
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.12 no.2
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    • pp.65-76
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    • 2002
  • Shin et al. proposed the new hash function with 160-bit output length at PKC'98. This hash function is based on the advantages of the existing hash functions, such as SHA-1, RIPEMD-160, HAVAL, and etc.$^{[1]}$ Recently, Han et al. cryptanalyzed the hash function proposed at PKC'98 and proposed the method finding a collision pair with $2^{-30}$ probability at FSE 2002, supposing that boolean functions satisfy SAC(Strict Avalanche Criterian).$^{[2]}$ This paper improves the method and shows that we can find a collision pair from the original version of the hash function with $2^{-37.13}$ probability through the improved method. And we point out that the problem of the function comes from shift values dependent on message.

Implementation of RSA Exponentiator Based on Radix-$2^k$ Modular Multiplication Algorithm (Radix-$2^k$ 모듈라 곱셈 알고리즘 기반의 RSA 지수승 연산기 설계)

  • 권택원;최준림
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.12 no.2
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    • pp.35-44
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    • 2002
  • In this paper, an implementation method of RSA exponentiator based on Radix-$2^k$ modular multiplication algorithm is presented and verified. We use Booth receding algorithm to implement Radix-$2^k$ modular multiplication and implement radix-16 modular multiplier using 2K-byte memory and CSA(carry-save adder) array - with two full adder and three half adder delays. For high speed final addition we use a reduced carry generation and propagation scheme called pseudo carry look-ahead adder. Furthermore, the optimum value of the radix is presented through the trade-off between the operating frequency and the throughput for given Silicon technology. We have verified 1,024-bit RSA processor using Altera FPGA EP2K1500E device and Samsung 0.3$\mu\textrm{m}$ technology. In case of the radix-16 modular multiplication algorithm, (n+4+1)/4 clock cycles are needed and the 1,024-bit modular exponentiation is performed in 5.38ms at 50MHz.

A RST Resistant Logo Embedding Technique Using Block DCT and Image Normalization (블록 DCT와 영상 정규화를 이용한 회전, 크기, 이동 변환에 견디는 강인한 로고 삽입방법)

  • Choi Yoon-Hee;Choi Tae-Sun
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.15 no.5
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    • pp.93-103
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    • 2005
  • In this paper, we propose a RST resistant robust logo embedding technique for multimedia copyright protection Geometric manipulations are challenging attacks in that they do not introduce the quality degradation very much but make the detection process very complex and difficult. Watermark embedding in the normalized image directly suffers from smoothing effect due to the interpolation during the image normalization. This can be avoided by estimating the transform parameters using an image normalization technique, instead of embedding in the normalized image. Conventional RST resistant schemes that use full frame transform suffer from the absence of effective perceptual masking methods. Thus, we adopt $8\times8$ block DCT and calculate masking using a spatio-frequency localization of the $8\times8$ block DCT coefficients. Simulation results show that the proposed algorithm is robust against various signal processing techniques, compression and geometrical manipulations.

Prohibiting internal data leakage to mass storage device in mobile device (모바일 단말에서 외부 저장 매체로의 불법 데이터 유출 방지 기법)

  • Chung, Bo-Heung;Kim, Jung-Nyu
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.21 no.1
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    • pp.125-133
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    • 2011
  • According to proliferation of mobile devices, security threats have been continuously increased such as illegal or unintentional file transmission of important data to an external mass-storage device. Therefore, we propose a protection method to prohibit an illegal outflow to this device and implement this method. This method extracts signatures from random locations of important file and uses them to detect and block illegal file transmission. To get signatures, a target file is divided by extracting window size and more than one signatures are extracted in this area. To effective signature sampling, various extraction ways such as full, binomial distribution-based and dynamic sampling are implemented and evaluated. The proposed method has some advantages. The one is that an attacker cannot easily predict the signature and its extraction location. The other is that it doesn't need to modify original data to protect it. With the help of these advantages, we can say that this method can increase efficiency of easy-to-use and it is a proper way leakage prevention in a mobile device.

A Study on the Improvement of Police Committee System in Korea - Focus on the National Police Committee -

  • Lee, Young-Woo;Jang, Su-Yeon
    • Journal of the Korea Society of Computer and Information
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    • v.26 no.3
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    • pp.143-146
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    • 2021
  • Korean police have been established as a national police system since the liberation of Korea and have been operated as a centralized police system for a long time, and a police committee was established under the enactment of the Police Act in 1991. However, the National Police Commission has a problem that it cannot perform the functions of the original National Police Commission because it is only a simple advisory body, not an institution that reviews and decides major policies related to police administration. As a result, despite the passage of a full amendment to the Police Act in 2020 and the revision of the Act to the Organization and Operation of the National Police and Local Police, operational and compositional problems still exist. Therefore, this study intends to propose the current state of operation and problems of the police committee system and measures for improvement.

A Study on the Development of Smart Helmet for Forest Firefighting Crews (산불진화대원용 스마트 헬멧 개발에 관한 연구)

  • Ha, Yeon-Chul;Jin, Young-Woo;Park, Jae-Mun;Doh, Hee-Chan
    • Journal of the Institute of Convergence Signal Processing
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    • v.22 no.2
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    • pp.57-63
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    • 2021
  • The purpose of this study is to develop a Smart Helmet to safeguard forest firefighting crews and provide on-site information in real time. The Smart Helmet for forest firefingting crews is equipped with a camera, video/voice communication module, GPS, Bluetooth, and LTE module to promote the safety of them, and through the Smart Helmet, the site situation is is transmitted in real time, and full duplex communication is possible. As a result of testing using the Smart Helmet, the control center was able to receive on-site information and communication with on-site forest firefighting crews. Through site evaluation and user evaluation, it was confirmed that the Smart Helmet needs to be improved. The developed Smart Helmet can be used in various ways in forest disasters and forest industry.

A Study on the Influence of Quality Factors on User Satisfaction in Government Remote Service (GVPN): Focused on Users of Government Department (정부원격근무서비스(GVPN)의 품질요인이 이용자 만족도에 미치는 영향에 관한 연구: 정부부처 이용자 중심으로)

  • Lee, Won Suk;Jang, Sang-hyun;Kim, Yeongdae;Shin, Yongtae
    • KIPS Transactions on Computer and Communication Systems
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    • v.10 no.1
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    • pp.15-28
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    • 2021
  • As the social distance has been strengthened by the COVID-19 Pandemics, telecommuting has spread, and government agencies have also begun telecommuting since March and are still maintaining a certain level. The Government's remote work service, Government Virtual Private Network (GVPN), which is essential to telecommuting of government agencies, is expected to cause a number of problems with the rapid increase in users in a short period of time. Therefore, a survey and statistical analysis were conducted to analyze the impact of the quality factors of GVPN on the users' satisfaction to the public officials of the government departments who are directly using it, and based on these results, we intend to derive the implications necessary for the improvement of GVPN for remote work in preparation for the full-fledged spread of the non-contact era.