• Title/Summary/Keyword: 검증 소프트웨어

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Design and development of non-contact locks including face recognition function based on machine learning (머신러닝 기반 안면인식 기능을 포함한 비접촉 잠금장치 설계 및 개발)

  • Yeo Hoon Yoon;Ki Chang Kim;Whi Jin Jo;Hongjun Kim
    • Convergence Security Journal
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    • v.22 no.1
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    • pp.29-38
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    • 2022
  • The importance of prevention of epidemics is increasing due to the serious spread of infectious diseases. For prevention of epidemics, we need to focus on the non-contact industry. Therefore, in this paper, a face recognition door lock that controls access through non-contact is designed and developed. First very simple features are combined to find objects and face recognition is performed using Haar-based cascade algorithm. Then the texture of the image is binarized to find features using LBPH. An non-contact door lock system which composed of Raspberry PI 3B+ board, an ultrasonic sensor, a camera module, a motor, etc. are suggested. To verify actual performance and ascertain the impact of light sources, various experiment were conducted. As experimental results, the maximum value of the recognition rate was about 85.7%.

Numerical simulation of debris flow behavior around cylindrical structures (원통형 구조물 주변 토석류 거동 수치모의)

  • Kim, Byung Joo;Paik, Joong Cheol
    • Proceedings of the Korea Water Resources Association Conference
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    • 2022.05a
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    • pp.93-93
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    • 2022
  • 최근 이상기후로 인하여 우리나라 산림에 태풍 및 국지성 호우가 빈번히 발생하고 있다. 이로 인해 사면재해가 많이 발생하고 있으며 그 중 호우로 인한 많은 양의 물과 함께 토석 및 부유물이 중력에 의해 경사면을 따라 흐름 형태를 보이는 토석류 재해는 속도가 매우 빠르고 파괴적이며 그 결과는 비참하기까지 하다. 더구나 인구밀도가 낮은 산지 계곡부 뿐만 아니라 도시지역에서도 토석류 재해가 빈번히 발생하며 국내 및 해외에서도 토석류에 의한 피해사례는 자주 볼 수 있다. 이러한 토석류 재해의 피해를 줄이고자 토석류의 유동성을 저감시키기 위한 대책구조물의 시공이 많이 이루어지고 있으며 최근에는 투과형 구조물 중 하나인 원통형 기둥구조물을 그룹 형태로의 시공하는 경우가 늘어나고 있다. 토석류와 대책구조물 간의 상호작용은 월류(overflow), 쳐오름(run-up), 역류(backwater) 등의 복잡한 흐름 거동을 보인다. 하지만 원통형 대책구조물에 대한연구가 많이 이루어져 있지 않고 대규모 실험 또한 비용이 많이 소요되고 실행하기도 어렵다. 이 연구는 오픈소스 소프트웨어인 OpenFOAM을 사용하여 원통형 대책구조물의 설치 조건에 따라 토석류 흐름에 미치는 영향을 분석하였다. 짧은 시간 내에 흐름이 발생하고 비뉴튼 유체 특성을 갖는 토석류의 유효전단응력이 난류전단응력에 비해 상당히 크므로 난류의 영향은 무시하였다. 계산된 수치모의의 결과를 같은 규모로 시행한 실험결과와 비교분석 및 검증하였다. 공학학적 문제에 적용 가능하도록 비교적 낮은 해상도의 계산 격자를 사용했지만 실험에서 보여지는 토석류의 흐름거동을 양호하게 재현했으며 원통형 대책구조물의 배치조건에 따라 토석류 선단부 유속의 감소 정도 및 시간에 따른 흐름깊이 변화를 분석할 수 있었다. 이 연구는 다양한 조건을 가지는 토석류 흐름을 해석하는데 유용하게 활용할 수 있으며, 추후 복잡한 실제지형 조건을 고려하는 연구를 통하여 적용성을 확보하고자 한다.

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A Study on the Fabrication of Facial Blend Shape of 3D Character - Focusing on the Facial Capture of the Unreal Engine (3D 캐릭터의 얼굴 블렌드쉐입(blendshape)의 제작연구 -언리얼 엔진의 페이셜 캡처를 중심으로)

  • Lou, Yi-Si;Choi, Dong-Hyuk
    • The Journal of the Korea Contents Association
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    • v.22 no.8
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    • pp.73-80
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    • 2022
  • Facial expression is an important means of representing characteristics in movies and animations, and facial capture technology can support the production of facial animation for 3D characters more quickly and effectively. Blendshape techniques are the most widely used methods for producing high-quality 3D face animations, but traditional blendshape often takes a long time to produce. Therefore, the purpose of this study is to achieve results that are not far behind the effectiveness of traditional production to reduce the production period of blend shape. In this paper, in order to make a blend shape, the method of using the cross-model to convey the blend shape is compared with the traditional method of making the blend shape, and the validity of the new method is verified. This study used kit boy developed by Unreal Engine as an experiment target conducted a facial capture test using two blend shape production techniques, and compared and analyzed the facial effects linked to blend shape.

Effective Speaker Recognition Technology Using Noise (잡음을 활용한 효과적인 화자 인식 기술)

  • Ko, Suwan;Kang, Minji;Bang, Sehee;Jung, Wontae;Lee, Kyungroul
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2022.07a
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    • pp.259-262
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    • 2022
  • 정보화 시대 스마트폰이 대중화되고 실시간 인터넷 사용이 가능해짐에 따라, 본인을 식별하기 위한 사용자 인증이 필수적으로 요구된다. 대표적인 사용자 인증 기술로는 아이디와 비밀번호를 이용한 비밀번호 인증이 있지만, 키보드로부터 입력받는 이러한 인증 정보는 시각 장애인이나 손 사용이 불편한 사람, 고령층과 같은 사람들이 많은 서비스로부터 요구되는 아이디와 비밀번호를 기억하고 입력하기에는 불편함이 따를 뿐만 아니라, 키로거와 같은 공격에 노출되는 문제점이 존재한다. 이러한 문제점을 해결하기 위하여, 자신의 신체의 특징을 활용하는 생체 인증이 대두되고 있으며, 그중 목소리로 사용자를 인증한다면, 효과적으로 비밀번호 인증의 한계점을 극복할 수 있다. 이러한 화자 인식 기술은 KT의 기가 지니와 같은 음성 인식 기술에서 활용되고 있지만, 목소리는 위조 및 변조가 비교적 쉽기에 지문이나 홍채 등을 활용하는 인증 방식보다 정확도가 낮고 음성 인식 오류 또한 높다는 한계점이 존재한다. 상기 목소리를 활용한 사용자 인증 기술인 화자 인식 기술을 활용하기 위하여, 사용자 목소리를 학습시켰으며, 목소리의 주파수를 추출하는 MFCC 알고리즘을 이용해 테스트 목소리와 정확도를 측정하였다. 그리고 악의적인 공격자가 사용자 목소리를 흉내 내는 경우나 사용자 목소리를 마이크로 녹음하는 등의 방법으로 획득하였을 경우에는 높은 확률로 인증의 우회가 가능한 것을 검증하였다. 이에 따라, 더욱 효과적으로 화자 인식의 정확도를 향상시키기 위하여, 본 논문에서는 목소리에 잡음을 섞는 방법으로 화자를 인식하는 방안을 제안한다. 제안하는 방안은 잡음이 정확도에 매우 민감하게 반영되기 때문에, 기존의 인증 우회 방법을 무력화하고, 더욱 효과적으로 목소리를 활용한 화자 인식 기술을 제공할 것으로 사료된다.

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Numerical Modelling Techniques of VPMM for Manta Type UUV (만타형 UUV의 VPMM 전산해석기법 개발)

  • Sang-Eui Lee
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
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    • 2023.05a
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    • pp.151-151
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    • 2023
  • An accurate prediction of the hydrodynamic maneuvering darivatives is essential to desing a robust control system of a UUV(unmanned underwater vehicle). Typically, these derivatives were estimated by either the towing tank experiment or semi-empirical methods. With the enhancement of high performance computing capacity, a numerical analysis using computational fluid dynamics has reach the level of experiment. Therefore, the aims of the present research are to numerically develop a computational model for the vertical planar motion mechanism of a UUV and to estimate the hydrodynamics loads in 6-DOF. The target structure of the present study was manta type UUV (12meter length). The numerical model was developed in 1/ 6 model scale. Numerical results were compared with the results of the towing tank experiment for validation. In the present study, a commercial RANS-based viscous solver STARCCM+ (ver 17.06) was used.

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A Study on Establishment of Evaluation Criteria for Anti-Virus Performance Test (Anti-Virus 성능 시험을 위한 평가 기준 수립 연구)

  • Jeongho Lee;Kangsik Shin;Youngrak Ryu;Dong-Jae Jung;Ho-Mook Cho
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.33 no.5
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    • pp.847-859
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    • 2023
  • With the recent increase in damage caused by malcious codes using software vulnerabilities in Korea, it is essential to install anti-virus to prevent malicious codes, However, it is not easy for general users to know which anti-virus product has good performance or whether it is suitable for their environment. There are many institutions that provide information on anti-virus performance outside of korea, and these institutions have established their own test environments and test evaluation items, but they do not disclose detailed test environment information, detailed test evaluation items, and results. In addition, existing quality evaluation studies are not suitable for the evaluating the latest anti-virus products because there are many evaluation criteria that do not meet anti-virus product evaluation. Therefore, this paper establishes detailed anti-virus evaluation metrics suitable for the latest anti-virus evaluation and applies them to 9 domestic and foreign anti-virus products to verify the functions and performance of anti-viruses.

Algorithmic Price Discrimination and Negative Word-of-Mouth: The Chain Mediating Role of Deliberate attribution and Negative Emotion

  • Wei-Jia Li;Yue-Jun Wang;Zi-Yang Liu
    • Journal of the Korea Society of Computer and Information
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    • v.28 no.10
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    • pp.229-239
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    • 2023
  • This study aims to explore the impact of algorithmic price discrimination on negative word-of-mouth (NWOM) through the lens of attribution theory. It also examines the mediating roles of intentional attributions and negative emotions, as well as the moderating effect of price sensitivity. For this study, 772 consumers who had purchased flight tickets completed a questionnaire survey, and the collected data were analyzed and tested using SPSS 27.0 and AMOS 24.0 software. The research findings reveal that algorithmic price discrimination has a significant positive impact on intentional attributions, negative emotions, and NWOM. Specifically, deliberate attributions and negative emotions mediate the relationship between algorithmic price discrimination and NWOM, while price sensitivity positively moderates the relationship between negative emotions and NWOM. Therefore, companies should consider disclosing algorithm details transparently in their marketing strategies to mitigate consumers' negative emotions and implement targeted strategies for consumers with different levels of price sensitivity to enhance positive word-of-mouth.

Secure Boot Security Requirements for Cryptographic Modules against Supply Chain Threats (공급망 위협에 대응하기 위한 암호모듈의 안전한 부팅 보안 요구사항 제안)

  • Jong Wook Park;Sanghan Lee;Bonseok Koo;Seon Yeob Baek;Sang Yun Han
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.33 no.6
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    • pp.989-1000
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    • 2023
  • In order to respond to supply chain threats, active research and development efforts are underway for software tamper prevention technologies such as Secure Boot and management systems like Software Bill of Materials(SBOM). Particularly, the Trusted Computing Group (TCG) is introducing standards for Trusted Platform Module(TPM) to provide a secure and trustworthy computing boot environment. This paper emphasizes the need for introducing secure booting technology for cryptographic modules to ensure that they remain safe and provide reliable functionality even in the face of supply chain threats. Furthermore, it analyzes vulnerabilities in cryptographic modules verified by the ISO/IEC 19790 standard and proposes security requirements for secure booting of cryptographic modules to address these vulnerabilities.

A Study on the Improvement of IoT Network Performance Test Framework using OSS (개방형 SW를 이용한 IoT 네트워크 성능시험기 개선에 관한 연구)

  • Joung Youngjun;Jeong Yido;Lee SungHwa;Kim JinTae
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.23 no.6
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    • pp.97-102
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    • 2023
  • This study is to provide improvement of tester for IoT system, which has recently become diversified and large-scale and It is about a method to improve the packet processing performance of the tester and securing flexibility in traffic protocol creation and operation. The purpose of this study is to design a OSS DPDK-based high-speed IoT network performance test system, which pre-verifies and measures the performance of data traffic transmission in an increasingly sophisticated high-capacity IoT network system. The basic structure of the high-speed IoT performance tester was designed using a DPDK-based traffic generator, the expected effect was suggested to traffic modeling and packet generation capability when the system was applied through experiments

Design of Communication Module for Virtual Serial Wireless LAN (가상 시리얼 무선랜 통신 모듈 설계)

  • Jang-Geun Ki
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.23 no.5
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    • pp.35-40
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    • 2023
  • In this paper, a serial wireless LAN virtual communication module that allows microprocessors to communicate wirelessly with other peripheral devices is developed as part of a study to build an online virtual experiment system that allows them to practice virtually anytime, anywhere in microprocessor application education in electrical and electronic control engineering. The developed module is connected to the microprocessor in the virtual experiment system through serial interface. The serial data is sent to and received from peripheral devices through the wireless LAN interface of the host computer where the virtual experiment software is being performed. In order to verify the function of the developed serial wireless LAN virtual communication module, experiments were conducted in which a microprocessor in the virtual experiment system exchanged data with an Android smartphone through a wireless LAN interface of a host computer. The developed serial wireless LAN communication module is expected to enable virtual microprocessors to communicate with surrounding real devices through wireless LAN, which can be efficiently used in microprocessor application education.