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검색결과 503건 처리시간 0.03초

시각적 특징과 머신 러닝으로 악성 URL 구분: HTTPS의 역할 (Malicious URL Detection by Visual Characteristics with Machine Learning: Roles of HTTPS)

  • Sung-Won HONG;Min-Soo KANG
    • Journal of Korea Artificial Intelligence Association
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    • 제1권2호
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    • pp.1-6
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    • 2023
  • In this paper, we present a new method for classifying malicious URLs to reduce cases of learning difficulties due to unfamiliar and difficult terms related to information protection. This study plans to extract only visually distinguishable features within the URL structure and compare them through map learning algorithms, and to compare the contribution values of the best map learning algorithm methods to extract features that have the most impact on classifying malicious URLs. As research data, Kaggle used data that classified 7,046 malicious URLs and 7.046 normal URLs. As a result of the study, among the three supervised learning algorithms used (Decision Tree, Support Vector Machine, and Logistic Regression), the Decision Tree algorithm showed the best performance with 83% accuracy, 83.1% F1-score and 83.6% Recall values. It was confirmed that the contribution value of https is the highest among whether to use https, sub domain, and prefix and suffix, which can be visually distinguished through the feature contribution of Decision Tree. Although it has been difficult to learn unfamiliar and difficult terms so far, this study will be able to provide an intuitive judgment method without explanation of the terms and prove its usefulness in the field of malicious URL detection.

단어의미 추론에서 나타나는 아동의 마음이론 (Children's Inferring Word Meaning From Understanding of the Speaker's Mind)

  • 송영주
    • 아동학회지
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    • 제27권2호
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    • pp.167-180
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    • 2006
  • This study investigated how children rely on the mind of the speaker to infer unfamiliar words. Sixty 3 to 5-year-old children were interviewed individually with word inference and false belief tasks. Children's sensitivity to the speakers' intentions and prior experiences increased with age. Unexpectedly, their performance was not different with the condition of mind construct. Children's inferring word meanings were positively, but not significantly, correlated with understanding others' false beliefs.

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International Exchanges for Aspiring Students in Engineering Field

  • Sato, Takashi;Sakamoto, Shuichi;Shimizu, Tadaaki;Ikeda, Hideki;Oka, Tetsuo
    • 공학교육연구
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    • 제15권4호
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    • pp.3-7
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    • 2012
  • In 1996, the Faculty of Engineering, Niigata University, Japan entered an era of open student-exchange with Otto-von-Guericke-University Magdeburg, Germany. Thus far, more than 50 of our students have devoted anywhere from three months, to an entire year of their courses, to collaborative efforts with fellow students, (-and some cases, the local citizenry) -in their native environment experiencing unfamiliar education systems and cultures.

Bechet`s disease에 동반된 다발성 동맥류;1례 보고 (Bechet`s Disease with Multiple Aterial Abeurysm; A Case Report)

  • 조재호
    • Journal of Chest Surgery
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    • 제26권4호
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    • pp.316-319
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    • 1993
  • Although Behcet`s disease, characterized by oro-genital ulceration and ocular abnormalities, is rare and unfamiliar disease to thoracic surgeon, one must remember that it can cause serious complications on the vascular system such as thrombophlebitis,thrombotic obstuction and aneurysm.We report a case of multiple arterial aneurysms with Behcet`s disease. This 31 year-old female had five times surgical interventions during short period[19 months]. 6 aneurysms were developed in this case, 3 were spontaneous aneurysms, 2 were anastomotic aneurysms and 1 was false aneurysm due to arterial puncture.

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컨테이너와 팔레트 적재패턴에 대한 마이크로 컴퓨터 프로그램 (A Microcomputer Program for Loading Pattern of Pallet and Container)

  • 황학;임준묵
    • 산업공학
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    • 제5권2호
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    • pp.75-85
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    • 1992
  • A common problem for manufacturing industries, especially consumer goods industries, is how to establish standardized procedures for loading finished goods onto pallets or containers for subsequent storage and distribution. Utilizing previous research results on the palletizing problem, this paper develops micro-computer based programs which generate an optimum loading pattern leading to the minimum amount of unused pallet or container space. Development of pallet layout chart is also included in the computer programs. The results are displayed by computer-graphic. For the users who are unfamiliar with pallet loading problem and computer system, pull-down menu and user-computer interactive data input procedures are adopted.

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AHP 기법에 의한 금융위험관리 소프트웨어 평가에 관한 연구 (A Study on the Evaluation of Commercial Softwares for Bank Risk Management by AHP)

  • 최희성;황규승
    • 한국경영과학회지
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    • 제16권2호
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    • pp.51-51
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    • 1991
  • Recently financial institutions in Korea are experiencing an unfamiliar challenge in terms of their operational risk management due to the volatility of global financial market and the incessant development of new financial products. In this paper, we present an AHP(Analytic Hierarchy Process) model to evaluate the effectiveness of commercial softwares for risk management in banking. The AHP model considers software's performance. utility, serviceability and durability as major evaluation criteria. The weight of each criterion is generated by the questionnaire survey given to practitioners in risk management in domestic commercial banks.

기획특집 - 거가대교 침매터널의 설계 (Design of the Busan-Geoje Fixed Links Immersed tunnel)

  • 이정상
    • 기술사
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    • 제43권2호
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    • pp.30-33
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    • 2010
  • Immersed tunnel had been a rather new term in Korea before Busan-Geoje fixed link project was started and became known through the media. Although Korean is unfamiliar with the immersed tunnel, this construction method has a long history in the world. Busan-Geoje Fixed Link immersed tunnel consist of 18 elements and each element is approximately 180m long. These tunnel elements are prefabricated of reinforced concrete in a temporary dry dock and are towed to the site and lowered into final position in a dredged trench and are placed on a screeded gravel bed directly without temporary support.

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Visualizer: An Interactive Execution Tool for Java Programs

  • Kim, Hyung-Rok;Kim, Yong-Seok
    • 산업기술연구
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    • 제26권B호
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    • pp.215-220
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    • 2006
  • Effective use of debugging in computer science education is a topic that has received little attention. Existing tools either are too overwhelming for the novice or are too basic and inflexible. Furthermore, the integration of the debugger into complex IDEs have unfamiliar debuggers from students, resulting in a harmful proliferation of console I/O. In this paper, a new stand-alone educational debugging tool is presented, with simple but powerful tools for easily observing and modifying program execution state. This tool is analyzed from an user perspective, and is compared with existing tools.

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AHP 기법에 의한 금융위험관리 소프트웨어 평가에 관한 연구 (A Study on the Evaluation of Commercial Softwares for Bank Risk Management by AHP)

  • 최희승;황규승
    • 경영과학
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    • 제16권2호
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    • pp.51-59
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    • 1999
  • Recently financial institutions in Korea are experiencing an unfamiliar challenge in terms of their operational risk management due to the volatility of global financial market and the incessant development of new financial products. In this paper, we present an AHP(Analytic Hierarchy Process) model to evaluate the effectiveness of commercial softwares for risk management in banking. The AHP model considers software's performance. utility, serviceability and durability as major evaluation criteria. The weight of each criterion is generated by the questionnaire survey given to practitioners in risk management in domestic commercial banks.

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웨어러블 단말과 이웃 단말 간 기회기반 직접 사물통신 프로토콜 설계 (Protocol Design for Opportunistic Direct M2M Communication in Wearable Computing Environment)

  • 오영호;이재신;강순주
    • 한국통신학회논문지
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    • 제39C권2호
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    • pp.151-163
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    • 2014
  • 위치기반 서비스, 상황인지 서비스 등 다양한 응용 서비스들은 최근 개발되고 있는 웨어러블 디바이스와의 상호작용을 통해 착용자에게 다양한 서비스를 제공한다. 하지만 기존의 웨어러블 디바이스의 경우 서비스 사용을 위한 사용자의 의도적인 조작이 필요한 한계가 있어 단말 조작이 서툰 사용자들의 경우 서비스를 이용하는데 제약이 있다. 따라서 착용자가 누구든지 간에 응용 서비스를 이용할 수 있도록 사용자의 의도적인 설정과정 없이 이웃하는 단말들 간의 자율적인 통신이 필요하다. 본 논문에서는 블루투스 저에너지(BLE) 프로토콜 기반의 이동 단말의 실내 위치인지를 위한 B-LIDx 프로토콜과 이웃하는 단말들 간의 무설정 기회기반 직접 사물통신을 지원하는 B-PniP을 제안한다. 또한 실제 환경에서 이동 단말의 위치를 인지하는데 걸리는 시간과 B-PniP 서비스 사례별 서비스 소요 시간 측정을 통해 제안 프로토콜의 성능을 평가하였다.