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Detecting Abnormalities in Fraud Detection System through the Analysis of Insider Security Threats (내부자 보안위협 분석을 통한 전자금융 이상거래 탐지 및 대응방안 연구)

  • Lee, Jae-Yong;Kim, In-Seok
    • The Journal of Society for e-Business Studies
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    • v.23 no.4
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    • pp.153-169
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    • 2018
  • Previous e-financial anomalies analysis and detection technology collects large amounts of electronic financial transaction logs generated from electronic financial business systems into big-data-based storage space. And it detects abnormal transactions in real time using detection rules that analyze transaction pattern profiling of existing customers and various accident transactions. However, deep analysis such as attempts to access e-finance by insiders of financial institutions with large scale of damages and social ripple effects and stealing important information from e-financial users through bypass of internal control environments is not conducted. This paper analyzes the management status of e-financial security programs of financial companies and draws the possibility that they are allies in security control of insiders who exploit vulnerability in management. In order to efficiently respond to this problem, it will present a comprehensive e-financial security management environment linked to insider threat monitoring as well as the existing e-financial transaction detection system.

The Association between cardiovascular disease and Periodontal Disease on Convergence Study in Adults over Age 40. (40세이상 성인의 심혈관질환과 치주질환 관련성에 관한 융합적 연구)

  • Lee, Yeon-Kyoung;Kim, Min-A
    • Journal of the Korea Convergence Society
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    • v.10 no.4
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    • pp.65-71
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    • 2019
  • The purpose of this study was to investigate the relationship between cardiovascular disease and periodontal disease. The subjects were 3,149 adults over 40 years of age using the third year National Health and Nutrition Examination Survey (2015). Data were analyzed using the SPSS 22.0 program. As a result, the relationship between cardiovascular disease and periodontal disease was 1.27 times higher in obesity group compared to normal group, when adjusted for disturbance variables (age, smoking status, drinking status, income) In hypertensive patients, the hypertension group had a 1.32-fold higher risk of periodontal disease when the disturbance variables (age, smoking status, drinking status, income) were adjusted compared to those without hypertension. Therefore, cardiovascular disease is associated with periodontal disease, and it can be used as a good basis for educational and preventive measures to reduce or prevent the incidence of cardiovascular disease and periodontal disease in the future.

Policy-based In-Network Security Management using P4 Network DataPlane Programmability (P4 프로그래머블 네트워크를 통한 정책 기반 인-네트워크 보안 관리 방법)

  • Cho, Buseung
    • Convergence Security Journal
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    • v.20 no.5
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    • pp.3-10
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    • 2020
  • Recently, the Internet and networks are regarded as essential infrastructures that constitute society, and security threats have been constantly increased. However, the network switch that actually transmits packets in the network can cope with security threats only through firewall or network access control based on fixed rules, so the effective defense for the security threats is extremely limited in the network itself and not actively responding as well. In this paper, we propose an in-network security framework using the high-level data plane programming language, P4 (Programming Protocol-independent Packet Processor), to deal with DDoS attacks and IP spoofing attacks at the network level by monitoring all flows in the network in real time and processing specific security attack packets at the P4 switch. In addition, by allowing the P4 switch to apply the network user's or administrator's policy through the SDN (Software-Defined Network) controller, various security requirements in the network application environment can be reflected.

The RNA Base Over 95% of Onju Citrus and Coffee Genes Cut & Paste Based on The BCJM Matrix with Chargaff-Shannon Entropy (BCJM 행렬 및 Chargaff 법칙과 Shannon Entropy에 의한 RNA 유전자 비율이 95%이상인 온주감귤과 귤의 유전자 조합)

  • Lee, Sung Kook;Kim, Jeong Su;Lee, Moon Ho
    • The Journal of the Convergence on Culture Technology
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    • v.8 no.4
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    • pp.415-422
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    • 2022
  • The heterogeneous Onju citrus genes (A=20.57, C=32.71, G=30.01, U=16.71%) and coffee genes (A=20.66, C=31.76, G=30.187, U=16.71%) have the same genetic ratio of 95% or more. It is known that gene compatibility is generally not possible with this group. However, it can be grafted if the conditions of Chargaff rule and Shannon Entropy are met with gene functional-similarity of more than 95%, and it becomes a new breed of Coffrange. We calculated the world's first BCJM matrix for DNA-RNA and published it in US patents and international journals. All animals and viruses are similar to human genes. Based on this, it was announced in June in the British matrix textbook by solving the genetic characteristics of COVID-19 and the human body. In plants, it is treated with BCJM-Transposon treatment, a technique that easily changes gene location. Simulation predicted that the matrix could be successful with Cut & Paste and Transpose.

Characteristics of Biochar Derived from Lignocellulosic Biomass and Effect of Adsorption of Methylene Blue (목질계 바이오매스 유래 바이오차의 특성과 메틸렌블루 흡착 효과)

  • Yoon-Jung Shin;Dae-Yeon Song;Eun-Ju Lee;Jae-Won Lee
    • Applied Chemistry for Engineering
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    • v.34 no.2
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    • pp.153-160
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    • 2023
  • In this study, biochar was produced from biomass waste, and its methylene blue adsorption capacity was evaluated. The major components of the biomass were cellulose, hemicellulose, and lignin. Ash content was high in waste wood. Carbonization yield decreased as carbonization temperature increased, as did hydrogen and oxygen content, but carbon content increased. Increased carbonization temperature also increased the specific surface area and micropores of biochar. At 600 ℃, biochar had the highest specific surface area (216.15~301.80 m2 /g). As a result of methylene blue adsorption on biochar carbonized at 600 ℃, oak, waste wood, and pruned apple tree branches fit the Freundlich model, while pruned peach tree branches fit the Langmuir model. In the adsorption kinetics of methylene blue on biochar, oak and pruned peach tree branches fit a pseudo-first-order model, while waste wood and pruned apple tree branches fit a pseudo-second-order model.

The Significance of School Sports Club Activities: Focused on Middle School Students (학교스포츠클럽활동의 의미: 중학생들을 중심으로)

  • Lee, Sang-min;Lee, Keun-Mo;Jang, Seung-Hyun
    • 한국체육학회지인문사회과학편
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    • v.57 no.1
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    • pp.59-70
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    • 2018
  • This study is aimed to examine what school sports club activities mean to middle school students. To attain this objective, this study first investigated what kinds of peer culture school sports club activities form, and second, what kind of time school sports club is for the students. For the research method, a qualitative research method was employed combining in-depth interview and participatory observation. The results showed that first, the students were creating the peer culture of games, communication, and relaxation through school sports club activities. Though fighting sometimes, the boy students were really enjoying sports games with their friends according to their own rules. On the other hand, girls were enjoying the relationship with friends, more focusing on communication and relaxation than on playing sports game itself. Second, the students thought of school sports club activities as an exit. Those students who lacked leisure time regarded school sports club activity as a time to play with friends, to escape from the pressure of good grades, and different from physical education.

Development of Integrated Flood Analysis Platform in the EDC Smart City (EDC 스마트시티 홍수분석 통합플랫폼 개발)

  • Lee, Sung Hack;Koo, Bohn Hyun;Shim, Kyu Cheoul
    • Proceedings of the Korea Water Resources Association Conference
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    • 2020.06a
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    • pp.354-354
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    • 2020
  • 최근 기후변화로 인하여 극한 강우사상이 증가하고 있으며, 이에 대한 재해 위험도도 커지고 있는 추세이다. 서낙동강 지역에서는 부산 에코델타 스마트시티 조성사업이 2023년 완공을 목표로 개발을 진행 중이다. 부산 에코델타 스마트시티는 대저수문과 녹산수문이 각각 상/하류에 위치하고 있으며, 스마트시티가 위치한 좌안에는 평강천이 유입하고 우안에는 대감천, 예안천, 주중천, 신어천, 금천천, 조만강 및 지사천이 유입하고 있다. 스마트시티의 대저수문과 녹산수문 구간은 4월-10월 기간 동안 주변지역 농업용수 공급을 위하여 하계의 일시적인 방류를 제외하면 연중 담수가 이루어지는 전형적인 하천형 저수지의 특성을 가지고 있다. 낙동강의 홍수예보는 낙동강의 본류 구간만을 대상으로 수행하고 있으며, 스마트시티 구간은 주로 수질에 관한 연구가 수행되어 왔다. 그러나 스마트시티의 조성과 함께 서낙동강 구간의 홍수 영향 분석의 필요성이 제기되고 있으나 스마트시티 하천구간을 대상으로 한 홍수분석은 거의 수행된 바가 없다. 본 연구에서는 부산에코델타 스마트시티 구간을 대상으로 시나리오 기반의 홍수분석을 수행할 수 있는 웹기반 통합플랫폼을 개발하였다. 홍수분석에 필요한 자료는 에코델타 스마트시티 개발계획을 기반으로 단기유출모의, 하천흐름모의 및 도시유출모의를 연계하여 분석을 실시할 수 있도록 하였다. 홍수분석을 실시함에 있어 대상 하천구간의 농업용수이용, 수문조작 기준을 고려하였다. 단기유출모의는 홍수통제소의 유출분석을 위하여 사용되는 저류함수법을 적용하였으며, 하천흐름 모의는 미국 공병단에서 개발한 HEC-RAS모형을 적용하였으며, 하천흐름모형의 결과를 미국 환경청(EPA) 도시유출모형인 SWMM과 연계할 수 있도록 하였다. 대상 구간의 하천 취수량을 산정하기 위하여 일별 담수심추적법을 활용한 논 농업용수 수요량을 산정하여 반영하고, 농업용수 수요량에 따른 저수량과 수문운영 룰을 고려하였다. 또한 부산에코델타 스마트시티의 개발에 따른 상태 변화를 반영할 수 있도록 웹기반으로 사용자가 시나리오를 설정하고 각 모형의 입력자료와 매개변수를 조정할 수 있도록 하였다. 본 연구의 결과는 부산에코델타 스마트시티의 개발에 있어 홍수위험을 분석 및 평가하는데 활용될 수 있을 것으로 판단되며, 이를 활용하여 홍수에 안전한 부산에코델타 스마트시티를 만들 수 있을 것으로 기대된다.

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Smart Electric Wheelchair using Eye-Tracking (아이트래킹을 이용한 스마트 전동휠체어)

  • Kim, Tae-Sun;Yoon, Seung-Mok;Kim, Tae-Seong;Park, Hyeon-Kyeong;Park, Seong-Hwan;Kim, Woo-Jong;Jeong, Sang-Su;Jang, Young-Sang;Jung, Hyo-Jin;Park, Su-Bin
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2020.07a
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    • pp.259-260
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    • 2020
  • 기존의 전동휠체어를 사용하는 약자 또는 중증 장애인 등 지체(肢體)가 불편한 사람들이 휠체어 사용 시 생기는 문제점을 해소할 목적으로 시작되었다. 이는 전동휠체어가 보행 기구임에도 자동차에 준하는 교통사고에 대해 무방비하게 노출되고, 중증 장애인에 대한 이동권 보장이 아직 미흡하여 생기는 문제이다. 따라서 본 연구에서는 이러한 문제로 인한 불편함을 해소하고자 아이트래킹을 이용한 스마트 전동휠체어 기술을 적용하고자 한다. 루게릭병 등으로 인해 지체(肢體)의 움직임에 제한이 있는 사람들에게 보호자가 밀어주는 휠체어에 의존하는 것이 아닌 Eye-Tracker를 이용한 시선 추적(Eye-Tracking) 기술로 휠체어 동작이 가능하다. Web-Cam과 라즈베리 파이를 통해 얻은 전·후·좌·우의 영상정보를 디스플레이 화면에 송출한다. 그 후 Eye-Tracking 기술을 이용해 디스플레이 화면에 표시된 전·후·좌·우 이동에 관한 UI(User Interface)룰 사용자가 송출된 영상을 보면서 눈의 움직임만으로 선택해 휠체어의 방향을 제어한다. 또한 전동휠체어의 조작 실수로 다른 행인 또는 장애물과 충돌하는 문제점을 초음파 센서를 이용하여 일정 거리 내에 사물이나 사람이 있을 경우 디스플레이 화면에 경고표시 및 경고음, 각 초음파 센서 위치에 맞는 LED작동으로 사용자들에게 추돌 위험경고와 함께 장애물의 위치파악이 가능하도록 한다. 따라서 스마트 전동휠체어를 통하여 수동적인 움직임이 아닌 능동적이고, 초음파 센서로 인해 안전한 이동이 가능하게 한다.

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Machine Learning Based APT Detection Techniques for Industrial Internet of Things (산업용 사물인터넷을 위한 머신러닝 기반 APT 탐지 기법)

  • Joo, Soyoung;Kim, So-Yeon;Kim, So-Hui;Lee, Il-Gu
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2021.10a
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    • pp.449-451
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    • 2021
  • Cyber-attacks targeting endpoints have developed sophisticatedly into targeted and intelligent attacks, Advanced Persistent Threat (APT) targeting the Industrial Internet of Things (IIoT) has increased accordingly. Machine learning-based Endpoint Detection and Response (EDR) solutions combine and complement rule-based conventional security tools to effectively defend against APT attacks are gaining attention. However, universal EDR solutions have a high false positive rate, and needs high-level analysts to monitor and analyze a tremendous amount of alerts. Therefore, the process of optimizing machine learning-based EDR solutions that consider the characteristics and vulnerabilities of IIoT environment is essential. In this study, we analyze the flow and impact of IIoT targeted APT cases and compare the method of machine learning-based APT detection EDR solutions.

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Furfural Production From Xylose by Using Formic Acid and Sulfuric Acid (포름산 및 황산 촉매를 이용한 자일로스로부터 푸르푸랄 생산)

  • Lee Seungmin ;Kim Jun Seok
    • Korean Chemical Engineering Research
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    • v.61 no.4
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    • pp.561-569
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    • 2023
  • Furfural is a platform chemical that is produced from xylose, one of the hemicellulose components of lignocellulosic biomass. Furfural can be used as an important feedstock for phenolic compounds or biofuels. In this study, we compared and optimized the conditions for producing furfural from xylose in a batch system using two types of catalysts: sulfuric acid, which is commonly used in the furfural production process, and formic acid, which is an environmentally friendly catalyst. We investigated the effects of xylose initial concentration (10 g/L~100 g/L), reaction temperature (140~200 ℃), sulfuric acid catalyst (1~3 wt%), formic acid catalyst (5~10 wt%), and reaction time on the furfural yield. The optimal conditions according to the type of catalyst were as follows. For sulfuric acid catalyst, 3 wt% of catalyst concentration, 50 g/L of xylose initial concentration, 180 ℃ of temperature, and 10min of reaction time resulted in a maximum furfural yield of 59.0%. For formic acid catalyst, 5 wt% of catalyst concentration, 50 g/L of xylose initial concentration, 180 ℃ of temperature, and 150 min of reaction time resulted in a furfural yield of 65.3%.