• Title/Summary/Keyword: Se301

Search Result 81, Processing Time 0.024 seconds

A Study on the Logging System Design Suggestion Using Machine Learning (머신러닝을 사용한 로그수집 시스템 설계 제안에 관한 연구)

  • Seo, Deck-Won;Yooun, Ho-sang;Shin, Dong-Il;Shin, Dong-Kyoo
    • Proceedings of the Korea Information Processing Society Conference
    • /
    • 2017.11a
    • /
    • pp.299-301
    • /
    • 2017
  • 현대사회에서는 사이버 해킹 공격이 많이 일어나고 있다. 공격이 증가함에 따라 이를 다양한 방법으로 방어하고 탐지하는 연구가 많이 이루어지고 있다. 본 논문은 OpenIOC, STIX, MMDEF 등과 같은 공격자의 방법론 또는 증거를 식별하는 기술 특성 설명을 수집해 놓은 표현들을 기반을 머신러닝과 logstash라는 로그 수집기를 결합하는 새로운 시스템을 제안한다. 시스템은 pc에 공격이 가해졌을 때 로그 수집기를 사용하여 로그를 수집한 후에 로그의 속성 값들의 리스트를 가지고 머신러닝 알고리즘을 통해 학습시켜 분석을 진행한다. 향후에는 제안된 시스템을 실시간 처리 머신러닝 알고리즘을 사용하여 필요로그정보의 구성을 해주면 자동으로 로그정보를 수집하고 필터와 출력을 거쳐 학습을 시켜 자동 침입탐지시스템으로 발전할 수 있을 것이라 예상된다.

Time Variant Event Ontology for Temporal People Information

  • Han, Yong-Jin;Park, Se-Young;Park, Seong-Bae;Lee, Young-Hwa;Kim, Kweon-Yang
    • International Journal of Fuzzy Logic and Intelligent Systems
    • /
    • v.7 no.4
    • /
    • pp.301-306
    • /
    • 2007
  • The people information is distributed in various forms such as database, web page, text, and so on, where the world wide web is one of the main sources of publicly-available people information. It has a characteristic that the information on people is intrinsically temporal. Therefore, the reconstruction of the information is needed for an individual or a company to use it efficiently. In order to maintain or manage the temporal people information, it must distinguish the variable information from invariable information of people. In this paper, we propose a method that constructs an ontology based on events to manage the variable people information efficiently. In addition, we present a system which reconstructs people information that satisfies the users' demand with the ontology.

Wearable Human Health-monitoring Band using Inkjet-printed Flexible Temperature Sensor

  • Han, Dong Cheul;Shin, Han Jae;Yeom, Se Hyeok;Lee, Wanghoon
    • Journal of Sensor Science and Technology
    • /
    • v.26 no.5
    • /
    • pp.301-305
    • /
    • 2017
  • This paper presents a wearable human health-monitoring band. The band consists of a body temperature detector (BTD) and a hear rate detector (HRD). The BTD and HRD are realized using an inkjet-printed flexible temperature sensor and a commercial heart rate sensor module, respectively. The sensitivity of the fabricated BTD was found to be $-31/^{\circ}C$ with a linearity of 99.82%. The HRD using the commercial heart rate sensor module has a good performance with a standard deviation of 0.85 between the data of a commercial smart watch and the fabricated HRD.

Probabilistic Model-based Music Recommendation System (확률 모델-기반의 음악 검색 시스템)

  • An, Se-gun;Kim, Hyun-Tae;Ahn, Chang Wook
    • Proceedings of the Korea Information Processing Society Conference
    • /
    • 2009.11a
    • /
    • pp.301-302
    • /
    • 2009
  • 현대 사회는 수많은 정보가 존재한다. 영화, 책, 옷, 전자제품 등 수많은 정보 속에서 자신이 원하는 정보를 얻기란 매우 어려운 일이며 많은 시간과 노력을 기울여서 하나하나 찾는 것은 비효율 적이므로 자주 찾았던 정보를 모아서 검색해주는 시스템의 수요가 증가하는 추세이다. 본 논문은 그 정보 중에 사람들이 많이 관심 갖고 자주 들으며, 또 수많은 많은 개체가 존재하는 음악에 관한 것으로 음악정보를 분석한 후 확률에 기반 하여 그와 비슷한 음악을 검색해주는 시스템이다. 확률적인 요소로 인하여 비슷한 음악뿐만 아니라 새로운 음악도 찾아주므로 사용자의 감정변화에 따른 다양한 곡의 유연한 검색이 가능하다.

A Study on How Understanding of Explosive Structure Impacts on X-ray Reading Ability (폭발물의 구조이해가 X-ray 판독능력에 미치는 영향 연구)

  • Jeong, Jin-Man;Jeong, Yeon-Wan;Cho, Yong-Hoon;Oh, Se-Jin
    • Proceedings of the Korean Society of Disaster Information Conference
    • /
    • 2017.11a
    • /
    • pp.301-302
    • /
    • 2017
  • 본 연구는 중요시설 보안검색에서 기초가 되는 X-ray검색에서 판독요원들의 판독능력 향상 방법에 대한 연구를 목적으로 한다. 특히 색상과 구조로 판독하는 지금의 방법에서 대부분 폭발물에 대한 기초지식만으로 판독이 진행되고 있어 폭발물의 구조이해의 필요성을 강조하고 폭발물의 구조이해가 X-ray 판독능력 향상에 도움이 될 것이라는 가설을 설정하여 연구 과제를 도출하고 있다.

  • PDF

The Characteristics of Chalcogenide $Ge_1Se_1Te_2$ Thin Film for Nonvolatile Phase Change Memory Device (비휘발성 상변화메모리소자에 응용을 위한 칼코게나이드 $Ge_1Se_1Te_2$ 박막의 특성)

  • Lee, Jae-Min;Chung, Hong-Bay
    • The Transactions of the Korean Institute of Electrical Engineers C
    • /
    • v.55 no.6
    • /
    • pp.297-301
    • /
    • 2006
  • In the present work, we investigate the characteristics of new composition material, chalcogenide $Ge_1Se_1Te_2$ material in order to overcome the problems of conventional PRAM devices. The Tc of $Ge_1Se_1Te_2$ bulk was measured $231.503^{\circ}C$ with DSC analysis. For static DC test mode, at low voltage, two different resistances are observed. depending on the crystalline state of the phase-change resistor. In the first sweep, the as-deposited amorphous $Ge_1Se_1Te_2$ showed very high resistance. However when it reached the threshold voltage(about 11.8 V), the electrical resistance of device was drastically reduced through the formation of an electrically conducting path. The phase transition between the low conductive amorphous state and the high conductive crystal]me state was caused by the set and reset pulses respectively which fed through electrical signal. Set pulse has 4.3 V. 200 ns. then sample resistance is $80\sim100{\Omega}$. Reset pulse has 8.6 V 80 ns, then the sample resistance is $50{\sim}100K{\Omega}$. For such high resistance ratio of $R_{reset}/R_{set}$, we can expect high sensing margin reading the recorded data. We have confirmed that phase change properties of $Ge_1Se_1Te_2$ materials are closely related with the structure through the experiment of self-heating layers.

Evaluation of Some Biochemical Parameters and Brain Oxidative Stress in Experimental Rats Exposed Chronically to Silver Nitrate and the Protective Role of Vitamin E and Selenium

  • Gueroui, Mouna;Kechrid, Zine
    • Toxicological Research
    • /
    • v.32 no.4
    • /
    • pp.301-309
    • /
    • 2016
  • Due to undesirable hazardous interactions with biological systems, this investigation was undertaken to evaluate the effect of chronic exposure to silver on certain biochemical and some oxidative stress parameters with histopathological examination of brain, as well as the possible protective role of selenium and/or vitamin E as nutritional supplements. Thirty six male rats were divided into six groups of six each: the first group used as a control group. Group II given both vitamin E (400 mg/kg) of diet and selenium (Se) (1 mg/L) in their drinking water. Group III given silver as silver nitrate ($AgNO_3$) (20 mg/L). Group IV given vitamin E and $AgNO_3$. Group V given both $AgNO_3$ and selenium. Group VI given $AgNO_3$, vitamin E and Se. The animals were in the same exposure conditions for 3 months. According to the results which have been obtained; there was an increase in serum lactate dehydrogenase (LDH), lipase activities and cholesterol level, a decrease in serum total protein, calcium and alkaline phosphatase (ALP) activity in Ag-intoxicated rats. Moreover, the findings showed that $Ag^+$ ions affected antioxidant defense system by decreasing superoxide dismutase (SOD) activity and increasing vitamin E concentration with a high level of malondialdehyde (MDA) in brain tissue. The histological examination also exhibited some nervous tissue alterations including hemorrhage and cytoplasm vacuolization. However, the co-administration of selenium and/or vitamin E ameliorated the biochemical parameters and restored the histological alterations. In conclusion, this study indicated that silver could cause harmful effects in animal body and these effects can be more toxic in high concentrations or prolonged time exposure to this metal. However, selenium and vitamin E act as powerful antioxidants which may exercise adverse effect against the toxicity of this metal.

Evaluation of University Library Efficiency Using Data Envelopment Analysis (DEA를 적용한 대학도서관의 효율성 평가)

  • Jung, Young-Mi
    • Journal of the Korean BIBLIA Society for library and Information Science
    • /
    • v.22 no.4
    • /
    • pp.301-315
    • /
    • 2011
  • DEA(Data Envelopment Analysis) is useful to measure the relative efficiency of organizational units where the presence of multiple inputs and outputs. This study applied DEA-CCR and DEA-BCC to evaluate the technical, pure technical, and scale efficiency of 29 university libraries. The input variables were number of books, print edition expenses, building space, staff, number of seats. As output variables we estimated: reader visits, number of borrowed items, number of visitors. It was found out that number of libraries with 100% relative efficiency among 29 libraries were 13. Also the results shows that main reason of inefficiency was from scale rather than from pure technical. Many inefficient libraries were operations of increasing return to scale.

Production of Recombinant Polyhedra Containing Cry1Ac Fusion Protein in Insect Cell Lines

  • Kim, Jae-Su;Choi, Jae-Young;Roh, Jong-Yul;Lee, Han-Young;Jang, Seung-Sik;Je, Yeon-Ho
    • Journal of Microbiology and Biotechnology
    • /
    • v.17 no.5
    • /
    • pp.739-744
    • /
    • 2007
  • Insect cell lines and the control of infection for obtaining the maximum amount of polyhedrin-Cry1Ac-polyhedrin fusion protein from Bactrus in monolayer and suspension culture systems were tested. Growth rates of the Trichoplusia ni(High-Five) cell line in both culture systems were better than the other insect cell lines, Spodoptera frugiferda(Sf-9, Sf-21), Trichoplusia ni(Tn5), and Spodoptera exigua(Se301). The expression of the fusion protein in a monolayer culture showed that Se301 cells were 2.3-4.8 times more productive on a per cell basis than the other cell lines. However, in suspension culture, only High-Five cells were productive. High-Five cells infected with Bactrus at a multiplicity of infection(MOI) of 5 and a cell density of $3.0{\times}10^5$ cells per ml were more productive than the other infection condition in a suspension culture suitable for a large-scale production of baculovirus. In conclusion, for the large-scale production of Bactrus in vitro, High-Five cells showing good growth and high productivity are suitable.

Novel Phenol Resin Carbonizing Method for Carbon Interlayer Coating between Reinforcing Fiber and Matrix in Fiber Reinforced Ceramic Composite (페놀수지 탄화 코팅법을 이용한 섬유강화 복합재료 계면 형성에 관한 연구)

  • Kim, Se-Young;Woo, Sang-Kuk;Han, In-Sub
    • Journal of the Korean Ceramic Society
    • /
    • v.46 no.3
    • /
    • pp.301-305
    • /
    • 2009
  • The novel carbon coating process for interlayer of fiber reinforced ceramic composites between fiber and matrix was performed by carbonizing phenolic resin solution that coated on fiber surface in $N_2$ atmosphere at $600^{\circ}C$ to improve the strength and fracture toughness of CMC(ceramic matrix composite). 160 nm carbon layer was coated on fiber surface with 5 vol% of phenolic resin solution. Since the process temperature ($600^{\circ}C$) is lower than chemical vapor deposition($900{\sim}1000^{\circ}C$), the strength and toughness could be preserved. Furthermore the coating thickness uniformity was improved to 8% of deviation along the stacking sequence. Therefore, prevention from fiber degradation during coating process and controlling coating thickness uniformity along the preform depth were achieved by coating with phenolic resin carbonizing method.