• Title/Summary/Keyword: anomalous behavior

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Clustering Normal User Behavior for Anomaly Intrusion Detection (비정상행위 탐지를 위한 사용자 정상행위 클러스터링 기법)

  • Oh, Sang-Hyun;Lee, Won-Suk
    • The KIPS Transactions:PartC
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    • v.10C no.7
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    • pp.857-866
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    • 2003
  • For detecting an intrusion based on the anomaly of a user's activities, previous works are concentrated on statistical techniques in order to analyze an audit data set. However. since they mainly analyze the average behavior of a user's activities, some anomalies can be detected inaccurately. In this paper, a new clustering algorithm for modeling the normal pattern of a user's activities is proposed. Since clustering can identify an arbitrary number of dense ranges in an analysis domain, it can eliminate the inaccuracy caused by statistical analysis. Also, clustering can be used to model common knowledge occurring frequently in a set of transactions. Consequently, the common activities of a user can be found more accurately. The common knowledge is represented by the occurrence frequency of similar data objects by the unit of a transaction as veil as the common repetitive ratio of similar data objects in each transaction. Furthermore, the proposed method also addresses how to maintain identified common knowledge as a concise profile. As a result, the profile can be used to detect any anomalous behavior In an online transaction.

The application of model equations to Non-Fickian diffusion observed in Fluoropolymers

  • Lee, Sangwha
    • Proceedings of the Membrane Society of Korea Conference
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    • 1996.04a
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    • pp.34-35
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    • 1996
  • The diffusional behavior of many non-solvents in glassy or semicrystalline polymers cannot be adequately described by a concentration-dependent form of Fick's law, especially when mass transfer is coupled with structural changes. Many mathematical models have been devised to interprete non-Fickian diffusion dominated by relaxation kinetics. In formulation of non-Fickian diffusion mathematics, therefore, the most important factor to consider is how relaxation effects can influence the governing constitutive equation and boundary conditions. That is, relaxation parameters can be accommodated by variable boundary conditions or a modified continuity equation, or both, depending on specific systems and conditions (Frish, 1980). Accoring to Astarita and Nicolais (1983), the model equations can be broadly categorized as continuous or discontinuous. Continuous model equations encompass phenomena where the structural change takes place gradually over the whole volume of the polymer sample (Crank, 1953; Long and Richman, 1961; Berens and Hopfenberg, 1978). On the other hand, discontinuous model equations deal with the phenomena where the morphological change appears to be abrupt (Li, 1984). Four mathematical models with different relaxation parameters were applied to fit the anomalous sorption data observed in fluoropolymers (PVDF, ECTFE). The fitted result for PVDF-benzene sorption data is shown in Fig. 1.

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Thermal Properties of $Sm_{2}(MoO_{4})_{3}$ Single Crystal ($Sm_{2}(MoO_{4})_{3}$ 단결정의 열적특성)

  • Son, Jong-Yoon;Kim, Jae-Hyung;Kim, Joung-Bae;Lee, Kwang-Sei;Nam, Sang-Hee;Lee, Chan-Ku;Lee, Su-Dae
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 2002.05b
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    • pp.94-97
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    • 2002
  • Phase transitions of the $Sm_{2}(MoO_{4})_{3}$ single crystal were studied through thermal analysis, x-ray methods and SEM/EDS. $Sm_{2}(MoO_{4})_{3}$ undergoes the ferroelastic and ferroelectric phase transition at $198^{\circ}C$. With increasing temperature, the second phase transition occurs at $928^{\circ}C$. From TG analysis, the mass loss of $Sm_{2}(MoO_{4})_{3}$ exhibits an anomalous behavior at about $650^{\circ}C$ and the curves increased monotonically to $1132^{\circ}C$. SEM and EDS show that the escape of ${MoO_{4}^{2-}$ tetrahedra from the lattice of $Sm_{2}(MoO_{4})_{3}$ increase above $928^{\circ}C$, so $Sm_{2}(MoO_{4})_{3}$ has a very rough surface and internal cracks.

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A Study on Fatigue Crack Growth Model Considering High Mean Loading Effects Based on Structural Stress (고평균하중을 고려한 구조응력 기반의 피로균열성장 모델에 관한 연구)

  • Kim, Jong-Sung;Kim, Cheol;Jin, Tae-Eun;Dong, P.
    • Proceedings of the KSME Conference
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    • 2004.11a
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    • pp.220-225
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    • 2004
  • The mesh-insensitive structural stress procedure by Dong is modified to apply to the welded joints with local thickness variation and inignorable shear/normal stresses along local discontinuity surface. In order to make use of the structural stress based K solution for fatigue correlation of welded joints, a proper crack growth model needs to be developed. There exist some significant discrepancies in inferring the slope or crack growth exponent in the conventional Paris law regime. Two-stage crack growth model was not considered since its applications are focused upon the fatigue behavior in welded joints in which the load ratio effects are considered negligible. In this paper, a two-stage crack growth law considering high mean loading is proposed and proven to be effective in unifying the so-called anomalous short crack growth data.

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Optical properties of Rare-Earth-Implanted GaN Epilayer (희토류 원소를 이온주입법으로 도핑한 GaN 박막의 광전이 특성)

  • Kim, Yong-Min
    • Journal of the Korean Vacuum Society
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    • v.16 no.3
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    • pp.210-214
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    • 2007
  • We have studied optical transitions of Gd-implanted GaN epilayers. Photoluminescence transition intensity at 590 nm at T=5 K diminishes and its center position moves to short avelength (blue shift) with increasing temperature up to 200 K. Above T=200 K, the transition intensity increases with increasing temperature while the center position remains the same. We believe that such anomalous optical transition behavior is due to the effect of rare-element in the semiconductor host material and lattice imperfection which was occurred during the implantation process well as.

UV/visible Absorption Spectrum and I-V Characteristics of Thermally Annealed $C_{22}$-Quinolium(TCNQ) Langmuir-Blodgett Films ($C_{22}$-quinolium(TCNQ) LB막의 열처리에 따른 UV/visible 흡광도와 I-V 특성)

  • 이상국;송민종;김태완;강도열
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 1993.11a
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    • pp.137-140
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    • 1993
  • Electrical properties and thermal annealing effects of $C_{22}$-quinolium(TCNQ) Langmuir-Blodgett(LB) films were studied. Typical current-voltage(I-V) characteristics along the perpendicular direction chow an anomalous behavior of breakdown near the electric-field strength of $10^{6}$V/cm. To see the thermal influence of the specimen, current was measured as a function of temperature(20∼$180^{\circ}C$). It shows that the current increases about 4 orders of magnitude near 60∼$70^{\circ}C$ and remains constant far a while up to ∼$150^{\circ}C$ and then suddenly drops. Such increase of current near 60∼$70^{\circ}C$ seems tn be related to a softness of alkyl chains. Besides the electrical measurements, UV/visible absorption(300∼800 nm) of the thermally annealed sample was measured to see the internal-structure change. It is found that there are four characteristic peaks. At 494 nm, the optical absorption of the thermally annealed specimen at $60^{\circ}C$ starts increase and stays almost constant upto∼ $140^{\circ}C$. And eventually it disappears above $180^{\circ}C$. After heat treatment of the specimen up to $150^{\circ}C$, Uv/visible absorption was measured while cooling.

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Electromagnetic Properties of Bulk High-Tc Superconductor (벌크형 초전도체의 전기자기적 특성)

  • Lee, Sang-Heon
    • Journal of the Korean Institute of Electrical and Electronic Material Engineers
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    • v.30 no.2
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    • pp.111-114
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    • 2017
  • In this research, the development of fabrication technique of bulk YBaCuO superconductors for application was studied. In fluence of $BaZrO_3$ addition on magnetization characteristics of thermal pyrolysis textured YBaCuO superconductor was investigated. Fine $BaZrO_3$ particle were dispersed within the textured YBaCuO matrix by means of the thermal pyrolysis processing. Magnetic levitation force for YBaCuO superconductors were obtained using Nd-B-Fe permanent magnet, at 77 K and at the magnetic field from 0 to 5.3 K gauss. In the unadded superconductor and 5 wt% $BaZrO_3$ addition, anomalous magnetization behavior, which is characterized by the intermediate magnetic field, was observed at 77 K. Critical current density was about few hundreds $A/cm^2$ and the magnetic characteristics increased slightly by addition of $BaZrO_3$ powder. Maximum magnetic force was obtained in the YBaCuO superconducting bulk with 3 wt.% $BaZrO_3$ addition.

Anomalous Behavior of Oxygen Gas Ratio-dependent Field Effect Mobility in In-Zn-Sn-O Thin Film Transistor

  • Hwang, A-Yeong;Won, Ju-Yeon;Je, So-Yeon;Ji, Hyeok;Jeong, Jae-Gyeong
    • Proceedings of the Korean Vacuum Society Conference
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    • 2014.02a
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    • pp.233-233
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    • 2014
  • InGaZnO 박막트랜지스터(TFT)는 기존의 널리 사용되던 비정질 실리콘보다 높은 전하이동도와 Ion/off, 우수한 균일성과 신뢰성의 장점으로 최근 AMOLED양산에 적용되기 시작 하였다. 그러나 60인치 이상의 대면적 디스플레이와 초고해상도의 성능을 동시에 만족하기 위해 10 cm2/Vs정도의 전하이동도를 가지는 InGaZnO로는 한계가 있어 30 cm2/Vs 이상의 전하이동도를 가지는 물질의 연구가 필요하다. 연구에서는 높은 전하이동도를 만족하기 위해 InO2를, 우수한 신뢰성을 가지는 SnO2를 포함하는 InZnSnO로 실험을 진행하였다. 스퍼터링 시스템에서 ITO 타겟과 ZTO 타겟을 사용하여 동시증착법으로 채널을 증착하였고, 산소 분압 변화시에 IZTO TFT 소자 특성의 의존성을 평가하였다. Ar : O2=10 : 0 일 때와 Ar : O2=7 : 3 일 때의 이동도가 각각 12.6cm2/Vs, 19.7cm2/Vs로 산소 비율이 증가함에 따라 전하이동도가 증가하였다. 기존 IGZO 산화물 반도체에서는 산소 비율이 증가하면 산소공공(VO) 농도감소로 인해 전하이동도가 감소한다. 이는 전하농도가 증가하면 전하이동도가 증가하는 percolation 전도기구로 이해할 수 있다. 그러나 본 IZTO 물질에서는 산소비율 증가에 따라 오히려 전하이동도가 증가하였는데, 이는 IZTO 반도체에 함유된 Sn 이온의 가전자상태가 +2/+4가의 상대적 비율이 산소농도에 따라 의존하기 때문인 것으로 분석되었다.

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WORM-HUNTER: A Worm Guard System using Software-defined Networking

  • Hu, Yixun;Zheng, Kangfeng;Wang, Xu;Yang, Yixian
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.11 no.1
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    • pp.484-510
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    • 2017
  • Network security is rapidly developing, but so are attack methods. Network worms are one of the most widely used attack methods and have are able to propagate quickly. As an active defense approach to network worms, the honeynet technique has long been limited by the closed architecture of traditional network devices. In this paper, we propose a closed loop defense system of worms based on a Software-Defined Networking (SDN) technology, called Worm-Hunter. The flexibility of SDN in network building is introduced to structure the network infrastructures of Worm-Hunter. By using well-designed flow tables, Worm-Hunter is able to easily deploy different honeynet systems with different network structures and dynamically. When anomalous traffic is detected by the analyzer in Worm-Hunter, it can be redirected into the honeynet and then safely analyzed. Throughout the process, attackers will not be aware that they are caught, and all of the attack behavior is recorded in the system for further analysis. Finally, we verify the system via experiments. The experiments show that Worm-Hunter is able to build multiple honeynet systems on one physical platform. Meanwhile, all of the honeynet systems with the same topology operate without interference.

Clinical Study of the Cystic Mediastinal Tumor - Report of 11 Cases - (낭종성 종격동종양의 임상적 고찰: 11례 보고)

  • Hur, Y.;Lee, S.M.;Lee, S.;Yu, H.K.;Ahn, W.S.;Kim, B.Y.;Lee, J.H.;Yu, H.S
    • Journal of Chest Surgery
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    • v.24 no.10
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    • pp.993-999
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    • 1991
  • Congenital cysts of the mediastinum are rare, but interesting lesions. Such cysts are important because they may produce distressing symptoms and because some have a malignant potential. Mediastinal cysts of foregut origin represent an important diagnostic group. Classified according to their anomalous embryonic origins they include pericardial, bronchogenic, esophageal, enteric, and nonspecific cysts. A series of 11 consecutive surgically treated cases from the Dep. of Thoracic & Cardiovascular Surgery in National Medical Center from Oct. 1959 to Dec. 1990, all successfully resolved without mortality. The 8 bronchogenic, 1 enteric, & 2 non specific cysts are included in this series. And 2 of 11 were asymptomatic patients presented. The clinical & pathological behavior of the individual cysts comprise a wide variety of patterns. Proper utilization of the many diagnostic tests available can accurately characterize the cysts. The exact histologic diagnosis, however, is rarely made prior to operation.

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