• 제목/요약/키워드: commercial code

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Improving Malicious Web Code Classification with Sequence by Machine Learning

  • Paik, Incheon
    • IEIE Transactions on Smart Processing and Computing
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    • 제3권5호
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    • pp.319-324
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    • 2014
  • Web applications make life more convenient. Many web applications have several kinds of user input (e.g. personal information, a user's comment of commercial goods, etc.) for the activities. On the other hand, there are a range of vulnerabilities in the input functions of Web applications. Malicious actions can be attempted using the free accessibility of many web applications. Attacks by the exploitation of these input vulnerabilities can be achieved by injecting malicious web code; it enables one to perform a variety of illegal actions, such as SQL Injection Attacks (SQLIAs) and Cross Site Scripting (XSS). These actions come down to theft, replacing personal information, or phishing. The existing solutions use a parser for the code, are limited to fixed and very small patterns, and are difficult to adapt to variations. A machine learning method can give leverage to cover a far broader range of malicious web code and is easy to adapt to variations and changes. Therefore, this paper suggests the adaptable classification of malicious web code by machine learning approaches for detecting the exploitation user inputs. The approach usually identifies the "looks-like malicious" code for real malicious code. More detailed classification using sequence information is also introduced. The precision for the "looks-like malicious code" is 99% and for the precise classification with sequence is 90%.

디버터의 열유동 및 열응력 해석 1 (Analysis of Heat Flow and Thermal Stress for Divertors)

  • 이상윤;김홍배
    • 한국정밀공학회지
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    • 제16권1호통권94호
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    • pp.238-245
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    • 1999
  • For the optimal design of plasma facing components of a fusion reactor, thorough understanding of thermal behavior of high heat. nux components are required. The purpose of this research is to investigate the characteristics of heat flow and thermal stress in divertors which are exposed to high heat load varing with time and space-Numerical simulations of heat now and thermal stress for three types of diverter are performed using finite volume method and finite element method. Respectly, commercial FLUENT code are used in the heat flow simulation, and maximum surface temperature, temperature distribution and cooling rate are calculated. Commercial ABQUS code are used for calculating temperature distribution. thermal stress, strain and displacement. Through this computer simulation. design data for cooling system and Structural provided.

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상용 CFD코드를 이용한 냉각홴 공력소음의 발생 및 방사 해석 (Analysis of the Generation and Radiation of the Fan Noise by Using Commercial CFD Code)

  • 전완호
    • 한국유체기계학회 논문집
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    • 제5권1호
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    • pp.13-19
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    • 2002
  • In the present study, a numerical simulation is performed for the flow through a cooling fan. The computation was performed by using commercial code, STAR-CD. A rotating fan was simulated by rotational motions using MRF (Multiple Rotating Reference Frame) in a steady-state analysis and sliding interface (rotating meshes) in an unsteady-state analysis. The results of numerical computation were in good agreement with experimental data. In order to calculate the acoustic signal, the unsteady flow-field was firstly calculated. The acoustics of the fan is calculated by using acoustic analogy based on the unsteady flow-field. The predicted acoustic signal shows the characteristics of the uneven bladed-fan.

상용코드를 이용한 원심펌프 임펠러 유동평가 (Flow Evaluations of Centrifugal Pump Impeller Using Commercial Code)

  • 심창열;홍순삼;강신형
    • 유체기계공업학회:학술대회논문집
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    • 유체기계공업학회 2000년도 유체기계 연구개발 발표회 논문집
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    • pp.285-292
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    • 2000
  • Numerical calculation is applied to centrifugal pump at design condition by using commercial code STAR-CD and Tascflow, and these results are compared with experimental data at impeller outlet. Numerical analysis is also performed by changing turbulence model and discretization scheme at design condition using Tascflow. Turbulence model and discretization scheme used to Tascflow are k-$\epsilon$, k-$\omega$ turbulence model and upwind, modified linear profile scheme. W;th the same turbulence model and discretization scheme, two results of STAR-CD and Tascflow are very similar. But there is significant difference in numerical results near hub and shroud of impeller with different kinds of turbulent model and discretization scheme at design condition. And with k- $\omega$ turbulence model and modified linear profile scheme, it is showed that numerical results are very similar to experimental results of impeller outlet

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공기조화기 축류팬의 공력소음 특성 연구 (The Study on the Aeroacoustic Characteristics of an Axial Fan for an Air-Conditioner)

  • 이수영;한재오;김태헌;이재권;전완호
    • 유체기계공업학회:학술대회논문집
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    • 유체기계공업학회 2006년 제4회 한국유체공학학술대회 논문집
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    • pp.205-208
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    • 2006
  • This paper proposes a new computational aeroacoustics method for an axial fan analysis. The major aeroacoustic noise source of an outdoor air-conditioner is the axial fan. It was revealed that the dominant noise source is the aerodynamic interactions between the rotating blade and stationary orifice. Many researches were focused on the fan only case. However, it does not fit to a real outdoor unit of air-conditioner. Especially, the inlet part of the axial fan of real system case is complex and not uniform. So, in order to identify the dominant noise source of axial fan, full outdoor unit analysis is important. Transient CFD analysis of full system was performed by commercial CFD code - SC/Tetra. Dominant noise source of the system was calculated by commercial CFN code - FlowNoise. The results show that not only BPF peaks but also broadband noise are similar to the measured data.

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디젤엔진용 매연여과장치 내부유동 특성 연구 (A Study on the Flow Characteristic of the Diesel Engine DPF)

  • 고현선;정찬규;이행남
    • Journal of Advanced Marine Engineering and Technology
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    • 제36권1호
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    • pp.109-117
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    • 2012
  • 본 논문은 매연여과장치(DPF)의 Inlet Pipe 길이를 5가지 경우로 변화시켜, 이 변화가 유동장에 미치는 영향을 살펴보았다. 실험 방법으로서는 PIV 계측과 상용코드를 사용하여 수치해석을 수행 하였으며, 그 결과 PIV와 CFD는 87%로 일치하는 상관성을 보였다. 또한 동일한 유속 조건일 때 Inlet Pipe 길이가 20mm일 때 안정적이고 높은 압력 값을 보여 매연여과율을 높일 수 있을 거라 사료된다.

상용 CFD코드를 이용한 횡류홴 공력소음 특성 해석 (Analysis of the aeroacoustic characteristics of cross-flow fan using commercial CFD code)

  • Jeon, Wan-Ho;Gi, Jeong-Mun
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2002년도 추계학술대회논문초록집
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    • pp.334.1-334
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    • 2002
  • In this study, a cross-flow fan system used in indoor unit of the split-type air conditioner is analyzed by computational simulation. A commercial CFD code - Fluent - is used to calculate the performance and its unsteady flow characteristics. The unsteady incompressible Wavier-Stokes equations are solved using a sliding mesh technique on the interface between rotating fan region and the outside. The acoustic pressure is calculated by using Ffowcs-Williams and Hawkings equation. (omitted)

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중국(中國) CIETAC의 중재제도(仲裁制度)와 한중양국(韓中兩國)의 주요중재문제(主要仲裁問題) (A study on the Arbitration system in the CIETAC and the International Arbitration problems of Korea and China)

  • 김덕수;주건림
    • 한국중재학회지:중재연구
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    • 제8권1호
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    • pp.87-122
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    • 1998
  • This study reports on the Arbitration system in the China International Economic and Trade Arbitration commission (CIETAC) and the International Arbitration problems of Korea and China. The Chines laws including Arbitration laws are influenced by the civil Code system Particulary the German system. China is contracting state of the U N Convention on the Recognition and Enforcement of Foreign Arbitral Awards (1958 New York Convention), which became effective in the China April 22, 1987. International Commercial Arbitration is popular in China. CIETAC is the sole International Commercial Arbitration body in China. CIETAC has two sub-commissions, on is shen zhem S E Z and the other in shanghai. The CIETAC rules, are similar to the rules in effect in Countries using a civil Code system. Both an agreement to submit an existing dispute to Arbitration and an Arbitration clause in a contract relating to future disputes are recognizeal as valiad Arbitration agreements. CIETAC has the power to make a decision on disputes concering the validity of the Arbitration agreements, or jurisdiction over a specicific case.

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원심형 날개를 부착한 축류홴의 유동특성 해석 (Analysis of Flow Characteristics on the Axial Flow Fan with Centrifugal Blade)

  • 최중근;이석종;이명호;성재용
    • Journal of Advanced Marine Engineering and Technology
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    • 제30권5호
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    • pp.589-596
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    • 2006
  • This study aims to propose a new model axial flow fan which attachs centrifugal blades, and to investigate the effect of centrifugal blades on the performance improvement of new model axial flow fan. A numerical simulation has been conducted using STAR-CD commercial code to solve the three dimensional incompressible Navier-Stokes equation for high Reynolds number $k-{\epsilon}$ turbulent model. Numerical simulation is carried out to investigate the detail phenomenon in the flow field and performance characteristics of new model and normal model fan. Calculation results are compared with normal model's results to investigate which centrifugal blades effect on velocity profile and pressure distribution at various flow field positions. and calculation results show that new model fan can improve the performance of total pressure.

상용 유한요소해석 프로그램을 이용한 축류송풍기의 내진해석 (Seismic Analysis of an Axial Blower Using a Commercial FEM Code)

  • 정진태;임형빈;김강성;허진욱
    • 한국소음진동공학회논문집
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    • 제12권3호
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    • pp.181-186
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    • 2002
  • A seismic analysis is one of crucial design procedures of an axial blower used in nuclear power Plants. The blower should be operated even in ar emergency such as an earthquake. The blower should be designed in order to stand against an earthquake. For the seismic analysis, Ive perform the modal analysis and then evaluate the required response spectrum (PRS) from the given floor response spectrum (FRS). A finite element model of the blower is established by using a commercial FEM code of ANSYS. After the finite element modeling. the natural frequencies. the mode shapes and the participation factors are obtained from the modal analysis. The PRS is acquired by a numerical approach on the basis of the principle of mode superposition. We verify the structura safety of the axial blower and confirm the validity of the present seismic analysis results.