• 지능정보연구
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• 제17권4호
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• pp.157-173
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• 2011

최근 인터넷 사용의 증가에 따라 네트워크에 연결된 시스템에 대한 악의적인 해킹과 침입이 빈번하게 발생하고 있으며, 각종 시스템을 운영하는 정부기관, 관공서, 기업 등에서는 이러한 해킹 및 침입에 의해 치명적인 타격을 입을 수 있는 상황에 놓여 있다. 이에 따라 인가되지 않았거나 비정상적인 활동들을 탐지, 식별하여 적절하게 대응하는 침입탐지 시스템에 대한 관심과 수요가 높아지고 있으며, 침입탐지 시스템의 예측성능을 개선하려는 연구 또한 활발하게 이루어지고 있다. 본 연구 역시 침입탐지 시스템의 예측성능을 개선하기 위한 새로운 지능형 침입탐지모형을 제안한다. 본 연구의 제안모형은 비교적 높은 예측력을 나타내면서 동시에 일반화 능력이 우수한 것으로 알려진 Support Vector Machine(SVM)을 기반으로, 비대칭 오류비용을 고려한 분류기준값 최적화를 함께 반영하여 침입을 효과적으로 차단할 수 있도록 설계되었다. 제안모형의 우수성을 확인하기 위해, 기존 기법인 로지스틱 회귀분석, 의사결정나무, 인공신경망과의 결과를 비교하였으며 그 결과 제안하는 SVM 모형이 다른 기법에 비해 상대적으로 우수한 성과를 보임을 확인할 수 있었다.

• Strategy21
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• 통권30호
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• pp.99-142
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• 2012

Withe increased North Korea's security threats, the South Korean navy has been faced with deteriorating security environment. While North Korea has increased asymmetric forces in the maritime and underwater with the development of nuclear weapons, and China and Japan have made a large investment in the buildup of naval forces, the power of the Pacific fleet of the US, a key ally is expected to be weakened. The biggest threat comes from China's intervention in case of full-scale war with North Korea, but low-density conflict issues are also serious problems. North Korea has violated the Armistice Agreement 2,660 times since the end of Korean War, among which the number of marine provocations reaches 1,430 times, and the tension over the NLL issue has been intensifying. With tension mounting between Korea and Japan over the Dokdo issue and conflict escalating with China over Ieo do Islet, the US Navy has confronted situation where it cannot fully concentrate on the security of the Korean peninsula, which leads to need for strengthening of South Korea's naval forces. Let's look at naval forces of neighboring countries. North Korea is threatening South Korean navy with its increased asymmetric forces, including submarines. China has achieved the remarkable development of naval forces since the promotion of 3-step plan to strengthen naval power from 1989, and it now retains highly modernized naval forces. Japan makes an investment in the construction of stat of the art warship every year. Since Japan's warship boasts of its advanced performance, Japan's Maritime Self Defense Force is evaluated the second most powerful behind the US Navy on the assumption that submarine power is not included in the naval forces. In this situation, naval power construction of South Korean navy should be done in phases, focusing on the followings; First, military strength to repel the energy warship quickly without any damage in case of battle with North Korea needs to be secured. Second, it is necessary to develop abilities to discourage the use of nuclear weapons of North Korea and attack its nuclear facilities in case of emergency. Third, construction of military power to suppress armed provocations from China and Japan is required. Based on the above naval power construction methods, the direction of power construction is suggested as follows. The sea fleet needs to build up its war potential to defeat the naval forces of North Korea quickly and participate in anti-submarine operations in response to North Korea's provocations. The task fleet should be composed of 3 task flotilla and retain the power to support the sea fleet and suppress the occurrence of maritime disputes with neighboring countries. In addition, it is necessary to expand submarine power, a high value power asset in preparation for establishment of submarine headquarters in 2015, develop anti-submarine helicopter and load SLAM-ER missile onto P-3C patrol aircraft. In case of maine corps, division class military force should be able to conduct landing operations. It takes more than 10 years to construct a new warship. Accordingly, it is necessary to establish plans for naval power construction carefully in consideration of reality and future. For the naval forces to safeguard maritime sovereignty and contribute to national security, the acquisition of a huge budget and buildup of military power is required. In this regard, enhancement of naval power can be achieved only through national, political and military understanding and agreement. It is necessary to let the nation know that modern naval forces with improved weapon system can serve as comprehensive armed forces to secure the command of the sea, perform defense of territory and territorial sky and attack the enemy's strategic facilities and budget inputted in the naval forces is the essential source for early end of the war and minimization of damage to the people. If the naval power construction is not realized, we can be faced with a national disgrace of usurpation of national sovereignty of 100 years ago. Accordingly, the strengthening of naval forces must be realized.

• 한국구조물진단유지관리공학회 논문집
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• 제24권6호
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• pp.25-33
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• 2020

취성재료의 변형률 분포와 인장물성과의 상관관계를 분석하기 위해 변형률 분포를 가지도록 탭부분을 변형한 5개 타입-S0, SD1, SD2, SV1, SV2 - 의 탄소섬유보강폴리머(CFRP) 인장시편군을 시험하였다. 변형률 분포가 큰 SD2, SV2 의 극한응력 및 변형률이 SD1, SV1 보다 작게 나타났는데, 이는 비대칭 형상의 SD타입보다 대칭 형상의 SV의 시험결과에서 더 분명하게 나타냈다. 더불어 본 연구에서 사용한 변형률 분포를 가진 대부분의 시편의 극한 응력 및 변형률은 변형률 분포가 없는 대조군과 비교하였을 때 감소하였다. 이러한 결과는 1) 변형률계를 통해 직접 계측한 변형률의 평균값, 2) 전체변형량을 유효길이로 나눠 산정하는 환산변형률, 3) 탄성계수와 극한하중으로부터 유도하는 (극한)유효변형률을 통해 다각적으로 분석되었다. 변형률계에서 계측된 값은 국소구간 응답을 정확히 나타내지만, 전단면의 응답을 표현하는 것은 아니다. 반면, 환산변형률과 유효변형률은 전단면의 평균거동을 나타내므로, 게이지의 단점을 보완할 수 있다. 특히 유효변형률은 극한하중 부근에서 변형률계 측정값이 게이지 손상이나 비정상적 계측값 등의 원인으로 유효하지 않을 때도 실무적으로도 사용할 있는 보수적인 파단변형률을 산정할 수 있다. 이 값은 부분파단이 발생한 경우에도 사용할 수 있으며, 변형률 분포를 가지는 시편에서 합리적으로 유용하다.