本文關(guān)鍵詞：利用改進的Apriori算法進行船舶通信系統(tǒng)入侵檢測　出處：《艦船科學(xué)技術(shù)》2016年14期 　論文類型：期刊論文

  更多相關(guān)文章： 入侵檢測 船舶通信系統(tǒng) 改進的Apriori算法

【摘要】：數(shù)據(jù)挖掘在船舶業(yè)中的地位越來越重要,如建立船舶到達規(guī)律、船舶遠洋調(diào)度等。在計算機技術(shù)飛速發(fā)展的今天,船舶通信網(wǎng)絡(luò)的安全已經(jīng)成為非常重要的研究內(nèi)容,其安全性能關(guān)系到國家機密,因此保證船舶通信系統(tǒng)的安全,及時準(zhǔn)確的對入侵進行檢測防護是非常重要。本文在傳統(tǒng)的Apriori算法基礎(chǔ)上進行改進,減少數(shù)據(jù)庫掃描的次數(shù),以此減少內(nèi)存的消耗,最后通過實驗對比來證明本文算法在時間性能和數(shù)據(jù)挖掘方面具有優(yōu)越性。
[Abstract]:Data mining is becoming more and more important in the shipbuilding industry, such as the establishment of ship arrival law, ocean vessel scheduling. In the rapid development of computer technology, the communication network security has become a very important research contents, its safety performance is related to state secrets, thus ensuring the safety of marine communication system, carry out timely and accurate the intrusion detection and protection is very important. This paper makes improvement based on conventional Apriori algorithm, reduce the times of scanning database, in order to reduce memory consumption, and finally prove that this algorithm has better performance in time performance and data mining through experiments.

【作者單位】： 四川職業(yè)技術(shù)學(xué)院;
【分類號】：U665.2
【正文快照】： 0引言計算機技術(shù)的快速發(fā)展使得船舶通信系統(tǒng)的安全已經(jīng)成為研究重點,網(wǎng)絡(luò)入侵制約了傳統(tǒng)通信系統(tǒng)的發(fā)展,入侵行為不僅破壞了通信的數(shù)據(jù),還容易造成國家保密信息的泄露。及時處理船舶通信系統(tǒng)入侵,對入侵行為進行檢測,攔截具有危害的異常信息能夠有效的降低網(wǎng)絡(luò)安全事故率[1]，

本文編號：1415976