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基于Hopfield網(wǎng)絡(luò)的網(wǎng)絡(luò)空間防御能力評(píng)估

發(fā)布時(shí)間:2018-06-28 06:37

  本文選題:網(wǎng)絡(luò)空間 + 信息防御能力 ; 參考:《控制工程》2017年02期


【摘要】:針對(duì)指揮決策者難以對(duì)網(wǎng)絡(luò)空間信息防御能力進(jìn)行精確、自主可控的評(píng)估,分析了網(wǎng)絡(luò)空間防御能力及其影響因素,構(gòu)建了網(wǎng)絡(luò)空間信息防御能力評(píng)估指標(biāo)體系,采用AHP法確定指標(biāo)權(quán)重,把運(yùn)用模糊綜合評(píng)價(jià)法得到的成功評(píng)價(jià)數(shù)據(jù)作為Hopfield神經(jīng)網(wǎng)絡(luò)的平衡點(diǎn),利用Hopfield神經(jīng)網(wǎng)絡(luò)記憶與聯(lián)想功能建立了基于Hopfield神經(jīng)網(wǎng)絡(luò)的評(píng)估模型對(duì)能力指標(biāo)進(jìn)行評(píng)估,實(shí)驗(yàn)結(jié)果表明該方法能夠較好地反映樣本數(shù)據(jù)數(shù)字特征,實(shí)現(xiàn)了對(duì)網(wǎng)絡(luò)空間信息防御能力的直觀、快速、準(zhǔn)確的評(píng)估。
[Abstract]:Aiming at the difficulty of commanding decision makers to evaluate accurately and independently the ability of cyberspace information defense, this paper analyzes the capability of cyberspace defense and its influencing factors, and constructs the evaluation index system of cyberspace information defense ability. The index weight is determined by AHP method, and the successful evaluation data obtained by fuzzy comprehensive evaluation method are regarded as the balance point of hopfield neural network. An evaluation model based on hopfield neural network is established by using hopfield neural network memory and associative function. The experimental results show that the proposed method can reflect the digital features of the sample data well. It realizes the intuitive, fast and accurate evaluation of the defense ability of cyberspace information.
【作者單位】: 信息工程大學(xué)指揮軍官基礎(chǔ)教育學(xué)院;
【基金】:全軍軍事科研預(yù)研項(xiàng)目(13QJ003-22)
【分類號(hào)】:TP183;TP393.08;E11

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