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基于stacking多模型交叉验证技术的"钓鱼"网站诈骗识别研究

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"钓鱼"网站诈骗呈现出打而不绝的趋势,其根本原因是"钓鱼"工具包非法交易,使得网站制作简单、违法成本极低,形成了"钓鱼"网站产业链.要有效遏制"钓鱼"网站诈骗蔓延态势,必须从源头上斩断其产业链.运用stacking多模型交叉验证技术准确识别诈骗技术特征,能够反向追踪"钓鱼"工具包非法交易行为,实现源头打击,挤压犯罪空间,维护网络环境安全.
Research on phishing website fraud detection based on stacking multi-model cross-validation
"Phishing"website fraud present the trend of spread,the root cause is the"Phishing"toolkit illegal transactions,which makes the website simple to make and the illegal cost extremely low.So the"Phishing"website industry chain is formed.To effectively curb the"Phishing"website fraud spread,must cut off its industrial chain from the source.Stacking multi-model cross-validation technology is used to accurately identify the features of fraud technology,which can trace back the illegal transaction of phishing toolkit,and realize the attack at source,squeeze the criminal space,and maintain the security of network environment.

"Phishing"website fraud"Phishing"toolkitstacking multi-model fusion

陈长桥、牛惊雷、徐佳宝

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中国人民警察大学侦查学院,廊坊 065000

山西省临汾市洪洞县公安局,临汾 031600

"钓鱼"网站诈骗 "钓鱼"工具包 stacking多模型融合

2024

现代计算机
中大控股

现代计算机

影响因子:0.292
ISSN:1007-1423
年,卷(期):2024.30(21)