恶意URL项目
恶意URL项目
学生项目
使用机器学习来检测恶意网站
主题已涵盖：
知识网络
随机森林
主成分分析
编程语言：python
编译器：Jupiter Notebook
数据集来源： :
主成分分析
在Random Forest网站上练习
使用All.csv，应用随机森林和KNN，并比较结果。
文件下载
资源详情
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72B </span>","children":null,"spread":false}],"spread":true},{"title":"PCA_1.ipynb <span style='color:#111;'> 73.10KB </span>","children":null,"spread":false},{"title":"compare_PCA.ipynb <span style='color:#111;'> 29.41KB </span>","children":null,"spread":false}],"spread":true},{"title":"RandomForestPractice","children":[{"title":"RandonForest_URLall.ipynb <span style='color:#111;'> 13.45KB </span>","children":null,"spread":false},{"title":"RandonForest_URLdata.ipynb <span style='color:#111;'> 21.36KB </span>","children":null,"spread":false},{"title":"1","children":[{"title":"petrol_consumption.csv <span style='color:#111;'> 1.36KB </span>","children":null,"spread":false},{"title":"RandonForestPractice1.ipynb <span style='color:#111;'> 11.53KB </span>","children":null,"spread":false}],"spread":true},{"title":"2","children":[{"title":"RandonForestPractice2.ipynb <span style='color:#111;'> 19.51KB </span>","children":null,"spread":false},{"title":"bill_authentication.csv <span 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style='color:#111;'> 270.87KB </span>","children":null,"spread":false}],"spread":false},{"title":"PCA_with_randomForest.ipynb <span style='color:#111;'> 29.58KB </span>","children":null,"spread":false}],"spread":true},{"title":"README.md <span style='color:#111;'> 720B </span>","children":null,"spread":false},{"title":"ALL_codes","children":[{"title":"All.csv <span style='color:#111;'> 11.12MB </span>","children":null,"spread":false},{"title":"PCA_visualization.ipynb <span style='color:#111;'> 154.78KB </span>","children":null,"spread":false},{"title":"compare_PCA_n_components.ipynb <span style='color:#111;'> 29.41KB </span>","children":null,"spread":false},{"title":"PCA_withoutPCA.ipynb <span style='color:#111;'> 13.83KB </span>","children":null,"spread":false},{"title":"important_features.ipynb <span style='color:#111;'> 76.43KB </span>","children":null,"spread":false},{"title":"All_codes_details.docx <span style='color:#111;'> 13.52KB </span>","children":null,"spread":false},{"title":"comparePCA_importance.ipynb <span style='color:#111;'> 36.99KB </span>","children":null,"spread":false},{"title":"Feature_Correlation.ipynb <span style='color:#111;'> 1.32MB </span>","children":null,"spread":false},{"title":"PCA_explained_variance_ratio_.ipynb <span style='color:#111;'> 73.10KB </span>","children":null,"spread":false},{"title":"RandomFores_twoClasses.ipynb <span style='color:#111;'> 21.47KB </span>","children":null,"spread":false},{"title":"multiclass_compareKNN_RF copy.ipynb <span style='color:#111;'> 14.29KB </span>","children":null,"spread":false}],"spread":false},{"title":"FinalDataset","children":[{"title":"All_Infogain.csv <span style='color:#111;'> 2.50MB </span>","children":null,"spread":false},{"title":"All.csv <span style='color:#111;'> 11.12MB </span>","children":null,"spread":false},{"title":"Defacement_Infogain.csv <span style='color:#111;'> 1.51MB </span>","children":null,"spread":false},{"title":"Spam_BestFirst.csv <span style='color:#111;'> 258.70KB </span>","children":null,"spread":false},{"title":"Spam_Infogain_test.csv <span style='color:#111;'> 260.21KB </span>","children":null,"spread":false},{"title":"Malware_Infogain_test.csv <span style='color:#111;'> 590.62KB </span>","children":null,"spread":false},{"title":"Malware_Infogain.csv <span style='color:#111;'> 667.94KB </span>","children":null,"spread":false},{"title":"URL","children":[{"title":"spam_dataset.csv <span style='color:#111;'> 1.46MB </span>","children":null,"spread":false},{"title":"Malware_dataset.csv <span style='color:#111;'> 968.04KB </span>","children":null,"spread":false},{"title":"DefacementSitesURLFiltered.csv <span style='color:#111;'> 8.05MB </span>","children":null,"spread":false},{"title":"Benign_list_big_final.csv <span style='color:#111;'> 3.95MB </span>","children":null,"spread":false},{"title":"phishing_dataset.csv <span style='color:#111;'> 840.01KB </span>","children":null,"spread":false}],"spread":false},{"title":"All_BestFirst_test.csv <span style='color:#111;'> 980.69KB </span>","children":null,"spread":false},{"title":"Phishing_Infogain_test.csv <span style='color:#111;'> 806.35KB </span>","children":null,"spread":false},{"title":"Phishing_Infogain.csv <span style='color:#111;'> 1.18MB </span>","children":null,"spread":false},{"title":"Phishing.csv <span style='color:#111;'> 4.42MB </span>","children":null,"spread":false},{"title":"All_Infogain_test.csv <span style='color:#111;'> 2.60MB </span>","children":null,"spread":false},{"title":"Defacement_BestFirst.csv <span style='color:#111;'> 812.17KB </span>","children":null,"spread":false},{"title":"Malware_BestFirst.csv <span style='color:#111;'> 1.12MB </span>","children":null,"spread":false},{"title":"Defacement_Infogain_test.csv <span style='color:#111;'> 1.43MB </span>","children":null,"spread":false},{"title":"Defacement.csv <span style='color:#111;'> 4.78MB 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本站所有资源不代表本站的观点或立场，基于网友分享，根据中国法律《信息网络传播权保护条例》第二十二条之规定，若资源存在侵权或相关问题请联系本站客服人员，zhiweidada#qq.com，请把#换成@，本站将给予最大的支持与配合，做到及时反馈和处理。关于更多版权及免责申明参见 版权及免责申明