{"id":97,"date":"2023-10-17T22:00:36","date_gmt":"2023-10-17T14:00:36","guid":{"rendered":"http:\/\/54.254.190.68\/note\/?page_id=97"},"modified":"2024-03-18T19:11:56","modified_gmt":"2024-03-18T11:11:56","slug":"publishing","status":"publish","type":"page","link":"https:\/\/systw.net\/note\/publishing","title":{"rendered":"publishing"},"content":{"rendered":"\n<h1 class=\"wp-block-heading\">\u51fa\u7248<\/h1>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\">\u7c21\u5831<\/h2>\n\n\n\n<table class=\"table\"><tbody>\n  <tr>\n    <td width=\"300\" class=\"text-right\">\n<iframe loading=\"lazy\" src=\"\/\/www.slideshare.net\/slideshow\/embed_code\/key\/za4Pi5Ny0rOZFK\" width=\"244\" height=\"200\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" style=\"border:1px solid #CCC; border-width:1px; margin-bottom:5px; max-width: 100%;\" allowfullscreen> <\/iframe>\n    <\/td>\n  <td>\n<div style=\"margin-bottom:5px\">\n<strong> <a href=\"\/\/www.slideshare.net\/raymond0820\/machine-learning-study-framework-162577425\" title=\"Machine Learning Study Framework\" target=\"_blank\" rel=\"noopener\">Machine Learning Study Framework<\/a> <\/strong>\n<\/div>\n    <p>\u6a5f\u5668\u5b78\u7fd2\u662f\u4ec0\u9ebc? \u6211\u6703\u7528AI\u505a\u7c21\u55ae\u7684\u958b\u5834\uff0c\u5728\u89e3\u91cb\u70ba\u4ec0\u9ebc\u6703\u7528\u5230\u6a5f\u5668\u5b78\u7fd2\uff0c\u4e26\u8aaa\u660e\u6a5f\u5668\u5b78\u7fd2\u6700\u91cd\u8981\u7684\u4e09\u500b\u74b0\u7bc0\uff0c\u6700\u5f8c\u5728\u7528\u6848\u4f8b\u505a\u7e3d\u7d50\u3002\u672c\u5167\u5bb9\u4e0d\u6d89\u53ca\u8907\u96dc\u7684\u6578\u5b78\u8b70\u984c\uff0c\u53ea\u6703\u805a\u7126\u5728\u6a5f\u5668\u5b78\u7fd2\u6574\u500b\u6d41\u7a0b\u7684\u67b6\u69cb\u8207\u6982\u5ff5\u3002<\/p>\n  <\/td>\n <\/tr>\n\n <tr>\n    <td class=\"text-right\">\n<iframe loading=\"lazy\" src=\"\/\/www.slideshare.net\/slideshow\/embed_code\/key\/JCJtebFJqf1g9q\" width=\"244\" height=\"200\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" style=\"border:1px solid #CCC; border-width:1px; margin-bottom:5px; max-width: 100%;\" allowfullscreen> <\/iframe>\n    <\/td>\n    <td> \n<div style=\"margin-bottom:5px\">\n<strong> <a href=\"\/\/www.slideshare.net\/raymond0820\/windows-hacker\" title=\"Windows Hacker\u7684\u9905\u4e7e\u5c51 \" target=\"_blank\" rel=\"noopener\">Windows Hacker\u7684\u9905\u4e7e\u5c51 <\/a> <\/strong>\n<\/div>\n<p>\u99ed\u5ba2\u7d93\u904e\u90fd\u6703\u6709\u4e00\u4e9b\u7dda\u7d22\uff0c\u8b93\u6211\u5011\u4e00\u8d77\u4f86\u76e4\u9ede\u6709\u90a3\u4e9b\u75d5\u8de1\u5427!<\/p>\n    <\/td>\n  <\/tr>\n  <tr>\n   <td class=\"text-right\">\n<iframe loading=\"lazy\" src=\"\/\/www.slideshare.net\/slideshow\/embed_code\/key\/2BsgzCEaJ8CVIG\" width=\"244\" height=\"200\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" style=\"border:1px solid #CCC; border-width:1px; margin-bottom:5px; max-width: 100%;\" allowfullscreen> <\/iframe> \n   <\/td>\n   <td>\n<div style=\"margin-bottom:5px\"> \n<strong> <a href=\"\/\/www.slideshare.net\/raymond0820\/alphago-73533047\" title=\"\u5f9eAlphaGo\u7684\u8a2d\u8a08\u6dfa\u8ac7\u8cc7\u5b89\u9818\u57df\u7684\u7570\u5e38\u5206\u6790\u6d41\u7a0b\" target=\"_blank\" rel=\"noopener\">\u5f9eAlphaGo\u7684\u8a2d\u8a08\u6dfa\u8ac7\u8cc7\u5b89\u9818\u57df\u7684\u7570\u5e38\u5206\u6790\u6d41\u7a0b<\/a> <\/strong>\n<\/div>\n<p>\u99ed\u5ba2\u8d8a\u4f86\u8d8a\u8070\u660e\uff0c\u7e3d\u662f\u80fd\u60f3\u5230\u5f88\u591a\u602a\u62db\u5165\u4fb5\u7cfb\u7d71\uff0c\u6211\u5011\u9700\u8981\u5f88\u591a\u6709\u667a\u6167\u7684\u5de5\u5177\u5e6b\u52a9\u6211\u5011\u62b5\u79a6\u8cc7\u5b89\u653b\u64ca\uff0c\u5feb\u901f\u89e3\u6c7a\u8cc7\u5b89\u4e8b\u4ef6\u30022016\u6700\u5f37\u7684AI\u570d\u68cb\u7cfb\u7d71\uff0c\u66fe\u6253\u6557\u591a\u4f4d\u4e16\u754c\u77e5\u540d\u7684\u68cb\u738b\uff0c\u5176\u4e2d\u4f7f\u7528\u7684\u5206\u6790\u6d41\u7a0b\uff0c\u503c\u5f97\u6211\u5011\u601d\u8003\u5982\u4f55\u61c9\u7528\u5728\u8cc7\u5b89\u4e0a\u3002<\/p>\n  <\/td>\n <\/tr>\n <tr>\n  <td class=\"text-right\">\n<iframe loading=\"lazy\" src=\"\/\/www.slideshare.net\/slideshow\/embed_code\/key\/AKqHBHD5PFb9oV\" width=\"244\" height=\"200\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" style=\"border:1px solid #CCC; border-width:1px; margin-bottom:5px; max-width: 100%;\" allowfullscreen> <\/iframe> \n  <\/td>\n  <td>\n<div style=\"margin-bottom:5px\"> \n<strong> <a href=\"\/\/www.slideshare.net\/raymond0820\/hadoopcon2014mahout\" title=\"Mahout\u8cc7\u6599\u5206\u6790\u57fa\u790e\u5165\u9580\" target=\"_blank\" rel=\"noopener\">Mahout\u8cc7\u6599\u5206\u6790\u57fa\u790e\u5165\u9580<\/a> <\/strong>\n<\/div>\n<p>Mahout\u662fhadoop\u4e0ascalable machine learning\u5de5\u5177\uff0c\u4e5f\u662fbigdata\u5206\u6790\u7684\u89e3\u6c7a\u65b9\u6848\u3002 \n\u9019\u5834talk\u6703\u5206\u4eab hadoop\u8207mahout\u74b0\u5883\u5feb\u901f\u5efa\u7acb\u7684\u5efa\u8b70\uff0c\u907f\u514d\u9084\u6c92\u64cd\u4f5c\u5230mahout\u5c31\u5728\u67b6\u74b0\u5883\u6642GG\u7684\u56f0\u5883\uff0c\u4e5f\u6703\u7c21\u55ae\u4ecb\u7d39 recommendation,cluster,frequent pattern,&#8230;\u7b49\u539f\u7406\uff0c\u4e26\u642d\u914d\u4e00\u4e9b\u7bc4\u4f8b\u5206\u4eab\u5982\u4f55\u900f\u904emahout\u4f86\u5be6\u4f5c\u3002<\/p>\n  <\/td>\n <\/tr>\n <tr>\n  <td class=\"text-right\">\n<iframe loading=\"lazy\" src=\"\/\/www.slideshare.net\/slideshow\/embed_code\/key\/9vySI3VHYUR6K1\" width=\"244\" height=\"200\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" style=\"border:1px solid #CCC; border-width:1px; margin-bottom:5px; max-width: 100%;\" allowfullscreen> <\/iframe> \n  <\/td>\n  <td>\n<div style=\"margin-bottom:5px\"> <strong> <a href=\"\/\/www.slideshare.net\/raymond0820\/flowdm-public\" title=\"A Concept of Network Analysis Tool by Data Mining\" target=\"_blank\" rel=\"noopener\">A Concept of Network Analysis Tool by Data Mining<\/a> <\/strong> \n<\/div>\n<p>Implementing a concept to observe network status by Data Mining, these methods include data description ,clustering, frequent pattern<\/p>\n  <\/td>\n <\/tr>\n\n<\/tbody><\/table>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-dots\"\/>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\"\/>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\">\u8457\u4f5c<\/h2>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-dots\"\/>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>&nbsp;\u7db2\u7ad9\u5efa\u7f6e\u524d\u8981\u4e86\u89e3\u7684\u8cc7\u5b89\u5a01\u8105<\/strong><\/h4>\n\n\n\n<p>\u7db2\u7ad9\u662f\u63d0\u4f9b\u7db2\u8def\u670d\u52d9\u7684\u91cd\u8981\u5143\u7d20\uff0c\u4e00\u65e6\u7db2\u7ad9\u88ab\u653b\u64ca\uff0c\u5c07\u6703\u5f71\u97ff\u975e\u5e38\u591a\u7684\u4f7f\u7528\u8005\uff0c\u5305\u62ec\u8b93\u4f01\u696d\u53d7\u5230\u640d\u5931\uff0c\u7522\u751f\u8ca0\u9762\u65b0\u805e\u751a\u81f3\u50b7\u53ca\u7d44\u7e54\u5f62\u8c61\u3002\u5a01\u8105\u4e3b\u8981\u662f\u5c0d\u7db2\u7ad9\u7f6e\u5165\u653b\u64ca\u7a0b\u5f0f\u3001\u5077\u8cc7\u6599\u6216\u7671\u7613\u7db2\u7ad9\uff0c\u672c\u6587\u5c07\u7c21\u4ecb\u9019\u4e9b\u653b\u64ca\uff0c\u8b93\u7ba1\u7406\u8005\u4e86\u89e3\u7db2\u7ad9\u8cc7\u8a0a\u5b89\u5168\u7684\u6982\u5ff5\u3002<\/p>\n\n\n\n<p><a href=\"http:\/\/www.cc.ntu.edu.tw\/chinese\/epaper\/0046\/20180920_4609.html\" target=\"_blank\" rel=\"noreferrer noopener\">http:\/\/www.cc.ntu.edu.tw\/chinese\/epaper\/0046\/20180920_4609.html<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-dots\"\/>\n\n\n\n<h4 class=\"wp-block-heading\">A Network Behavior-Based Botnet Detection Mechanism Using PSO and K-means&nbsp;<\/h4>\n\n\n\n<p>\u7576\u4eca\u4e16\u754c\uff0c\u6bad\u5c4d\u7db2\u8def\u5df2\u6210\u70ba\u7db2\u8def\u5b89\u5168\u7684\u6700\u5927\u5a01\u8105\u4e4b\u4e00\u3002 \u7db2\u8def\u653b\u64ca\u8005\u5229\u7528\u6bad\u5c4d\u7db2\u8def\u767c\u52d5\u5206\u6563\u5f0f\u963b\u65b7\u670d\u52d9 (DDoS)\uff0c\u4f7f\u5927\u578b\u7db2\u7ad9\u7671\u7613\u6216\u5f9e\u53d7\u611f\u67d3\u96fb\u8166\u7aca\u53d6\u6a5f\u5bc6\u8cc7\u6599\u3002\u904e\u53bb\u8655\u7406\u6b64\u554f\u984c\u7684\u5927\u591a\u6578\u7814\u7a76\u4f7f\u7528\u8cc7\u6599\u5305\u5167\u5bb9\u6216\u6d41\u91cf\u7279\u5fb5\u4f86\u8b58\u5225\u6bad\u5c4d\u7db2\u8def\u7684\u5165\u4fb5\u3002\u7136\u800c\uff0c\u5728\u8cc7\u6599\u5305\u52a0\u5bc6\u548c\u8cc7\u6599\u96b1\u79c1\u65b9\u9762\u4ecd\u7136\u5b58\u5728\u8a31\u591a\u554f\u984c\uff0c\u56e0\u70ba\u6bad\u5c4d\u7db2\u8def\u53ef\u4ee5\u8f15\u9b06\u6539\u8b8a\u8cc7\u6599\u5305\u5167\u5bb9\u548c\u6d41\u91cf\u7279\u5fb5\u4f86\u898f\u907f\u5165\u4fb5\u5075\u6e2c\u7cfb\u7d71\uff08IDS\uff09\u3002 \u9019\u9805\u7814\u7a76\u7d50\u5408\u4e86\u7c92\u5b50\u7fa4\u512a\u5316 (PSO) \u548c K \u5747\u503c\u6f14\u7b97\u6cd5\uff0c\u63d0\u4f9b\u4e86\u89e3\u6c7a\u9019\u4e9b\u554f\u984c\u7684\u89e3\u6c7a\u65b9\u6848\uff0c\u4e26\u9010\u6b65\u958b\u767c\u4e86\u6bad\u5c4d\u7db2\u8def\u5075\u6e2c\u6a5f\u5236\u3002<\/p>\n\n\n\n<p><a href=\"http:\/\/dl.acm.org\/citation.cfm?id=2676869\" target=\"_blank\" rel=\"noreferrer noopener\">http:\/\/dl.acm.org\/citation.cfm?id=2676869<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-dots\"\/>\n\n\n\n<h4 class=\"wp-block-heading\">Predict User Anomaly Using Collaborative Filtering and IP Blacklist<\/h4>\n\n\n\n<p>\u5728\u7db2\u8def\u7a7a\u9593\u4e2d\uff0c\u6211\u5011\u7e3d\u662f\u5c0b\u627e\u6709\u6548\u4e14\u6709\u6548\u7387\u7684\u5075\u6e2c\u5668\uff0c\u80fd\u5920\u76e1\u5feb\u767c\u73fe\u653b\u64ca\u6216\u60e1\u610f\u884c\u70ba\u3002 \u5982\u679c\u6211\u5011\u80fd\u5920\u5728\u5f88\u65e9\u7684\u968e\u6bb5\u8b58\u5225\u51fa\u4e00\u4e9b\u6975\u6709\u53ef\u80fd\u7684\u60e1\u610f\u884c\u70ba\uff0c\u4ee5\u9632\u6b62\u7cfb\u7d71\u6216\u7db2\u8def\u906d\u53d7\u707d\u96e3\uff0c\u5373\u4f7f\u5224\u65b7\u53ef\u80fd\u4e0d\u90a3\u9ebc\u6210\u719f\u5462\uff1f \u5728\u672c\u6587\u4e2d\uff0c\u6211\u5011\u63d0\u51fa\u4e86\u4e00\u7a2e\u4ee5\u5354\u4f5c\u904e\u6ffe\u70ba\u57fa\u790e\u4f86\u5075\u6e2c\u65e9\u671f\u60e1\u610f\u884c\u70ba\u7684\u65b9\u6cd5\u3002<\/p>\n\n\n\n<p><a href=\"http:\/\/www.iadisportal.org\/digital-library\/predict-user-anomaly-using-collaborative-filtering-and-ip-blacklist\" target=\"_blank\" rel=\"noreferrer noopener\">http:\/\/www.iadisportal.org\/digital-library\/predict-user-anomaly-using-collaborative-filtering-and-ip-blacklist&nbsp;<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-dots\"\/>\n\n\n\n<h4 class=\"wp-block-heading\">\u5229\u7528\u8cc7\u6599\u63a2\u52d8\u6280\u8853\u4ee5\u76e3\u63a7\u7570\u5e38\u7db2\u8def\u4f7f\u7528\u884c\u70ba&nbsp;<\/h4>\n\n\n\n<p>\u7db2\u8def\u554f\u984c\u8d8a\u4f86\u8d8a\u591a\uff0c\u5c0d\u6574\u500b\u7d44\u7e54\u9020\u6210\u6975\u5927\u7684\u640d\u5931\uff0c\u56e0\u6b64\u5c0d\u7db2\u8def\u6d41\u91cf\u6301\u7e8c\u76e3\u63a7\u5341\u5206\u91cd\u8981\u3002\u672c\u6587\u63d0\u51fa\u7684\u65b9\u6cd5\u67b6\u69cb\u6574\u5408\u73fe\u6709\u6280\u8853\u4f86\u9054\u6210\u6b64\u76ee\u6a19\uff0c\u900f\u904eOLAP\u4e86\u89e3\u6574\u500b\u7db2\u8def\u6d41\u91cf\u7684\u9762\u5411\uff0c\u4e26\u7528\u5217\u8cc7\u6599\u5eab\u6280\u8853\u63d0\u5347\u901f\u5ea6\uff0c\u900f\u904e\u8cc7\u6599\u63a1\u7926\u6280\u8853\u53ca\u6301\u7e8c\u6027\u7a3d\u6838\u6982\u5ff5\u4ee5\u81ea\u52d5\u5206\u6790\u53d6\u5f97\u95dc\u9375\u6027\u8cc7\u8a0a\u3002\u5728\u672c\u7814\u7a76\u4e2d\u4f7f\u7528\u500b\u6848\u5b78\u6821\u7db2\u8def\u8a2d\u5099\u7684log\u7d00\u9304\uff0c\u5229\u7528\u5206\u7fa4\u6280\u8853\uff0c\u5f9e\u4e2d\u627e\u51fa\u53ef\u7591\u7684\u7fa4\u7d44\uff0c\u4e26\u9010\u4e00\u91dd\u5c0d\u8a72\u7fa4\u7d44\u4e2d\u7684IP\u9032\u884c\u6aa2\u8996\uff0c\u8b49\u5be6\u900f\u904e\u672c\u7814\u7a76\u4e4b\u65b9\u6cd5\uff0c\u53ef\u4ee5\u6709\u6548\u4e14\u8fc5\u901f\u7684\u627e\u51fa\u7570\u5e38\u7684\u7db2\u8def\u4f7f\u7528\u8005\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/drive.google.com\/file\/d\/0B4duTb8maZpSRHFkMG5wVWtwWDg\/view?usp=sharing\" target=\"_blank\" rel=\"noopener\">https:\/\/drive.google.com\/file\/d\/0B4duTb8maZpSRHFkMG5wVWtwWDg\/view?usp=sharing<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-dots\"\/>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\">\u958b\u767c\u4f5c\u54c1<\/h2>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-dots\"\/>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>ViewNetFlow&nbsp;<\/strong><\/h4>\n\n\n\n<p>\u4e00\u500b\u4fee\u6539\u4e4b\u524d\u5927\u5927\u7684\u7c21\u55ae\u7a0b\u5f0f,\u900f\u904enetflow\u6536\u96c6\u7db2\u8def\u8cc7\u8a0a,\u4ee5web\u4ecb\u9762\u4e86\u89e3\u6bcf\u500bIP\u7684packet,flow,byte\u7b49<\/p>\n\n\n\n<p><a href=\"https:\/\/github.com\/Raymond0820\/viewnetflow\" target=\"_blank\" rel=\"noopener\">https:\/\/github.com\/Raymond0820\/viewnetflow<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u51fa\u7248 \u7c21\u5831 Machine Learning Study F &#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-97","page","type-page","status-publish","hentry"],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/systw.net\/note\/wp-json\/wp\/v2\/pages\/97","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/systw.net\/note\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/systw.net\/note\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/systw.net\/note\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/systw.net\/note\/wp-json\/wp\/v2\/comments?post=97"}],"version-history":[{"count":0,"href":"https:\/\/systw.net\/note\/wp-json\/wp\/v2\/pages\/97\/revisions"}],"wp:attachment":[{"href":"https:\/\/systw.net\/note\/wp-json\/wp\/v2\/media?parent=97"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}