{"id":11337,"date":"2020-05-14T11:29:57","date_gmt":"2020-05-14T02:29:57","guid":{"rendered":"https:\/\/vitalify.jp\/app-lab\/?p=11337"},"modified":"2021-09-09T14:23:32","modified_gmt":"2021-09-09T05:23:32","slug":"20200514_ai_development_process","status":"publish","type":"post","link":"https:\/\/vitalify.jp\/app-lab\/ai\/20200514_ai_development_process\/","title":{"rendered":"AI\u958b\u767a\u306e\u9032\u3081\u65b9\u300cPoC\u3067\u306f\u3001\u3069\u306e\u3088\u3046\u306a\u3053\u3068\u3092\u3059\u308b\u306e\u304b\uff1f\u300d\uff5e\u3054\u76f8\u8ac7\u304b\u3089\u7d50\u679c\u30ec\u30dd\u30fc\u30c8\u307e\u3067\uff5e"},"content":{"rendered":"<p>AI\u3092\u4f7f\u3063\u305f\u30b5\u30fc\u30d3\u30b9\u3084\u5546\u54c1\u3092\u958b\u767a\u3059\u308b\u969b\u3001\u5f53\u793e\u3067\u306f\u6700\u521d\u306bPoC\uff08Proof of Concept\u3001\u6982\u5ff5\u5b9f\u8a3c\uff09\u3092\u884c\u3044\u3001\u3069\u306e\u3088\u3046\u306aAI\u30e2\u30c7\u30eb\u304c\u3067\u304d\u308b\u306e\u304b\u3092\u5b9f\u969b\u306b\u4f5c\u3063\u3066\u307f\u3066\u30c6\u30b9\u30c8\u7d50\u679c\u3092\u304a\u5ba2\u69d8\u306b\u3054\u63d0\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u901a\u5e38\u306e\u958b\u767a\u4f9d\u983c\u3068\u7570\u306a\u308aPoC\u3068\u3044\u3046\u306e\u306f\u30a4\u30e1\u30fc\u30b8\u304c\u3057\u8f9b\u3044\u3067\u3059\u304c\u3001\u4eca\u56de\u300e\u5199\u771f\u306b\u5199\u3063\u3066\u3044\u308b\u30a8\u30be\u30b7\u30ab\u306e\u30aa\u30b9\u3068\u30e1\u30b9\u3054\u3068\u982d\u6570\u3092\u3001AI\u3092\u4f7f\u3063\u3066\u81ea\u52d5\u96c6\u8a08\u300f\u3068\u3044\u3046\u30c6\u30fc\u30de\u3067\u5b9f\u65bd\u3057\u305f\u306e\u3067\u3053\u3053\u3067\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<p>PoC\u3067\u306f\u3069\u3093\u306a\u3053\u3068\u3092\u3059\u308b\u306e\u304b\u3084\u3001\u3069\u3093\u306a\u7d50\u679c\u30ec\u30dd\u30fc\u30c8\u304c\u51fa\u3066\u304f\u308b\u306e\u304b\u304c\u308f\u304b\u308a\u307e\u3059\u306e\u3067\u3001AI\u958b\u767a\u3092\u304a\u8003\u3048\u306e\u65b9\u306f\u3054\u53c2\u8003\u304f\u3060\u3055\u3044\u3002<br \/>\n<!--more--><\/p>\n<div id=\"toc_container\" class=\"no_bullets\"><p class=\"toc_title\">\u76ee\u6b21<\/p><ul class=\"toc_list\"><li><a href=\"#1_PoC\">1. PoC\u5b9f\u65bd\u306e\u80cc\u666f\uff5e\u30a8\u30be\u30b7\u30ab\u306e\u88ab\u5bb3\u306b\u60a9\u3080\u65e5\u672c\uff5e<\/a><\/li><li><a href=\"#2_PoC\">2. PoC\u3092\u958b\u59cb\u3059\u308b\u306b\u3042\u305f\u3063\u3066\u306e\u6e96\u5099<\/a><\/li><li><a href=\"#3\">3. \u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3<\/a><\/li><li><a href=\"#4_Detection_RateThreat_Score\">4. \u30a8\u30be\u30b7\u30ab\u306e\u691c\u51fa\u7387\uff5eDetection Rate\u3068Threat Score\uff5e<\/a><\/li><li><a href=\"#5\">5. \u30a8\u30be\u30b7\u30ab\u5206\u985e\u306e\u691c\u8a3c\u7d50\u679c<\/a><\/li><li><a href=\"#6_PoC\">6. PoC\u3092\u5b9f\u65bd\u3057\u305f\u3053\u3068\u3067\u308f\u304b\u308b\u554f\u984c\u70b9\u3084\u8ab2\u984c<\/a><ul><li><a href=\"#6-1\">6-1. \u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3051\u308b\u8ab2\u984c<\/a><\/li><li><a href=\"#6-2\">6-2. \u7279\u5b9a\u306e\u30c7\u30fc\u30bf\u7d20\u6750\u306e\u5229\u7528\u306b\u3064\u3044\u3066<\/a><\/li><\/ul><\/li><li><a href=\"#7_PoC\">7. PoC\u7d50\u679c\u30ec\u30dd\u30fc\u30c8\u3068\u305d\u306e\u5f8c\u306b\u3064\u3044\u3066<\/a><\/li><li><a href=\"#8_AI\">8. AI\u3092\u958b\u767a\u4f9d\u983c<\/a><\/li><\/ul><\/div>\n<h2><span id=\"1_PoC\">1. PoC\u5b9f\u65bd\u306e\u80cc\u666f\uff5e\u30a8\u30be\u30b7\u30ab\u306e\u88ab\u5bb3\u306b\u60a9\u3080\u65e5\u672c\uff5e<\/span><\/h2>\n<p>\u307e\u305a\u4eca\u56dePoC\u306e\u30c6\u30fc\u30de\u3068\u3057\u3066\u9078\u3093\u3060\u30a8\u30be\u30b7\u30ab\u306b\u3064\u3044\u3066\u3067\u3059\u3002<\/p>\n<p>\u90fd\u5e02\u90e8\u3067\u306f\u3042\u307e\u308a\u77e5\u3089\u308c\u3066\u3044\u307e\u305b\u3093\u304c\u5897\u3048\u3059\u304e\u305f\u30a8\u30be\u30b7\u30ab\u306b\u3088\u308b\u8fb2\u6797\u6c34\u7523\u696d\u3078\u306e\u88ab\u5bb3\u306f\u30012019\u5e74\u306e1\u5e74\u9593\u306738\u51046\u5343\u4e07\u5186\u306b\u3082\u306a\u308a\u307e\u3059\u3002\u30ab\u30e9\u30b9\u306b\u3088\u308b\u88ab\u5bb3\u304c2\u4f4d\u306e3.5\u5104\u5186\u3067\u3059\u306e\u3067\u3001\u9ce5\u7363\u5225\u88ab\u5bb3\u3067\u306f\u5727\u5012\u7684\u306a\u30c8\u30c3\u30d7\u3067\u3059\u3002<a href=\"http:\/\/www.pref.hokkaido.lg.jp\/ks\/skn\/higai.htm\" target=\"_blank\" rel=\"noopener noreferrer\">\u3053\u3061\u3089\u306e\u8cc7\u6599<\/a>\u3067\u3082\u3001\u8fb2\u6797\u696d\u306b\u304a\u3044\u3066\u88ab\u5bb3\u5168\u4f53\u306e8\u5272\u304c\u30a8\u30be\u30b7\u30ab\u306b\u3088\u308b\u3082\u306e\u3068\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/05\/\u30a8\u30be\u30b7\u30ab\u306b\u3088\u308b\u88ab\u5bb3.jpg\" target=\"_blank\" rel=\"noopener noreferrer\"><img decoding=\"async\" class=\"aligncenter size-full wp-image-11732\" src=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/05\/\u30a8\u30be\u30b7\u30ab\u306b\u3088\u308b\u88ab\u5bb3.jpg\" alt=\"\" width=\"838\" height=\"533\" srcset=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/05\/\u30a8\u30be\u30b7\u30ab\u306b\u3088\u308b\u88ab\u5bb3.jpg 838w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/05\/\u30a8\u30be\u30b7\u30ab\u306b\u3088\u308b\u88ab\u5bb3-300x191.jpg 300w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/05\/\u30a8\u30be\u30b7\u30ab\u306b\u3088\u308b\u88ab\u5bb3-768x488.jpg 768w\" sizes=\"(max-width: 838px) 100vw, 838px\" \/><\/a><\/p>\n<p>\u5177\u4f53\u7684\u306a\u88ab\u5bb3\u5185\u5bb9\u306f\u3001\u300c\u6a39\u76ae\u3092\u5265\u3044\u3060\u308a\u89d2\u3092\u3053\u3059\u308b\u300d\u3053\u3068\u3067\u306e\u6a39\u6728\u306e\u67af\u6b7b\u3084\u3001\u597d\u307f\u306e\u690d\u7269\u3060\u3051\u304c\u98df\u3079\u3064\u304f\u3055\u308c\u3066\u3057\u307e\u3046\u3053\u3068\u306b\u3088\u308b<a href=\"https:\/\/www.rinya.maff.go.jp\/hokkaido\/hozen\/sika\/pdf\/sika_panfu.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">\u751f\u614b\u7cfb\u3078\u306e\u5f71\u97ff\u3001\u91cc\u5c71\u306b\u304a\u308a\u3066\u8fb2\u4f5c\u7269\u3092\u98df\u3079\u308b\u88ab\u5bb3<\/a>\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u5bfe\u7b56\u306b\u3042\u305f\u3063\u3066\u306f\u3001\u5c71\u306b\u3044\u308b\u30a8\u30be\u30b7\u30ab\u306e\u30aa\u30b9\u3068\u30e1\u30b9\u305d\u308c\u305e\u308c\u306e\u982d\u6570\u628a\u63e1\u3092\u628a\u63e1\u3059\u308b\u3053\u3068\u304c\u307e\u305a\u5fc5\u8981\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u4f5c\u696d\u3067\u3059\u304c\u73fe\u5728\u3001\u7121\u4eba\u306e\u5b9a\u70b9\u76e3\u8996\u30ab\u30e1\u30e9\u3092\u7528\u3044\u3066\u4f55\u3089\u304b\u52d5\u304f\u3082\u306e\u304c\u3042\u3063\u305f\u5834\u5408\u306b\u81ea\u52d5\u3067\u64ae\u5f71\u3092\u3057\u3001\u5f8c\u65e5\u56de\u53ce\u3057\u3066\u304b\u3089\u81a8\u5927\u306a\u6642\u9593\u3068\u624b\u9593\u3092\u304b\u3051\u3066\u5199\u771f\u304b\u3089\u624b\u52d5\u3067\u982d\u6570\u3092\u96c6\u8a08\u3057\u3066\u3044\u308b\u3068\u77e5\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u305d\u3053\u3067\u5199\u771f\u304b\u3089\u30a8\u30be\u30b7\u30ab\u306e\u5224\u5225\u3084\u96c6\u8a08\u3092\u81ea\u52d5\u7684\u306b\u884c\u3046\u3054\u76f8\u8ac7\u304c\u3042\u3063\u305f\u3068\u4eee\u5b9a\u3057\u3001\u5f53\u793e\u306eAI\u958b\u767a\u306e\u6280\u8853\u529b\u3092\u6d3b\u304b\u3057\u3066PoC\u3092\u5b9f\u65bd\u81f4\u3057\u307e\u3057\u305f\u3002<\/p>\n<h2><span id=\"2_PoC\">2. PoC\u3092\u958b\u59cb\u3059\u308b\u306b\u3042\u305f\u3063\u3066\u306e\u6e96\u5099<\/span><\/h2>\n<p>\u4ee5\u4e0b\u306e\u753b\u50cf\u306f\u3001\u5f0a\u793e\u3067\u306eAI\u958b\u767a\u306e\u9032\u3081\u65b9\u3067\u3059\u3002<br \/>\n<a href=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/05\/Mobile_AI_Lab_Process.png\" target=\"_blank\" rel=\"noopener noreferrer\"><img decoding=\"async\" class=\"aligncenter size-large wp-image-11750\" src=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/05\/Mobile_AI_Lab_Process-1024x525.png\" alt=\"\" width=\"1024\" height=\"525\" srcset=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/05\/Mobile_AI_Lab_Process-1024x525.png 1024w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/05\/Mobile_AI_Lab_Process-300x154.png 300w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/05\/Mobile_AI_Lab_Process-768x393.png 768w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/05\/Mobile_AI_Lab_Process.png 1913w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><br \/>\n\u6700\u521d\u306b\u304a\u5ba2\u69d8\u3078\u306e\u30d2\u30a2\u30ea\u30f3\u30b0\u3057\u3066\u76ee\u7684\u3084KPI\u306a\u3069\u3092\u8a2d\u5b9a\u3001\u5404\u7a2e\u30c7\u30fc\u30bf\u3092\u53d7\u3051\u53d6\u3063\u305f\u3046\u3048\u3067AI\u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3057\u3001\u305d\u306e\u7d50\u679c\uff08\u30c6\u30b9\u30c8\u30c7\u30fc\u30bf\u3067\u691c\u8a3c\u3057\u305f\u7d50\u679c\uff09\u3092\u30ec\u30dd\u30fc\u30c8\u3067\u5831\u544a\u3059\u308b\u3068\u3044\u3046\u6d41\u308c\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u4eca\u56de\u4f5c\u308bAI\u30e2\u30c7\u30eb\u3068\u3057\u3066\u306f\u3001\u4e0b\u8a18\u306e\u3088\u3046\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n<div class=\"box-default\">\u25c6\u5199\u771f\u304b\u3089\u30a8\u30be\u30b7\u30ab\u306e\u982d\u6570\u3068\u30aa\u30b9\uff65\u30e1\u30b9\u3068\u3044\u3063\u305f\u5206\u985e\u3054\u3068\u306e\u6570\u3092\u96c6\u8a08\u3059\u308b<br \/>\n\u25c6\u305d\u306e\u5206\u985e\u306f\u300c\u89d2\u304c\u3042\u308b\u30b7\u30ab\uff1d\u30aa\u30b9\u300d\u300c\u89d2\u304c\u7121\u3044\u30b7\u30ab\uff1d\u30e1\u30b9\u300d\u300c\u89d2\u306e\u6709\u7121\u304c\u308f\u304b\u3089\u305a\u5224\u5225\u4e0d\u660e\u306a\u30b7\u30ab\u300d\u306e3\u7a2e\u985e\u3068\u3059\u308b<br \/>\n\u25c61\u679a\u306e\u5199\u771f\u306b\u8907\u6570\u982d\u5199\u3063\u3066\u3044\u305f\u5834\u5408\u306f\u30011\u982d\u3054\u3068\u306b3\u7a2e\u985e\u306e\u3069\u308c\u306b\u8a72\u5f53\u3059\u308b\u306e\u304b\u3092\u5224\u5225\u3057\u96c6\u8a08\u3059\u308b<br \/>\n\u25c6\u30b7\u30ab\u4ee5\u5916\u304c\u5199\u3063\u3066\u3044\u305f\u5834\u5408\u306f\u3001\u4e0a\u8a18\u306b\u30ab\u30a6\u30f3\u30c8\u3092\u3057\u306a\u3044<\/div>\n<p>\u30c7\u30fc\u30bf\u3068\u3057\u3066\u306f\u3001\u7d042\u4e07\u679a\u306e\u5b9a\u70b9\u76e3\u8996\u30ab\u30e1\u30e9\u3067\u64ae\u5f71\u3057\u305f\u753b\u50cf\u3092\u4f7f\u3044\u307e\u3057\u305f\u3002<\/p>\n<h2><span id=\"3\">3. \u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3<\/span><\/h2>\n<p>\u307e\u305a\u306f\u300c\u89d2\u304c\u3042\u308b\u30b7\u30ab(Horn)\u300d\u300c\u89d2\u304c\u7121\u3044\u30b7\u30ab(Hornless)\u300d\u300c\u89d2\u306e\u6709\u7121\u304c\u308f\u304b\u3089\u305a\u5224\u5225\u4e0d\u660e\u306a\u30b7\u30ab(Unknown)\u300d\u304c\u305d\u308c\u305e\u308c\u3069\u3046\u3044\u3063\u305f\u5199\u771f\u306a\u306e\u304b\u3092\u3001AI\u306b\u5b66\u7fd2\u3055\u305b\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u5199\u771f\u3054\u3068\u306b\u5199\u3063\u3066\u3044\u308b\u305d\u308c\u305e\u308c\u306e\u30b7\u30ab\u304c\u4e0a\u8a183\u7a2e\u985e\u306e\u3069\u308c\u304c\u8a72\u5f53\u3059\u308b\u306e\u304b\u3092\u3001\u6b63\u89e3\uff08\u5199\u771f\u306b\u5199\u3063\u3066\u3044\u308b\u306e\u306f\u3001\u89d2\u7121\u3057\u306e\u30b7\u30ab1\u982d\u3067\u3042\u308b\u3068\u3044\u3063\u305f\u30c7\u30fc\u30bf\uff09\u3092\u5143\u306b\u6307\u5b9a\u3057\u3066\u3044\u304d\u307e\u3059\u3002\u4e00\u822c\u7684\u306b\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3084\u30e9\u30d9\u30eb\u4ed8\u3051\u3068\u8a00\u308f\u308c\u308b\u4f5c\u696d\u3067\u3059\u3002<\/p>\n<p><a href=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/05\/Hornless.jpg\" target=\"_blank\" rel=\"noopener noreferrer\"><img decoding=\"async\" class=\"aligncenter size-large wp-image-11734\" src=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/05\/Hornless-1024x740.jpg\" alt=\"\" width=\"1024\" height=\"740\" srcset=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/05\/Hornless-1024x740.jpg 1024w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/05\/Hornless-300x217.jpg 300w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/05\/Hornless-768x555.jpg 768w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/05\/Hornless.jpg 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/p>\n<p>\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u5f8c\u306b\u5199\u771f\u30922\u7a2e\u985e\u306b\u5206\u3051\u307e\u3059\u3002\u300cAI\u306b\u5b66\u7fd2\u3055\u305b\u308b\u305f\u3081\u306e\u5199\u771f\u30c7\u30fc\u30bf\u300d\u3068\u3001\u300c\u51fa\u6765\u4e0a\u304c\u3063\u305fAI\u30e2\u30c7\u30eb\u3092\u30c6\u30b9\u30c8\u3059\u308b\u305f\u3081\u306e\u5199\u771f\u30c7\u30fc\u30bf\u300d\u3067\u3059\u3002\u305d\u306e\u914d\u5206\u6bd4\u7387\u3067\u3059\u304c\u3001\u4eca\u56de\u306ePoC\u3067\u306f8.5\uff1a1.5\u306e\u5272\u5408\u30672\u7a2e\u985e\u306b\u5206\u3051\u307e\u3057\u305f\u3002<\/p>\n<p>\u3061\u306a\u307f\u306b\u306a\u305c2\u7a2e\u985e\u306b\u5206\u3051\u308b\u306e\u304b\u3068\u8a00\u3048\u3070\u3001\u5b66\u7fd2\u3055\u305b\u305f\u30c7\u30fc\u30bf\u3067\u30c6\u30b9\u30c8\u3092\u3057\u3066\u3057\u307e\u3046\u3068\u3001\u65e2\u306bAI\u304c\u899a\u3048\u3066\u3044\u308b\u5185\u5bb9\u306a\u306e\u3067\u30ab\u30f3\u30cb\u30f3\u30b0\u3092\u3057\u305f\u30c6\u30b9\u30c8\u3068\u306a\u3063\u3066\u3057\u307e\u3044\u3001AI\u30e2\u30c7\u30eb\u306e\u6b63\u3057\u3044\u8a55\u4fa1\u304c\u3067\u304d\u306a\u304f\u306a\u3063\u3066\u3057\u307e\u3046\u70ba\u3067\u3059\u3002<\/p>\n<h2><span id=\"4_Detection_RateThreat_Score\">4. \u30a8\u30be\u30b7\u30ab\u306e\u691c\u51fa\u7387\uff5eDetection Rate\u3068Threat Score\uff5e<\/span><\/h2>\n<p>\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u7d42\u3048\u305f\u5f8c\u306f\u3001AI\u30e2\u30c7\u30eb\u3092\u4f5c\u308a\u307e\u3059\u3002\u4eca\u56de\u306f100\u4e07\u679a\u3092\u8d85\u3048\u308b\u30a4\u30e1\u30fc\u30b8\u3067\u5b66\u7fd2\u6e08\u307f\u306e\u7573\u307f\u8fbc\u307f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001Backbone Resnet50\u3068\u3044\u3046\u7269\u4f53\u691c\u51fa\u30e2\u30c7\u30eb\u3092\u6700\u9069\u306a\u5f62\u306b\u8abf\u6574\u3057\u3001\u5b66\u7fd2\u7528\u30c7\u30fc\u30bf\u3092\u5b66\u7fd2\u3055\u305b\u3066AI\u30e2\u30c7\u30eb\u3092\u4f5c\u308a\u30c6\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u30c6\u30b9\u30c8\u3092\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u30a8\u30be\u30b7\u30ab\u306e\u691c\u51fa\u7387\uff08\u5199\u771f\u304b\u3089\u3069\u306e\u304f\u3089\u3044\u30a8\u30be\u30b7\u30ab\u3092\u6b63\u3057\u304f\u691c\u51fa\u3067\u304d\u308b\u306e\u304b\uff09\u3092\u51fa\u3057\u307e\u3059\u3002\u307e\u305a\u306f\u6307\u6a19\u306e\u5b9a\u7fa9\u3067\u3059\u304c\u3001<\/p>\n<div class=\"box-default\">TP: \u30b7\u30ab\u3092\u6b63\u3057\u304f\u691c\u51fa\u3067\u304d\u305f\u6570<br \/>\nFP: \u8449\u3001\u679d\u306a\u3069\u306e\u30b7\u30ab\u3067\u306f\u306a\u3044\u3082\u306e\u3092\u30b7\u30ab\u3068\u3057\u3066\u8aa4\u3063\u3066\u691c\u51fa\u3057\u305f\u6570<br \/>\nFN: \u5b9f\u969b\u306f\u5b58\u5728\u3059\u308b\u3082\u306e\u306e\u6697\u3044\/\u96a0\u308c\u3066\u3044\u308b\u3068\u3044\u3063\u305f\u69d8\u3005\u306a\u539f\u56e0\u3067\u30b7\u30ab\u3092\u691c\u51fa\u3067\u304d\u306a\u304b\u3063\u305f\u6570<\/div>\n<p>\u3068\u3057\u307e\u3059\u3002\u305d\u3057\u3066\u30c6\u30b9\u30c8\u7d50\u679c\u306f\u3053\u3046\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<table>\n<tbody>\n<tr>\n<td style=\"text-align: center;\"><span style=\"font-weight: 400;\">TP<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-weight: 400;\">FP<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-weight: 400;\">FN<\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\"><span style=\"font-weight: 400;\">1,243<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-weight: 400;\">85<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-weight: 400;\">237<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u3055\u3066\u3053\u3053\u304b\u3089\u691c\u51fa\u7387\u3092\u7b97\u51fa\u3057\u307e\u3059\u304c\u3001\u8a08\u7b97\u65b9\u6cd5\u306b\u306f2\u7a2e\u985e\u3042\u308a\u307e\u3059\u3002\u300cDetection Rate\u300d\u3068\u300cThreat Score\u300d\u3067\u3059\u3002<\/p>\n<p>\u3088\u304f\u691c\u51fa\u7387\u3068\u3057\u3066\u3042\u3052\u3089\u308c\u308b\u306e\u306f\u300cDetection Rate\u300d\u3067\u3042\u308a\u3001TP\/ (TP + FN) \u3068\u3044\u3046\u8a08\u7b97\u5f0f\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u3057\u304b\u3057<strong>\u672c\u5f53\u306e\u610f\u5473\u3067\u306e\u691c\u51fa\u7387\u306f\u3001\u5206\u6bcd\u306b\u691c\u51fa\u3067\u304d\u306a\u304b\u3063\u305f\u30b7\u30ab\u306e\u6570\u3067\u3042\u308bFN\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u8a08\u7b97\u5f0f<\/strong>\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u308c\u304c\u300cThreat Score\u300d\u3067\u3042\u308a\u3001TP\/(TP + FP + FN)\u3068\u3044\u3046\u8a08\u7b97\u5f0f\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u4eca\u56de\u300cThreat Score\u300d\u3067\u8a08\u7b97\u3057\u305f<strong>\u691c\u51fa\u7387\u306f\u300179.42\uff05<\/strong>\u3068\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<h2><span id=\"5\">5. \u30a8\u30be\u30b7\u30ab\u5206\u985e\u306e\u691c\u8a3c\u7d50\u679c<\/span><\/h2>\n<p>\u6b21\u306b\u300c\u89d2\u304c\u3042\u308b\u30b7\u30ab\u300d\u300c\u89d2\u304c\u7121\u3044\u30b7\u30ab\u300d\u300c\u89d2\u306e\u6709\u7121\u304c\u308f\u304b\u3089\u305a\u5224\u5225\u4e0d\u660e\u306a\u30b7\u30ab\u300d3\u7a2e\u985e\u3078\u306e\u5206\u985e\u7d50\u679c\u3067\u3059\u3002\u4ee5\u4e0b\u306e\u69d8\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<table>\n<tbody>\n<tr>\n<td colspan=\"2\" rowspan=\"2\"><\/td>\n<td style=\"text-align: center;\" colspan=\"4\"><span style=\"font-weight: 400;\">AI\u30e2\u30c7\u30eb\u306b\u3088\u308b\u30b7\u30ab\u5206\u985e\u7d50\u679c<\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\"><span style=\"font-weight: 400;\">\u89d2\u304c\u3042\u308b\u30b7\u30ab<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-weight: 400;\">\u89d2\u304c\u306a\u3044\u30b7\u30ab<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-weight: 400;\">\u4e0d\u660e<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-weight: 400;\">\u691c\u51fa\u3067\u304d\u306a\u3044<\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\" rowspan=\"3\">\n<p><span style=\"font-weight: 400;\">\u5b9f\u969b\u306e\u982d\u6570\uff08\u6b63\u89e3\uff09<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-weight: 400;\">\u89d2\u304c\u3042\u308b\u30b7\u30ab<\/span><\/td>\n<td style=\"text-align: center;\"><b>182<\/b><\/td>\n<td style=\"text-align: center;\"><span style=\"font-weight: 400;\">63<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-weight: 400;\">7<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-weight: 400;\">25<\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\"><span style=\"font-weight: 400;\">\u89d2\u304c\u306a\u3044<\/span><span style=\"font-weight: 400;\">\u30b7\u30ab<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-weight: 400;\">35<\/span><\/td>\n<td style=\"text-align: center;\"><b>700<\/b><\/td>\n<td style=\"text-align: center;\"><span style=\"font-weight: 400;\">20<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-weight: 400;\">91<\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\"><span style=\"font-weight: 400;\">\u4e0d\u660e<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-weight: 400;\">19<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-weight: 400;\">116<\/span><\/td>\n<td style=\"text-align: center;\"><b>101<\/b><\/td>\n<td style=\"text-align: center;\"><span style=\"font-weight: 400;\">121<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u4e0a\u8a18\u56f3\u306b\u3064\u3044\u3066\u306e\u610f\u5473\u306f\u3001\u5b9f\u969b\u306b\u300e\u89d2\u304c\u3042\u308b\u30b7\u30ab\u300f\u304c\u8a08277\u982d\uff08182+63+7+25\uff09\u3044\u3066\u3001AI\u304c\u6b63\u3057\u304f\u300e\u89d2\u304c\u3042\u308b\u30b7\u30ab\u300f\u3068\u3057\u3066\u5206\u985e\u3067\u304d\u305f\u6570\u304c182\u982d\u3067\u3042\u3063\u305f\u3068\u3044\u3046\u610f\u5473\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u3092\u5143\u306b\u5206\u985e\u306e\u7cbe\u5ea6\u3092\u8a08\u7b97\u3057\u3066\u307f\u307e\u3059\u3002\u300c\u89d2\u304c\u3042\u308b\u30b7\u30ab\u300d\u306b\u3064\u3044\u3066\u6b21\u306e\u3088\u3046\u306b\u5f53\u3066\u306f\u3081\u307e\u3059\u3002<\/p>\n<div class=\"box-default\">TP: \u89d2\u304c\u3042\u308b\u30b7\u30ab\u3068\u6b63\u3057\u304f\u5206\u985e\u3059\u308b\u5024<br \/>\nTN: \u89d2\u304c\u306a\u3044\u30b7\u30ab\u3068\u4e0d\u660e\u306e\u30b7\u30ab\u306e\u4e21\u65b9\u3068\u3082\u6b63\u3057\u304f\u5206\u985e\u3059\u308b\u5024<br \/>\nFP: \u89d2\u304c\u306a\u3044\u30b7\u30ab\u3068\u4e0d\u660e\u306e\u7a2e\u985e\u3092\u3001\u89d2\u304c\u3042\u308b\u30b7\u30ab\u3068\u3057\u3066\u8aa4\u5206\u985e\u3059\u308b\u5024<br \/>\nFN: \u89d2\u304c\u3042\u308b\u30b7\u30ab\u306e\u7a2e\u985e\u3092\u3001\u89d2\u304c\u306a\u3044\u30b7\u30ab\u307e\u305f\u306f\u4e0d\u660e\u3068\u3057\u3066\u8aa4\u5206\u985e\u3059\u308b\u5024<\/div>\n<p>\u8a08\u7b97\u5f0f\u3068\u3057\u3066(TP + TN) \/ \uff08TP + FP + TN +FN\uff09\u3067\u8a08\u7b97\u3057\u307e\u3059\u3002<\/p>\n<p>\u540c\u69d8\u306b\u300c\u89d2\u304c\u7121\u3044\u30b7\u30ab\u300d\u300c\u4e0d\u660e\u306a\u30b7\u30ab\u300d\u306b\u3064\u3044\u3066\u3082TP\uff5eFN\u3092\u8a2d\u5b9a\u3057\u3066\u8a08\u7b97\u3057\u305f\u3068\u3053\u308d\u4ee5\u4e0b\u306e\u69d8\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<table>\n<tbody>\n<tr>\n<td><\/td>\n<td style=\"text-align: center;\"><span style=\"font-weight: 400;\">\u89d2\u304c\u3042\u308b\u30b7\u30ab<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-weight: 400;\">\u89d2\u304c\u306a\u3044\u30b7\u30ab<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-weight: 400;\">\u4e0d\u660e<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-weight: 400;\">\u5e73\u5747<\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\"><span style=\"font-weight: 400;\">\u7cbe\u5ea6<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-weight: 400;\">90.02<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-weight: 400;\">81.17<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-weight: 400;\">86.97<\/span><\/td>\n<td style=\"text-align: center;\"><b>86.05<\/b><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong>\u5206\u985e\u306e\u5e73\u5747\u7cbe\u5ea6\u306f\u300186.05\uff05<\/strong>\u3068\u3044\u3046\u7d50\u679c\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<h2><span id=\"6_PoC\">6. PoC\u3092\u5b9f\u65bd\u3057\u305f\u3053\u3068\u3067\u308f\u304b\u308b\u554f\u984c\u70b9\u3084\u8ab2\u984c<\/span><\/h2>\n<p>\u3055\u3066PoC\uff08\u6982\u5ff5\u5b9f\u8a3c\uff09\u3068\u3044\u3046\u901a\u308a\u3001\u3084\u3063\u3066\u307f\u308b\u3053\u3068\u3067AI\u30e2\u30c7\u30eb\u306e\u5224\u5225\u7cbe\u5ea6\u4ee5\u5916\u306b\u898b\u3048\u3066\u304f\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u4eca\u56de\u306f2\u3064\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n<h3><span id=\"6-1\">6-1. \u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3051\u308b\u8ab2\u984c<\/span><\/h3>\n<p>1\u679a\u306e\u5199\u771f\u306b\u8907\u6570\u982d\u304c\u5199\u3063\u3066\u3044\u308b\u30b1\u30fc\u30b9\u306a\u3069\u3067\u3001\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u884c\u3046\u306b\u3042\u305f\u3063\u3066\u5224\u65ad\u306b\u8ff7\u3046\u30b1\u30fc\u30b9\u304c\u3042\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u7279\u306b\u591c\u9593\u64ae\u5f71\u3055\u308c\u305f\u753b\u50cf\u306a\u3069\u306b\u304a\u3044\u3066\u306f\u3001\u5199\u771f\u3092\u898b\u3066\u3082\u305d\u308c\u304c\u300c\u89d2\u304c\u306a\u3044\u30b7\u30ab\u300d\u306a\u306e\u304b\u3001\u305d\u308c\u3068\u3082\u300c\u4e0d\u660e\u306a\u30b7\u30ab\u300d\u306a\u306e\u304b\u3092\u5206\u985e\u3059\u308b\u3053\u3068\u304c\u96e3\u3057\u3044\u3067\u3059\u3002<\/p>\n<p><a href=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/05\/\u591c\u9593\u30a8\u30be\u30b7\u30ab\u8907\u6570\u982d\u306e\u5224\u5225.jpg\" target=\"_blank\" rel=\"noopener noreferrer\"><img decoding=\"async\" class=\"aligncenter size-large wp-image-11737\" src=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/05\/\u591c\u9593\u30a8\u30be\u30b7\u30ab\u8907\u6570\u982d\u306e\u5224\u5225-1024x740.jpg\" alt=\"\" width=\"1024\" height=\"740\" srcset=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/05\/\u591c\u9593\u30a8\u30be\u30b7\u30ab\u8907\u6570\u982d\u306e\u5224\u5225-1024x740.jpg 1024w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/05\/\u591c\u9593\u30a8\u30be\u30b7\u30ab\u8907\u6570\u982d\u306e\u5224\u5225-300x217.jpg 300w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/05\/\u591c\u9593\u30a8\u30be\u30b7\u30ab\u8907\u6570\u982d\u306e\u5224\u5225-768x555.jpg 768w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/05\/\u591c\u9593\u30a8\u30be\u30b7\u30ab\u8907\u6570\u982d\u306e\u5224\u5225.jpg 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/p>\n<p>\u3053\u306e\u5199\u771f\u306b\u5199\u3063\u3066\u3044\u308b\u306e\u306f\u3001\u300c\u89d2\u304c\u7121\u3044\u30b7\u30ab\u300d\u304c\u4f55\u982d\u3067\u300c\u4e0d\u660e\u306a\u30b7\u30ab\u300d\u304c\u4f55\u982d\u3068\u3044\u3046\u6b63\u89e3\uff08\u5225\u9014\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\uff09\u304c\u3042\u3063\u305f\u3068\u3057\u3066\u3082\u3001\u5b9f\u969b\u306b\u5199\u771f\u3078\u306e\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u3059\u308b\u969b\u306b\u8907\u6570\u982d\u306e\u5185\u3001\u3069\u3061\u3089\u3092\u300c\u89d2\u304c\u306a\u3044\u30b7\u30ab\u300d\u3068\u3057\u3066\u30e9\u30d9\u30eb\u4ed8\u3051\u3059\u308c\u3070\u3088\u3044\u306e\u304b\u5224\u65ad\u306b\u56f0\u308b\u30b1\u30fc\u30b9\u304c\u591a\u304f\u306a\u308a\u3001\u7d50\u679c\u4e00\u8cab\u6027\u304c\u6b20\u3051\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<h3><span id=\"6-2\">6-2. \u7279\u5b9a\u306e\u30c7\u30fc\u30bf\u7d20\u6750\u306e\u5229\u7528\u306b\u3064\u3044\u3066<\/span><\/h3>\n<p>\u4eca\u56de\u5229\u7528\u3057\u305f\u30c7\u30fc\u30bf\u306e\u3046\u3061\u3001\u3042\u308b\u7279\u5b9a\u306e\u30ab\u30e1\u30e91\u53f0\uff08\u30d5\u30a9\u30eb\u30c04\uff09\u306b\u304a\u3044\u3066\u64ae\u5f71\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306f\u3001\u4ed6\u306e\u30ab\u30e1\u30e95\u53f0\uff08\u30d5\u30a9\u30eb\u30c01\uff5e3\u30015\uff5e6\uff09\u3068\u7570\u306a\u308a\u300c\u753b\u50cf1\u679a\u306e\u5199\u3063\u3066\u3044\u308b\u30a8\u30be\u30b7\u30ab\u306e\u5e73\u5747\u982d\u6570\u300d\u304c\u4ed6\u306e\u30d5\u30a9\u30eb\u30c0\u5185\u306e\u753b\u50cf\u3088\u308a\u3082\u591a\u3044\u3068\u3044\u3046\u7279\u5fb4\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n<table>\n<tbody>\n<tr>\n<td><\/td>\n<td>\n<p style=\"text-align: center;\"><span style=\"font-weight: 400;\">\u5199\u771f\u306e\u679a\u6570<\/span><\/p>\n<\/td>\n<td style=\"text-align: center;\"><span style=\"font-weight: 400;\">\u7269\u4f53\u6570<\/span><\/td>\n<td>\n<p style=\"text-align: center;\"><span style=\"font-weight: 400;\">\u753b\u50cf1\u679a\u306e\u5199\u3063\u3066\u3044\u308b\u30a8\u30be\u30b7\u30ab\u306e\u5e73\u5747\u982d\u6570<\/span><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p style=\"text-align: center;\"><span style=\"font-weight: 400;\">\u30d5\u30a9\u30eb\u30c0 1<\/span><\/p>\n<\/td>\n<td style=\"text-align: center;\"><span style=\"font-weight: 400;\">2,515<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-weight: 400;\">2,735<\/span><\/td>\n<td>\n<p style=\"text-align: center;\"><span style=\"font-weight: 400;\">~ 1.08<\/span><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p style=\"text-align: center;\"><span style=\"font-weight: 400;\">\u30d5\u30a9\u30eb\u30c0 2<\/span><\/p>\n<\/td>\n<td style=\"text-align: center;\"><span style=\"font-weight: 400;\">3,100<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-weight: 400;\">3,435<\/span><\/td>\n<td>\n<p style=\"text-align: center;\"><span style=\"font-weight: 400;\">~ 1.1<\/span><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p style=\"text-align: center;\"><span style=\"font-weight: 400;\">\u30d5\u30a9\u30eb\u30c0 3<\/span><\/p>\n<\/td>\n<td style=\"text-align: center;\"><span style=\"font-weight: 400;\">3,528<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-weight: 400;\">3,669<\/span><\/td>\n<td>\n<p style=\"text-align: center;\"><span style=\"font-weight: 400;\">~ 1.04<\/span><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p style=\"text-align: center;\"><span style=\"font-weight: 400;\">\u30d5\u30a9\u30eb\u30c0 4<\/span><\/p>\n<\/td>\n<td style=\"text-align: center;\"><span style=\"font-weight: 400;\">2,476<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-weight: 400;\">7,441<\/span><\/td>\n<td>\n<p style=\"text-align: center;\"><span style=\"font-weight: 400;\">~ 3.01<\/span><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p style=\"text-align: center;\"><span style=\"font-weight: 400;\">\u30d5\u30a9\u30eb\u30c0 5<\/span><\/p>\n<\/td>\n<td style=\"text-align: center;\"><span style=\"font-weight: 400;\">4,060<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-weight: 400;\">4,107<\/span><\/td>\n<td>\n<p style=\"text-align: center;\"><span style=\"font-weight: 400;\">~ 1.01<\/span><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p style=\"text-align: center;\"><span style=\"font-weight: 400;\">\u30d5\u30a9\u30eb\u30c0 6<\/span><\/p>\n<\/td>\n<td style=\"text-align: center;\"><span style=\"font-weight: 400;\">3,821<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-weight: 400;\">4,428<\/span><\/td>\n<td>\n<p style=\"text-align: center;\"><span style=\"font-weight: 400;\">~ 1.16<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u5e73\u5747\u982d\u6570\u304c\u591a\u3044\u3053\u3068\u3067\u8907\u6570\u306e\u30b7\u30ab\u306b\u3088\u308a\u4e00\u90e8\u306e\u30b7\u30ab\u304c\u96a0\u308c\u3066\u3057\u307e\u3046\u30b1\u30fc\u30b9\u3084\u3001\u30b7\u30ab\u306e\u4e00\u90e8\u3057\u304b\u64ae\u5f71\u3055\u308c\u3066\u3044\u306a\u3044\u753b\u50cf\u3082\u5b58\u5728\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/05\/\u30a8\u30be\u30b7\u30ab\u96c6\u5408.jpg\" target=\"_blank\" rel=\"noopener noreferrer\"><img decoding=\"async\" class=\"aligncenter size-large wp-image-11740\" src=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/05\/\u30a8\u30be\u30b7\u30ab\u96c6\u5408-1024x736.jpg\" alt=\"\" width=\"1024\" height=\"736\" srcset=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/05\/\u30a8\u30be\u30b7\u30ab\u96c6\u5408-1024x736.jpg 1024w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/05\/\u30a8\u30be\u30b7\u30ab\u96c6\u5408-300x216.jpg 300w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/05\/\u30a8\u30be\u30b7\u30ab\u96c6\u5408-768x552.jpg 768w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/05\/\u30a8\u30be\u30b7\u30ab\u96c6\u5408.jpg 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/p>\n<p>\u3053\u3046\u3044\u3063\u305f\u4ed6\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u306f\u7121\u3044\u753b\u50cf\u304c\u3042\u308b\u3053\u3068\u3067\u3001AI\u30e2\u30c7\u30eb\u306e\u6027\u80fd\uff08\u30b7\u30ab\u691c\u51fa\u7387\u3084\u5206\u985e\u306e\u6b63\u89e3\u7387\uff09\u306b\u60aa\u5f71\u97ff\u3092\u4e0e\u3048\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u30d5\u30a9\u30eb\u30c04\u306e\u30b1\u30fc\u30b9\u304c\u4e00\u822c\u7684\u3067\u306a\u3044\u5834\u5408\u306f\u3001\u3053\u306e\u30d5\u30a9\u30eb\u30c04\u3092\u9664\u3044\u3066AI\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u6027\u80fd\u304c\u9ad8\u3044AI\u30e2\u30c7\u30eb\u304c\u51fa\u6765\u4e0a\u304c\u308b\u53ef\u80fd\u6027\u3082\u3042\u308b\u3068\u8003\u3048\u3089\u308c\u308b\u305f\u3081\u3001\u5b9f\u969b\u306b\u30d5\u30a9\u30eb\u30c04\u3092\u9664\u304d\u691c\u8a3c\u3092\u884c\u3063\u305f\u3068\u3053\u308d\u4e0b\u8a18\u306e\u3088\u3046\u306a\u7d50\u679c\u3068\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u25c6<strong>\u30a8\u30be\u30b7\u30ab\u306e\u691c\u51fa\u7387\uff08Threat Score\uff09: 84.14%<\/strong>\uff08\u30d5\u30a9\u30eb\u30c04\u3092\u542b\u3081\u305f\u5834\u540879.42\uff05\uff09<\/p>\n<p>\u25c6<strong>\u30a8\u30be\u30b7\u30ab\u306e\u5206\u985e\u7cbe\u5ea6\uff1a\u5e73\u574790.29\uff05<\/strong>\uff08\u30d5\u30a9\u30eb\u30c04\u3092\u542b\u3081\u305f\u5834\u540886.05\uff05\uff09<\/p>\n<p>\u4e88\u60f3\u901a\u308a\u30d5\u30a9\u30eb\u30c04\u3092\u542b\u3081\u306a\u3044\u3053\u3068\u30674\uff05\u8d85\u3001\u6570\u5024\u304c\u5411\u4e0a\u3057\u305f\u7d50\u679c\u3068\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u3053\u3046\u3044\u3063\u305f\u8a66\u3057\u306b\u3084\u3063\u3066\u307f\u3066\u305d\u306e\u7d50\u679c\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u3067\u3001\u4e00\u90e8\u306e\u30c7\u30fc\u30bf\u7d20\u6750\u3092\u7279\u6b8a\u306a\u30b1\u30fc\u30b9\u3068\u3057\u3066\u6271\u3044\u4f8b\u5916\u3068\u3057\u3066\u5916\u3059\u306e\u304b\u3069\u3046\u304b\uff65\uff65\uff65\u3068\u3044\u3046\u5224\u65ad\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h2><span id=\"7_PoC\">7. PoC\u7d50\u679c\u30ec\u30dd\u30fc\u30c8\u3068\u305d\u306e\u5f8c\u306b\u3064\u3044\u3066<\/span><\/h2>\n<p>PoC\u5b9f\u65bd\u5f8c\u306f\u3001\u7d50\u679c\u30ec\u30dd\u30fc\u30c8\u3092\u4f5c\u6210\u3057\u3066\u304a\u5ba2\u69d8\u3078\u63d0\u793a\u3057\u3066\u3044\u307e\u3059\u3002\u4eca\u56de\u306e\u30a8\u30be\u30b7\u30ab\u5224\u5225\u306ePoC\u7d50\u679c\u30ec\u30dd\u30fc\u30c8\u306f\u3001\u4e0b\u8a18\u753b\u50cf\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u5b9f\u969b\u306b\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u3054\u78ba\u8a8d\u3044\u305f\u3060\u3051\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/05\/\u30a8\u30be\u30b7\u30ab\u5224\u5225PoC\u7d50\u679c\u5831\u544a\u66f8.pdf\" target=\"_blank\" rel=\"noopener noreferrer\"><img decoding=\"async\" class=\"aligncenter size-full wp-image-11745\" src=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/05\/\u30a8\u30be\u30b7\u30ab\u5224\u5225PoC\u7d50\u679c\u5831\u544a\u66f8.png\" alt=\"\" width=\"951\" height=\"920\" srcset=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/05\/\u30a8\u30be\u30b7\u30ab\u5224\u5225PoC\u7d50\u679c\u5831\u544a\u66f8.png 951w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/05\/\u30a8\u30be\u30b7\u30ab\u5224\u5225PoC\u7d50\u679c\u5831\u544a\u66f8-300x290.png 300w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/05\/\u30a8\u30be\u30b7\u30ab\u5224\u5225PoC\u7d50\u679c\u5831\u544a\u66f8-768x743.png 768w\" sizes=\"(max-width: 951px) 100vw, 951px\" \/><\/a><\/p>\n<p>PoC\u3067\u5224\u660e\u3057\u305f\u691c\u51fa\u7387\u306a\u3069\u306e<strong>\u7d50\u679c\u3092\u5143\u306b\u4f5c\u3063\u305fAI\u30e2\u30c7\u30eb\u3092\u305d\u306e\u307e\u307e\u5c0e\u5165\u3059\u308b\u306e\u304b\u3001\u305d\u308c\u3068\u3082\u3055\u3089\u306b\u5225\u306e\u30c7\u30fc\u30bf\u3092\u7528\u3044\u3066\u518d\u5ea6PoC\u3092\u5b9f\u65bd\u3059\u308b\u306e\u304b\u5224\u65ad\u3082\u53ef\u80fd<\/strong>\u3067\u3059\u3002<\/p>\n<p>AI\u30e2\u30c7\u30eb\u3092\u5c0e\u5165\u3059\u308b\u5834\u5408\u3001AI\u30e2\u30c7\u30eb\u3060\u3051\u3092\u304a\u6e21\u3057\u3057\u3066\u304a\u5ba2\u69d8\u5074\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u7d44\u307f\u8fbc\u3080\u3053\u3068\u3084\u3001\u5f0a\u793e\u5074\u3067AI\u30e2\u30c7\u30eb\u304c\u52d5\u304f\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3084WEB\u30b5\u30fc\u30d3\u30b9\u3092\u4f5c\u308b\u3053\u3068\u3082\u53ef\u80fd\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<h2><span id=\"8_AI\">8. AI\u3092\u958b\u767a\u4f9d\u983c<\/span><\/h2>\n<p>\u5f53\u793e\u3067\u306fPoC\u3092\u5b9f\u65bd\u3057AI\u30e2\u30c7\u30eb\u3092\u958b\u767a\u3057\u3066\u305d\u308c\u3092\u7d44\u307f\u8fbc\u3093\u3060\u30b5\u30fc\u30d3\u30b9\u958b\u767a\u3082\u53ef\u80fd\u3067\u3059\u306e\u3067\u3001\u3054\u8208\u5473\u306e\u3042\u308b\u65b9\u306f\u304a\u6c17\u8efd\u306b\u3054\u76f8\u8ac7\u304f\u3060\u3055\u3044\u3002<br \/>\n<a href=\"https:\/\/vitalify.jp\/vietnam_offshore\/contact\/\" target=\"_blank\" rel=\"noopener noreferrer\"><img decoding=\"async\" class=\"aligncenter size-large wp-image-11742\" src=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/05\/MobileAILab-1024x515.jpg\" alt=\"\" width=\"1024\" height=\"515\" srcset=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/05\/MobileAILab-1024x515.jpg 1024w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/05\/MobileAILab-300x151.jpg 300w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/05\/MobileAILab-768x386.jpg 768w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/05\/MobileAILab.jpg 1754w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><br \/>\n<img decoding=\"async\" class=\"aligncenter size-full wp-image-10955\" src=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2020\/04\/btn_af2_005.png\" alt=\"\u8a73\u7d30\" width=\"300\" height=\"60\" \/><\/a><\/p>\n<hr \/>\n","protected":false},"excerpt":{"rendered":"<p>AI\u3092\u4f7f\u3063\u305f\u30b5\u30fc\u30d3\u30b9\u3084\u5546\u54c1\u3092\u958b\u767a\u3059\u308b\u969b\u3001\u5f53\u793e\u3067\u306f\u6700\u521d\u306bPoC\uff08Proof of Concept\u3001\u6982\u5ff5\u5b9f\u8a3c\uff09\u3092\u884c\u3044\u3001\u3069\u306e\u3088\u3046\u306aAI\u30e2\u30c7\u30eb\u304c\u3067\u304d\u308b\u306e\u304b\u3092\u5b9f\u969b\u306b\u4f5c\u3063\u3066\u307f\u3066\u30c6\u30b9\u30c8\u7d50\u679c\u3092\u304a\u5ba2\u69d8\u306b\u3054\u63d0\u793a\u3057\u3066\u3044\u307e\u3059 &#8230; <\/p>\n","protected":false},"author":7,"featured_media":9590,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[284],"tags":[549,550,551,552,553,52,329,431],"acf":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/vitalify.jp\/app-lab\/wp-json\/wp\/v2\/posts\/11337"}],"collection":[{"href":"https:\/\/vitalify.jp\/app-lab\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/vitalify.jp\/app-lab\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/vitalify.jp\/app-lab\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/vitalify.jp\/app-lab\/wp-json\/wp\/v2\/comments?post=11337"}],"version-history":[{"count":30,"href":"https:\/\/vitalify.jp\/app-lab\/wp-json\/wp\/v2\/posts\/11337\/revisions"}],"predecessor-version":[{"id":24755,"href":"https:\/\/vitalify.jp\/app-lab\/wp-json\/wp\/v2\/posts\/11337\/revisions\/24755"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/vitalify.jp\/app-lab\/wp-json\/wp\/v2\/media\/9590"}],"wp:attachment":[{"href":"https:\/\/vitalify.jp\/app-lab\/wp-json\/wp\/v2\/media?parent=11337"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vitalify.jp\/app-lab\/wp-json\/wp\/v2\/categories?post=11337"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vitalify.jp\/app-lab\/wp-json\/wp\/v2\/tags?post=11337"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}