{"id":323089,"date":"2024-06-06T20:51:27","date_gmt":"2024-06-07T03:51:27","guid":{"rendered":"https:\/\/www.paloaltonetworks.com\/blog\/?p=323089"},"modified":"2024-06-06T20:51:27","modified_gmt":"2024-06-07T03:51:27","slug":"counter-with-ai-defense","status":"publish","type":"post","link":"https:\/\/origin-researchcenter.paloaltonetworks.com\/blog\/2024\/06\/counter-with-ai-defense\/?lang=ja","title":{"rendered":"AI\u653b\u6483\u306b\u306fAI\u9632\u5fa1\u3067\u5bfe\u6297"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">\u4eba\u5de5\u77e5\u80fd(AI)\u30c6\u30af\u30ce\u30ed\u30b8\u306f\u304b\u306d\u3066\u304b\u3089\u5b58\u5728\u3057\u307e\u3059\u304c\u3001\u8868\u821e\u53f0\u306b\u51fa\u305f\u306e\u306f\u9593\u9055\u3044\u306a\u304f\u6628\u5e74\u3067\u3059\u3002\u65b0\u3057\u3044\u30c6\u30af\u30ce\u30ed\u30b8\u304c\u6ce8\u76ee\u3092\u96c6\u3081\u308b\u3068\u3001\u8ab0\u3082\u304c\u4ed5\u4e8b\u3068\u66ae\u3089\u3057\u3092\u697d\u306b\u3059\u308b\u4f7f\u3044\u9053\u3092\u6a21\u7d22\u3057\u307e\u3059\u3002AI\u30c6\u30af\u30ce\u30ed\u30b8\u306e\u6025\u901f\u306a\u666e\u53ca\u306b\u3088\u3063\u3066\u30d3\u30b8\u30cd\u30b9\u306e\u9032\u3081\u65b9\u304c\u9032\u6b69\u3057\u305f\u306e\u306f\u78ba\u304b\u3067\u3059\u304c\u3001\u305d\u306e\u88cf\u3067\u306f\u30b5\u30a4\u30d0\u30fc\u653b\u6483\u306e\u65b0\u305f\u306a\u6a5f\u4f1a\u3082\u751f\u307e\u308c\u307e\u3057\u305f\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">AI\u3092\u60aa\u7528\u3057\u3066\u5f93\u6765\u3088\u308a\u3082\u8fc5\u901f\u3067\u5927\u898f\u6a21\u3067\u52b9\u679c\u7684\u306a\u30b5\u30a4\u30d0\u30fc\u653b\u6483\u3092\u884c\u3046\u4e8b\u4f8b\u304c\u5897\u3048\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306b\u5bfe\u6297\u3059\u308b\u306b\u306f\u3001\u653b\u6483\u5074\u3068\u540c\u3058\u3088\u3046\u306b\u30b5\u30a4\u30d0\u30fc\u9632\u5fa1\u6226\u7565\u306bAI\u3092\u6d3b\u7528\u3057\u3066\u30ec\u30b9\u30dd\u30f3\u30b9\u3059\u308b\u3053\u3068\u304c\u5fc5\u8981\u3067\u3059\u3002\u305d\u3053\u3067\u5f79\u306b\u7acb\u3064\u306e\u304c\u3001\u5f0a\u793e\u72ec\u81ea\u306eAI\u30b7\u30b9\u30c6\u30e0\u300cPrecision AI\u300d\u3067\u3059\u3002Precision AI\u306f\u8c4a\u5bcc\u306a\u30c7\u30fc\u30bf\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u7279\u5316\u3057\u305f\u30e2\u30c7\u30eb\u306b\u3088\u3063\u3066AI\u306e\u51fa\u529b\u306b\u5bfe\u3059\u308b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3 \u30c1\u30fc\u30e0\u306e\u4fe1\u983c\u3092\u9ad8\u3081\u3001\u691c\u51fa\u3001\u9632\u5fa1\u3001\u4fee\u5fa9\u3092\u81ea\u52d5\u5316\u3057\u307e\u3059\u3002<\/span><\/p>\n<h2><b>AI\u3092\u60aa\u7528\u3057\u305f\u30b5\u30a4\u30d0\u30fc\u653b\u6483<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u30b5\u30a4\u30d0\u30fc\u72af\u7f6a\u8005\u306f\u6700\u5c0f\u9650\u306e\u62b5\u6297\u3067\u653b\u6483\u3092\u5b9f\u884c\u3059\u308b\u624b\u6bb5\u3092\u5e38\u306b\u63a2\u3057\u3066\u3044\u307e\u3059\u3002\u4f8b\u3068\u3057\u3066\u3001\u6700\u5c0f\u9650\u306e\u52b4\u529b\u3067\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u5f31\u70b9\u3092\u7a81\u3044\u3066\u60aa\u610f\u3042\u308b\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u5b9f\u884c\u3059\u308b\u305f\u3081\u306b\u3001\u5e02\u8ca9\u306e\u30c4\u30fc\u30eb\u30ad\u30c3\u30c8(\u4f8b: CobaltStrike\u3001Brute Ratel C4)\u304c\u983b\u7e41\u306b\u4f7f\u7528\u3055\u308c\u308b\u307b\u304b\u3001\u30de\u30eb\u30a6\u30a7\u30a2\u306e\u8ee2\u7528\u3082\u884c\u308f\u308c\u307e\u3059\u3002\u65b0\u3057\u3044AI\u30c6\u30af\u30ce\u30ed\u30b8\u306b\u95a2\u3057\u3066\u3082\u540c\u69d8\u306e\u6d3b\u52d5\u30d1\u30bf\u30fc\u30f3\u304c\u78ba\u8a8d\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u65b0\u305f\u306aAI\u30c4\u30fc\u30eb\u304c\u5e02\u5834\u306b\u51fa\u308b\u305f\u3073\u306b\u3001\u5404\u7a2e\u653b\u6483\u30d9\u30af\u30c8\u30eb\u306e\u81ea\u52d5\u5316\u3068\u5f37\u5316\u306b\u5411\u3051\u305fAI\u5229\u7528\u304c\u62e1\u5927\u3059\u308b\u306e\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">AI\u3092\u60aa\u7528\u3057\u305f\u653b\u6483\u306e\u4f8b\u3092\u4ee5\u4e0b\u306b\u793a\u3057\u307e\u3059\u3002:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u5075\u5bdf\u306e\u5b9f\u884c<\/b><b>:<\/b><span style=\"font-weight: 400;\"> \u30b5\u30a4\u30d0\u30fc\u653b\u6483\u306e\u591a\u304f\u306f\u6f5c\u5728\u7684\u306a\u653b\u6483\u76ee\u6a19\u306e\u60c5\u5831\u53ce\u96c6\u304b\u3089\u59cb\u307e\u308a\u307e\u3059\u3002AI\u3092\u5229\u7528\u3059\u308b\u3068\u3001Web\u30b5\u30a4\u30c8\u3084\u30bd\u30fc\u30b7\u30e3\u30eb \u30e1\u30c7\u30a3\u30a2 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306a\u3069\u306e\u30aa\u30f3\u30e9\u30a4\u30f3 \u30bd\u30fc\u30b9\u3067\u4e00\u822c\u516c\u958b\u3055\u308c\u305f\u60c5\u5831\u3092\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3057\u3001\u4efb\u610f\u306e\u7d44\u7e54\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3067\u304d\u307e\u3059\u3002\u53ce\u96c6\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306b\u306f\u3001\u30b5\u30a4\u30d0\u30fc\u653b\u6483\u306e\u8a08\u753b\u3068\u5b9f\u884c\u306b\u5229\u7528\u53ef\u80fd\u306a\u500b\u4eba\u3001\u5b50\u4f1a\u793e\u3001\u9867\u5ba2\u306a\u3069\u306b\u95a2\u3059\u308b\u4fa1\u5024\u3042\u308b\u60c5\u5831\u304c\u542b\u307e\u308c\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u30bd\u30fc\u30b7\u30e3\u30eb \u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u9032\u5316<\/b><b>:<\/b><span style=\"font-weight: 400;\"> \u6587\u6cd5\u3084\u30b9\u30da\u30eb\u306e\u9593\u9055\u3044\u304b\u3089\u30d5\u30a3\u30c3\u30b7\u30f3\u30b0 \u30e1\u30fc\u30eb\u3092\u898b\u7834\u308c\u308b\u6642\u4ee3\u306f\u7d42\u308f\u308a\u307e\u3057\u305f\u3002\u751f\u6210AI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u4f7f\u7528\u3059\u308c\u3070\u3001\u975e\u5e38\u306b\u6d17\u7df4\u3055\u308c\u305f\u30d5\u30a3\u30c3\u30b7\u30f3\u30b0 \u30e1\u30fc\u30eb\u3084Web\u30b5\u30a4\u30c8\u306a\u3069\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u9a19\u3055\u308c\u308b\u78ba\u7387\u3092\u9ad8\u3081\u3089\u308c\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u30bd\u30fc\u30b7\u30e3\u30eb \u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u5f15\u304d\u7d9a\u304d\u30b5\u30a4\u30d0\u30fc\u653b\u6483\u306b<\/span><a href=\"https:\/\/unit42.paloaltonetworks.com\/unit42-incident-response-report-2024-threat-guide\/\"><span style=\"font-weight: 400;\">\u6700\u3082\u983b\u7e41\u306b\u7528\u3044\u3089\u308c\u308b\u653b\u6483\u30d9\u30af\u30c8\u30eb<\/span><\/a><span style=\"font-weight: 400;\">\u306e1\u3064\u3068\u306a\u308b\u898b\u8fbc\u307f\u3067\u3059\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u60aa\u610f\u3042\u308b\u30b3\u30fc\u30c9\u306e\u958b\u767a<\/b><b>:<\/b><span style=\"font-weight: 400;\"> AI\u30c4\u30fc\u30eb\u3092\u60aa\u7528\u3059\u308c\u3070\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306e\u30b9\u30ad\u30eb\u304c\u306a\u304f\u3068\u3082\u30de\u30eb\u30a6\u30a7\u30a2\u306a\u3069\u306e\u30b3\u30fc\u30c9\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002\u65e2\u5b58\u306eAI\u30c4\u30fc\u30eb\u306e\u591a\u304f\u306b\u306f\u3001\u5358\u7d14\u306a\u6307\u793a\u3084\u5165\u529b\u306b\u3088\u3063\u3066\u30b3\u30fc\u30c9\u306e\u6539\u5909\u3084\u4f5c\u6210\u3092\u884c\u3046\u80fd\u529b\u304c\u3042\u308a\u307e\u3059\u3002\u30ab\u30b9\u30bf\u30e0 \u30b9\u30af\u30ea\u30d7\u30c8\u306e\u4f5c\u6210\u3001\u65b0\u898f\u30de\u30eb\u30a6\u30a7\u30a2\u4e9c\u7a2e\u306e\u958b\u767a\u3001\u30c4\u30fc\u30eb\u30ad\u30c3\u30c8\u306e\u6301\u7d9a\u7684\u306a\u6539\u826f\u3092\u901a\u3058\u3066\u691c\u51fa\u3092\u56de\u907f\u3057\u653b\u6483\u306e\u6709\u52b9\u6027\u3092\u9ad8\u3081\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u8106\u5f31\u6027\u306e\u81ea\u52d5\u30a8\u30af\u30b9\u30d7\u30ed\u30a4\u30c8<\/b><b>:<\/b><span style=\"font-weight: 400;\"> \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30b7\u30b9\u30c6\u30e0\u306e\u8106\u5f31\u6027\u3092\u63a2\u7d22\u3057\u3066\u30a8\u30af\u30b9\u30d7\u30ed\u30a4\u30c8\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3092AI\u3067\u81ea\u52d5\u5316\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u6280\u8853\u3092\u5229\u7528\u3059\u308c\u3070\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4e0a\u306e\u5f31\u70b9\u3092\u7d20\u65e9\u304f\u7279\u5b9a\u3057\u3066\u5927\u898f\u6a21\u306a\u6a19\u7684\u578b\u653b\u6483\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u30c7\u30a3\u30fc\u30d7\u30d5\u30a7\u30a4\u30af\u653b\u6483<\/b><b>:<\/b><span style=\"font-weight: 400;\"> AI\u751f\u6210\u3057\u305f\u30c7\u30a3\u30fc\u30d7\u30d5\u30a7\u30a4\u30af\u306e\u52d5\u753b\u3001\u753b\u50cf\u3001\u97f3\u58f0\u306f\u4e16\u8ad6\u64cd\u4f5c\u3084\u8a50\u6b3a\u306b\u5229\u7528\u3067\u304d\u307e\u3059\u3002AI\u30c6\u30af\u30ce\u30ed\u30b8\u3092\u60aa\u7528\u3057\u3066\u4f5c\u6210\u3055\u308c\u305f\u8aac\u5f97\u529b\u306e\u3042\u308b\u507d\u30b3\u30f3\u30c6\u30f3\u30c4\u304c\u3001\u8a55\u5224\u306e\u6bc0\u640d\u3084\u5927\u898f\u6a21\u30b5\u30a4\u30d0\u30fc\u653b\u6483\u306e\u5186\u6ed1\u5316\u306b\u7528\u3044\u3089\u308c\u304b\u306d\u307e\u305b\u3093\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u30d7\u30ed\u30f3\u30d7\u30c8 \u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3<\/b><b>:<\/b><span style=\"font-weight: 400;\"> AI\u30c4\u30fc\u30eb\u306e\u51fa\u529b\u3092\u653b\u6483\u8005\u304c\u64cd\u4f5c\u3067\u304d\u308b<\/span><a href=\"https:\/\/www.wired.com\/story\/generative-ai-prompt-injection-hacking\/\" rel=\"nofollow,noopener\" ><span style=\"font-weight: 400;\">\u30d7\u30ed\u30f3\u30d7\u30c8 \u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\u653b\u6483<\/span><\/a><span style=\"font-weight: 400;\">\u306b\u5bfe\u3057\u3066\u3001\u751f\u6210AI\u30c4\u30fc\u30eb\u304c\u8106\u5f31\u306a\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u751f\u6210AI\u30c4\u30fc\u30eb\u306b\u610f\u56f3\u3057\u306a\u3044\u56de\u7b54\u3092\u51fa\u529b\u3055\u305b\u308b\u3053\u3068\u3067\u3001\u6a5f\u5bc6\u60c5\u5831\u306e\u53ce\u96c6\u3084<\/span><a href=\"https:\/\/developer.nvidia.com\/blog\/securing-llm-systems-against-prompt-injection\/\" rel=\"nofollow,noopener\" ><span style=\"font-weight: 400;\">\u60aa\u610f\u3042\u308b\u30b3\u30fc\u30c9\u306e\u5b9f\u884c<\/span><\/a><span style=\"font-weight: 400;\">\u306b\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u3053\u308c\u3089\u306e\u624b\u53e3\u306f\u3044\u305a\u308c\u3082\u3001\u30b5\u30a4\u30d0\u30fc\u653b\u6483\u306e\u8fc5\u901f\u5316\u3068\u6709\u52b9\u6027\u5411\u4e0a\u306b\u5bc4\u4e0e\u3057\u307e\u3059\u3002\u305d\u306e\u7d50\u679c\u3001\u91d1\u92ad\u7684\u640d\u5931\u3001\u30c7\u30fc\u30bf\u4fb5\u5bb3\u3001\u8a55\u5224\u306e\u6bc0\u640d\u3001\u696d\u52d9\u306e\u59a8\u5bb3\u306a\u3069\u591a\u69d8\u3067\u751a\u5927\u306a\u88ab\u5bb3\u304c\u751f\u3058\u304b\u306d\u307e\u305b\u3093\u3002\u52a0\u3048\u3066\u3001AI\u3092\u5229\u7528\u3057\u305f\u8105\u5a01\u306f\u9032\u5316\u304c\u901f\u304f\u9069\u5fdc\u6027\u304c\u3042\u308b\u305f\u3081\u3001\u7279\u306b\u5f93\u6765\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u624b\u6bb5\u3067\u306f\u52b9\u679c\u7684\u306a\u5bfe\u7b56\u304c\u56f0\u96e3\u3067\u3059\u3002\u3053\u306e\u3053\u3068\u304b\u3089\u3001\u9632\u5fa1\u5074\u306f\u904e\u53bb\u306b\u306a\u3044\u30ec\u30d9\u30eb\u306e\u30ea\u30b9\u30af\u306b\u76f4\u9762\u3057\u3066\u304a\u308a\u3001\u4e88\u9632\u7684\u3067\u9069\u5fdc\u529b\u306e\u3042\u308b\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3 \u30a2\u30d7\u30ed\u30fc\u30c1\u306e\u63a1\u7528\u304c\u6c42\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u6575\u5bfe\u7684AI\u306b\u5bfe\u6297\u3059\u308b\u306b\u306f\u3001\u653b\u6483\u5074\u3068\u540c\u69d8\u306bAI\u3092\u6d3b\u7528\u3057\u305f\u30ec\u30b9\u30dd\u30f3\u30b9\u304c\u5fc5\u8981\u3067\u3059\u3002<\/span><\/p>\n<h2><b>AI\u3092\u7528\u3044\u3066\u30b5\u30a4\u30d0\u30fc\u653b\u6483\u306b\u5bfe\u6297\u3059\u308b\u306b\u306f<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">AI\u3092\u5229\u7528\u3057\u305f\u30b5\u30a4\u30d0\u30fc\u653b\u6483\u306b\u52b9\u679c\u7684\u306b\u5bfe\u51e6\u3059\u308b\u306b\u306f\u3001\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u6226\u7565\u306bAI\u306e\u80fd\u529b\u3092\u6d3b\u304b\u3059\u3053\u3068\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002AI\u3092\u5229\u7528\u3057\u305f\u30c4\u30fc\u30eb\u3068\u6226\u7565\u3092\u5b9f\u88c5\u3059\u308b\u3053\u3068\u304c\u3001\u30b5\u30a4\u30d0\u30fc\u653b\u6483\u5bfe\u7b56\u306e\u91cd\u8981\u306a\u8981\u7d20\u3092\u5360\u3081\u308b\u306e\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3 \u30d7\u30ed\u30b0\u30e9\u30e0\u306bAI\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u5206\u91ce\u3092\u4ee5\u4e0b\u306b\u793a\u3057\u307e\u3059:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u8105\u5a01\u306e\u691c\u51fa\u3068\u5206\u6790<\/b><b>:<\/b><span style=\"font-weight: 400;\"> AI\u3092\u975e\u5e38\u306b\u52b9\u679c\u7684\u306b\u5229\u7528\u3067\u304d\u308b\u91cd\u8981\u5206\u91ce\u306e1\u3064\u304c\u8105\u5a01\u306e\u691c\u51fa\u3068\u5206\u6790\u3067\u3059\u3002AI\u3092\u5229\u7528\u3057\u305f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3 \u30c4\u30fc\u30eb\u306f\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u5206\u6790\u3067\u304d\u308b\u305f\u3081\u3001\u7570\u5e38\u306a\u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3\u3084\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3 \u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u306e\u53ef\u80fd\u6027\u3092\u8fc5\u901f\u306b\u7279\u5b9a\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u7528\u3044\u308b\u3053\u3068\u3067\u3001\u30b5\u30a4\u30d0\u30fc\u8105\u5a01\u3092\u793a\u5506\u3059\u308b\u30d1\u30bf\u30fc\u30f3\u3092\u691c\u51fa\u3057\u3066\u4e88\u9632\u7684\u306a\u5bfe\u7b56\u3092\u5b9f\u65bd\u3057\u30ea\u30b9\u30af\u3092\u8efd\u6e1b\u3067\u304d\u307e\u3059\u3002AI\u3092\u5229\u7528\u3057\u305f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3 \u30c4\u30fc\u30eb\u306f\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30ec\u30b9\u30dd\u30f3\u30b9\u6a5f\u80fd\u306b\u3088\u3063\u3066\u30b5\u30a4\u30d0\u30fc\u9632\u5fa1\u3092\u6700\u65b0\u306e\u8105\u5a01\u306b\u81ea\u52d5\u9069\u5fdc\u3055\u305b\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u904b\u7528\u306e\u81ea\u52d5\u5316<\/b><b>:<\/b><span style=\"font-weight: 400;\"> AI\u3092\u5229\u7528\u3057\u305f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3 \u30c4\u30fc\u30eb\u306f\u30c7\u30fc\u30bf \u30bd\u30fc\u30b9\u306e\u30aa\u30f3\u30dc\u30fc\u30c7\u30a3\u30f3\u30b0\u3001\u500b\u5225\u30a2\u30e9\u30fc\u30c8\u306e\u95a2\u9023\u4ed8\u3051\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u60c5\u5831\u306e\u30a8\u30f3\u30ea\u30c3\u30c1\u5316\u306a\u3069\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3 \u30bf\u30b9\u30af\u306e\u81ea\u52d5\u5316\u306b\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3 \u30a4\u30d9\u30f3\u30c8\u306e\u8fc5\u901f\u306a\u5206\u6790\u3068\u95a2\u9023\u4ed8\u3051\u3001\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u306e\u7bc4\u56f2\u306e\u898b\u6975\u3081\u3001\u9069\u5207\u306a\u30ec\u30b9\u30dd\u30f3\u30b9 \u30a2\u30af\u30b7\u30e7\u30f3\u306e\u63d0\u6848\u3092\u901a\u3058\u3066\u3001\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8 \u30ec\u30b9\u30dd\u30f3\u30b9 \u30a2\u30af\u30b7\u30e7\u30f3\u306e\u81ea\u52d5\u5316\u306b\u3082\u8ca2\u732e\u3057\u307e\u3059\u3002\u305d\u306e\u7d50\u679c\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3 \u30c1\u30fc\u30e0\u306e\u8ca0\u8377\u304c\u6e1b\u5c11\u3057\u696d\u52d9\u304c\u52b9\u7387\u5316\u3055\u308c\u308b\u305f\u3081\u3001\u3088\u308a\u8907\u96d1\u3067\u6226\u7565\u7684\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u554f\u984c\u306b\u6ce8\u529b\u3067\u304d\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u9ad8\u7cbe\u5ea6\u306a\u81ea\u52d5\u5316\u306f\u5e73\u5747\u691c\u51fa\u6642\u9593(MTTD)\u3068\u5e73\u5747\u30ec\u30b9\u30dd\u30f3\u30b9\u6642\u9593(MTTR)\u3092\u77ed\u7e2e\u3067\u304d\u308b\u305f\u3081\u3001\u30b5\u30a4\u30d0\u30fc\u653b\u6483\u306e\u88ab\u5bb3\u8efd\u6e1b\u3068\u3001\u8106\u5f31\u6027\u306b\u6652\u3055\u308c\u308b\u6642\u9593\u306e\u6700\u77ed\u5316\u306b\u6709\u52b9\u3067\u3059\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u8105\u5a01\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u5206\u6790<\/b><b>:<\/b><span style=\"font-weight: 400;\"> \u4e88\u9632\u7684\u306a\u8105\u5a01\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u4e88\u6e2c\u5206\u6790\u306f\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u6226\u7565\u306b\u6b20\u304b\u305b\u306a\u3044\u8981\u7d20\u3067\u3059\u3002AI\u3092\u5229\u7528\u3059\u308b\u3068\u3001\u591a\u69d8\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3 \u30c7\u30fc\u30bf \u30bd\u30fc\u30b9\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u5206\u6790\u3057\u3066\u6700\u65b0\u306e\u8105\u5a01\u3092\u7279\u5b9a\u3057\u3001\u6f5c\u5728\u7684\u306a\u653b\u6483\u30d9\u30af\u30c8\u30eb\u306b\u672a\u7136\u306b\u5bfe\u51e6\u3067\u304d\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u6575\u5bfe\u7684AI\u6280\u8853\u3067\u751f\u6210\u3057\u305f\u653b\u6483\u3092\u5b66\u7fd2\u3059\u308b\u3053\u3068\u3067\u3001\u30b5\u30a4\u30d0\u30fc\u9632\u5fa1\u3092\u7d99\u7d9a\u7684\u306b\u6539\u5584\u3067\u304d\u307e\u3059\u3002\u4e88\u9632\u7684\u9632\u5fa1\u306bAI\u3092\u6d3b\u7528\u3059\u308b\u3068\u3001\u653b\u6483\u306b\u5148\u3093\u3058\u3066\u30ea\u30b9\u30af\u3092\u8efd\u6e1b\u3057\u3001\u5168\u9762\u653b\u6483\u306b\u767a\u5c55\u3059\u308b\u524d\u306b\u9632\u3050\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u3053\u308c\u3089\u306e\u6226\u7565\u3092\u4eca\u5b9f\u88c5\u3059\u308b\u3053\u3068\u3067\u3001\u30b5\u30a4\u30d0\u30fc\u653b\u6483\u3092\u52b9\u679c\u7684\u306b\u691c\u51fa\u3057\u3066\u963b\u6b62\u3059\u308b\u80fd\u529b\u3092\u9ad8\u3081\u3089\u308c\u307e\u3059\u3002<\/span><\/p>\n<h2><b>\u4eca\u5f8c\u306e\u30c8\u30ec\u30f3\u30c9\u3068\u52a9\u8a00<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u30b5\u30a4\u30d0\u30fc\u653b\u6483\u3068\u30b5\u30a4\u30d0\u30fc\u9632\u5fa1\u306b\u95a2\u3059\u308bAI\u306e\u91cd\u8981\u6027\u306f\u4eca\u5f8c\u3055\u3089\u306b\u9ad8\u307e\u308b\u898b\u8fbc\u307f\u3067\u3059\u3002AI\u3092\u5229\u7528\u3057\u305f\u653b\u6483\u306e\u624b\u53e3\u306f\u4eca\u5f8c\u3082\u5de7\u5999\u5316\u3057\u7d9a\u3051\u308b\u3068\u4e88\u6e2c\u3055\u308c\u308b\u305f\u3081\u3001\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u6226\u7565\u306b\u3082\u7d76\u3048\u9593\u306a\u3044\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002AI\u3092\u5229\u7528\u3057\u305f\u8105\u5a01\u306b\u5148\u624b\u3092\u6253\u3064\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u6d3b\u52d5\u306b\u512a\u5148\u7684\u306b\u53d6\u308a\u7d44\u3080\u3053\u3068\u3092\u63a8\u5968\u3057\u307e\u3059:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>AI\u3092\u5229\u7528\u3057\u305f\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3078\u306e\u6ce8\u529b:<\/b><span style=\"font-weight: 400;\"> \u9032\u5316\u3059\u308b\u8105\u5a01\u306b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u9069\u5fdc\u53ef\u80fd\u306aAI\u5229\u7528\u30b5\u30a4\u30d0\u30fc\u9632\u5fa1\u30b7\u30b9\u30c6\u30e0\u306e\u5b9f\u88c5\u306b\u30ea\u30bd\u30fc\u30b9\u3092\u914d\u5206\u3059\u308b\u3079\u304d\u3067\u3059\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u9023\u643a\u3068\u8105\u5a01\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306e\u5171\u6709: <\/b><span style=\"font-weight: 400;\">\u540c\u696d\u4ed6\u793e\u3084\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3 \u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3068\u8105\u5a01\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3092\u5171\u6709\u3059\u308b\u3053\u3068\u3067\u3001AI\u5229\u7528\u653b\u6483\u306b\u5bfe\u3059\u308b\u96c6\u5408\u7684\u306a\u9632\u5fa1\u3092\u6539\u5584\u3067\u304d\u307e\u3059\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u610f\u8b58\u3059\u308b\u6587\u5316\u306e\u91b8\u6210:<\/b><span style=\"font-weight: 400;\"> AI\u3092\u7528\u3044\u305f\u30b5\u30a4\u30d0\u30fc\u653b\u6483\u306b\u3064\u3044\u3066\u306e\u30ea\u30b9\u30af\u3068\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u3092\u5f93\u696d\u54e1\u306b\u6559\u80b2\u3059\u308b\u3053\u3068\u3067\u3001\u4f01\u696d\u306e\u7dcf\u5408\u7684\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4f53\u5236\u3092\u5f37\u5316\u3067\u304d\u307e\u3059\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u9032\u5316\u3059\u308bAI\u30c6\u30af\u30ce\u30ed\u30b8\u306b\u95a2\u3059\u308b\u6700\u65b0\u60c5\u5831\u3092\u5165\u624b:<\/b><span style=\"font-weight: 400;\"> \u6700\u65b0\u306eAI\u30c6\u30af\u30ce\u30ed\u30b8\u3068\u3001\u30b5\u30a4\u30d0\u30fc\u653b\u6483\u3068\u30b5\u30a4\u30d0\u30fc\u9632\u5fa1\u4e21\u9762\u306e\u6f5c\u5728\u7684\u7528\u9014\u306b\u3064\u3044\u3066\u3001\u6700\u65b0\u60c5\u5831\u3092\u7d76\u3048\u305a\u5165\u624b\u3059\u308b\u3079\u304d\u3067\u3059\u3002<\/span><\/li>\n<\/ul>\n<h2><b>AI\u3092\u6d3b\u7528\u3057\u3066\u30b5\u30a4\u30d0\u30fc\u8105\u5a01\u3068\u6226\u3046<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u7d76\u3048\u305a\u5909\u5316\u3059\u308b\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u74b0\u5883\u3067\u3001AI\u3092\u60aa\u7528\u3057\u305f\u30b5\u30a4\u30d0\u30fc\u653b\u6483\u304c\u5897\u52a0\u50be\u5411\u306b\u3042\u308b\u3053\u3068\u3092\u8a8d\u8b58\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002\u6a5f\u5bc6\u30c7\u30fc\u30bf\u3001\u30b7\u30b9\u30c6\u30e0\u3001\u30a4\u30f3\u30d5\u30e9\u3092\u5b88\u308b\u305f\u3081\u3001\u3082\u306f\u3084\u30b5\u30a4\u30d0\u30fc\u9632\u5fa1\u3078\u306eAI\u5229\u7528\u306f\u30aa\u30d7\u30b7\u30e7\u30f3\u3067\u306f\u306a\u304f\u5fc5\u9808\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u8105\u5a01\u691c\u51fa\u306bAI\u3092\u6d3b\u7528\u3057\u3001AI\u3092\u7528\u3044\u305f\u30b5\u30a4\u30d0\u30fc\u9632\u5fa1\u30b7\u30b9\u30c6\u30e0\u3092\u5b9f\u88c5\u3057\u3001\u4e88\u9632\u7684\u306a\u8105\u5a01\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3092\u63a1\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u5f37\u5316\u3057AI\u3092\u5229\u7528\u3057\u305f\u653b\u6483\u3078\u306e\u5f37\u976d\u6027\u3092\u7dad\u6301\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u74b0\u5883\u3067\u306eAI\u5c0e\u5165\u306e\u30dd\u30a4\u30f3\u30c8\u306f\u3001\u5358\u306b\u653b\u6483\u5074\u306b\u8ffd\u3044\u3064\u304f\u3060\u3051\u3067\u306a\u304f\u3001\u30b5\u30a4\u30d0\u30fc\u8105\u5a01\u3068\u306e\u6226\u3044\u3067\u5e38\u306b\u4e00\u6b69\u5148\u3092\u884c\u304f\u3053\u3068\u306b\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><a href=\"https:\/\/www.paloaltonetworks.jp\/precision-ai-security\" rel=\"nofollow,noopener\" ><span style=\"font-weight: 400;\">Precision AI<\/span><\/a><span style=\"font-weight: 400;\">\u306e\u8a73\u7d30\u306f\u3053\u3061\u3089\u3002<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4eba\u5de5\u77e5\u80fd(AI)\u30c6\u30af\u30ce\u30ed\u30b8\u306f\u304b\u306d\u3066\u304b\u3089\u5b58\u5728\u3057\u307e\u3059\u304c\u3001\u8868\u821e\u53f0\u306b\u51fa\u305f\u306e\u306f\u9593\u9055\u3044\u306a\u304f\u6628\u5e74\u3067\u3059\u3002\u65b0\u3057\u3044\u30c6\u30af\u30ce\u30ed\u30b8\u304c\u6ce8\u76ee\u3092\u96c6\u3081\u308b\u3068\u3001\u8ab0\u3082\u304c\u4ed5\u4e8b\u3068\u66ae\u3089\u3057\u3092\u697d\u306b\u3059\u308b\u4f7f\u3044\u9053\u3092\u6a21\u7d22\u3057\u307e\u3059\u3002AI\u30c6\u30af\u30ce\u30ed\u30b8\u306e\u6025\u901f\u306a\u666e\u53ca\u306b\u3088\u3063\u3066\u30d3\u30b8\u30cd\u30b9\u306e\u9032\u3081\u65b9\u304c\u9032\u6b69\u3057\u305f\u306e\u306f\u78ba\u304b\u3067\u3059\u304c\u3001\u305d\u306e\u88cf\u3067\u306f\u30b5\u30a4\u30d0\u30fc\u653b\u6483\u306e\u65b0\u305f\u306a\u6a5f\u4f1a\u3082\u751f\u307e\u308c\u307e\u3057\u305f\u3002 AI\u3092\u60aa\u7528\u3057\u3066\u5f93\u6765\u3088\u308a\u3082\u8fc5\u901f\u3067\u5927\u898f\u6a21\u3067\u52b9\u679c\u7684\u306a\u30b5\u30a4\u30d0\u30fc\u653b\u6483\u3092\u884c\u3046\u4e8b\u4f8b\u304c\u5897\u3048\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306b\u5bfe\u6297\u3059\u308b\u306b\u306f\u3001\u653b\u6483\u5074\u3068\u540c\u3058\u3088\u3046\u306b\u30b5\u30a4\u30d0\u30fc\u9632\u5fa1\u6226\u7565\u306bAI\u3092\u6d3b\u7528\u3057\u3066\u30ec\u30b9\u30dd\u30f3\u30b9\u3059\u308b\u3053\u3068\u304c\u5fc5\u8981\u3067\u3059\u3002\u305d\u3053\u3067\u5f79\u306b\u7acb\u3064\u306e\u304c\u3001\u5f0a\u793e\u72ec\u81ea\u306eAI\u30b7\u30b9\u30c6\u30e0\u300cPrecision AI\u300d\u3067\u3059\u3002Precision AI\u306f\u8c4a\u5bcc\u306a\u30c7\u30fc\u30bf\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u7279\u5316\u3057\u305f\u30e2\u30c7\u30eb\u306b\u3088\u3063\u3066AI\u306e\u51fa\u529b\u306b\u5bfe\u3059\u308b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3 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C4)\u304c\u983b\u7e41\u306b\u4f7f\u7528\u3055\u308c\u308b\u307b\u304b\u3001\u30de\u30eb\u30a6\u30a7\u30a2\u306e\u8ee2\u7528\u3082\u884c\u308f\u308c\u307e\u3059\u3002\u65b0\u3057\u3044AI\u30c6\u30af\u30ce\u30ed\u30b8\u306b\u95a2\u3057\u3066\u3082\u540c\u69d8\u306e\u6d3b\u52d5\u30d1\u30bf\u30fc\u30f3\u304c\u78ba\u8a8d\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u65b0\u305f\u306aAI\u30c4\u30fc\u30eb\u304c\u5e02\u5834\u306b\u51fa\u308b\u305f\u3073\u306b\u3001\u5404\u7a2e\u653b\u6483\u30d9\u30af\u30c8\u30eb\u306e\u81ea\u52d5\u5316\u3068\u5f37\u5316\u306b\u5411\u3051\u305fAI\u5229\u7528\u304c\u62e1\u5927\u3059\u308b\u306e\u3067\u3059\u3002 AI\u3092\u60aa\u7528\u3057\u305f\u653b\u6483\u306e\u4f8b\u3092\u4ee5\u4e0b\u306b\u793a\u3057\u307e\u3059\u3002: \u5075\u5bdf\u306e\u5b9f\u884c: 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