{"id":109654,"date":"2020-11-24T03:00:17","date_gmt":"2020-11-24T11:00:17","guid":{"rendered":"https:\/\/unit42.paloaltonetworks.com\/?p=109654"},"modified":"2022-10-26T17:59:01","modified_gmt":"2022-10-27T00:59:01","slug":"android-apps-data-leakage","status":"publish","type":"post","link":"https:\/\/origin-unit42.paloaltonetworks.com\/ja\/android-apps-data-leakage\/","title":{"rendered":"Google Play \u30b9\u30c8\u30a2\u306eAndroid\u30a2\u30d7\u30ea\u306b\u500b\u4eba\u3092\u7279\u5b9a\u53ef\u80fd\u306a\u30c7\u30fc\u30bf\u306e\u6f0f\u3048\u3044\u304c\u767a\u899a \u7c73\u56fd\u3067600\u4e07\u56de\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u5b9f\u7e3e\u306e\u3042\u308bBaidu\u30a2\u30d7\u30ea\u3082"},"content":{"rendered":"<h2>\u6982\u8981<\/h2>\n<p>\u30e2\u30d0\u30a4\u30eb\u30a2\u30d7\u30ea\u304b\u3089\u306e\u30c7\u30fc\u30bf\u6f0f\u3048\u3044\u306f <a href=\"https:\/\/www.computerworld.com\/article\/2469337\/google-android-apps-leak-private-data-to-advertisers.html\">\u3053\u306e\u696d\u754c\u3067\u306f\u3088\u304f\u3042\u308b\u554f\u984c<\/a>\u3067\u3059\u3002\u6f0f\u3048\u3044\u3057\u305f\u30c7\u30fc\u30bf\u306f\u30e6\u30fc\u30b6\u30fc\u306e\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3092\u4fb5\u5bb3\u3057\u3001\u7aef\u672b\u306e\u4f4d\u7f6e\u60c5\u5831\u53ce\u96c6\u3084\u901a\u8a71\u5c65\u6b74\u53d6\u5f97\u306a\u3069\u3001\u30b5\u30a4\u30d0\u30fc\u72af\u7f6a\u8005\u306b\u3088\u308b<a href=\"https:\/\/www.computaris.com\/how-can-mobile-operators-secure-their-networks-from-hacker-attacks\/#:~:text=Once%20an%20IMSI%20number%20is,the%20device%20can%20be%20recorded.\">\u3055\u3089\u306a\u308b\u653b\u6483\u306b<\/a>\u4f7f\u7528\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>Unit 42\u306e\u30ea\u30b5\u30fc\u30c1\u30e3\u30fc\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\uff08ML\uff09\u30d9\u30fc\u30b9\u306e\u30b9\u30d1\u30a4\u30a6\u30a7\u30a2\u691c\u51fa\u30b7\u30b9\u30c6\u30e0\u306e\u52a9\u3051\u3092\u501f\u308a\u3066\u3001\u30c7\u30fc\u30bf\u3092\u6f0f\u3048\u3044\u3059\u308b\u8907\u6570\u306eAndroid\u30a2\u30d7\u30ea\u304c\u7c73\u56fdGoogle Play\u30b9\u30c8\u30a2\u306b\u3042\u308b\u3053\u3068\u3092\u7279\u5b9a\u3057\u307e\u3057\u305f\u3002\u305d\u306e\u306a\u304b\u306b\u306f\u3001600\u4e07\u56de\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u5b9f\u7e3e\u3092\u3082\u3064Baidu (\u30d0\u30a4\u30c9\u30a5) \u306eBaidu Search Box\u3084Baidu Maps\u3082\u542b\u307e\u308c\u3066\u3044\u307e\u3057\u305f\u3002\u6f0f\u3048\u3044\u3057\u305f\u30c7\u30fc\u30bf\u306b\u3088\u308a\u3001\u5834\u5408\u306b\u3088\u3063\u3066\u306f\u30e6\u30fc\u30b6\u30fc\u306f\u4e00\u751f\u6daf\u3001\u8ffd\u8de1\u3092\u3055\u308c\u3066\u3057\u307e\u3046\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u7c73\u56fd\u306eGoogle Play\u30b9\u30c8\u30a2\u3067\u5229\u7528\u53ef\u80fd\u306aAndroid\u30a2\u30d7\u30ea\u306e\u8abf\u67fb\u304b\u3089\u78ba\u8a8d\u3057\u305f\u8a3c\u62e0\u306b\u3088\u308c\u3070\u3001Baidu Search Box\u3068Baidu Maps\u306e\u3059\u3079\u3066\u306e\u30e6\u30fc\u30b6\u30fc\uff08\u63a8\u5b9a14\u5104\u30e6\u30fc\u30b6\u30fc\uff09\u304c\u5f71\u97ff\u3092\u53d7\u3051\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u3046\u3057\u305f\u30c7\u30fc\u30bf\u304c\u3044\u3063\u305f\u3093\u6f0f\u3048\u3044\u3057\u305f\u5834\u5408\u3001\u3069\u306e\u3088\u3046\u306b<a href=\"https:\/\/unit42.paloaltonetworks.jp\/gps-tracking-and-future-application-for-iot\/\">\u653b\u6483\u8005\u306b\u4f7f\u7528\u3055\u308c\u3046\u308b\u304b<\/a>\u306b\u3064\u3044\u3066\u306f\u3001\u4ee5\u524d\u306eUnit42\u306e\u8abf\u67fb\u3067\u6982\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>Unit 42\u306f\u3053\u306e\u767a\u898b\u3092\u30d0\u30a4\u30c9\u30a5\u306b\u901a\u77e5\u3057\u3001\u8abf\u67fb\u7d50\u679c\u3092Google\u306eAndroid\u30c1\u30fc\u30e0\u306b\u3082\u77e5\u3089\u305b\u307e\u3057\u305f\u3002Android\u30c1\u30fc\u30e0\u306f\u79c1\u305f\u3061\u306e\u8abf\u67fb\u7d50\u679c\u3092\u8ffd\u78ba\u8a8d\u3057\u3001\u307b\u304b\u306b\u3082\u9055\u53cd\u304c\u3042\u308b\u3053\u3068\u3092\u7279\u5b9a\u3057\u3001\u30b0\u30ed\u30fc\u30d0\u30eb\u306eGoogle Play\u30b9\u30c8\u30a2\u304b\u3089\u3053\u308c\u3089\u306e\u30a2\u30d7\u30ea\u3092\u524a\u9664\u3057\u307e\u3057\u305f\uff082020\u5e7410\u670828\u65e5\u4ed8\u3051\uff09\u3002Google Play\u30b9\u30c8\u30a2\u306e\u898f\u7d04\u306b\u6e96\u62e0\u3057\u305f\u30d0\u30fc\u30b8\u30e7\u30f3\u306eBaidu Search Box\u306f2020\u5e7411\u670819\u65e5\u306bGoogle Play\u30b9\u30c8\u30a2\u3067\u30b0\u30ed\u30fc\u30d0\u30eb\u306b\u5229\u7528\u53ef\u80fd\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u305f\u3060\u3057Baidu Maps\u306b\u3064\u3044\u3066\u306f\u30b0\u30ed\u30fc\u30d0\u30eb\u30ec\u30d9\u30eb\u3067\u5229\u7528\u3067\u304d\u306a\u3044\u72b6\u6cc1\u3067\u3059\uff08\u672c\u7a3f\u57f7\u7b46\u6642\u70b9\uff09\u3002<\/p>\n<p>Google\u306eAndroid\u30c1\u30fc\u30e0\u306f\u300cGoogle Play\u30b9\u30c8\u30a2\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5f37\u5316\u306b\u53d6\u308a\u7d44\u3093\u3067\u304f\u3060\u3055\u308b\u30ea\u30b5\u30fc\u30c1\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3084\u3001\u30d1\u30ed\u30a2\u30eb\u30c8\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30b9\u3092\u542b\u3080\u4f01\u696d\u306e\u7686\u3055\u307e\u304b\u3089\u306e\u3054\u5354\u529b\u306b\u611f\u8b1d\u3044\u305f\u3057\u307e\u3059\u3002\u4eca\u5f8c\u3001\u3055\u3089\u306b\u591a\u304f\u306e\u30ea\u30b5\u30fc\u30c1\u3067\u3001\u3053\u3046\u3057\u305f\u7686\u3055\u3093\u3068\u5354\u529b\u3067\u304d\u308b\u3053\u3068\u3092\u671f\u5f85\u3057\u3066\u3044\u307e\u3059\u3002\u300d\u3068\u8ff0\u3079\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u5178\u578b\u7684\u306aAndroid\u30de\u30eb\u30a6\u30a7\u30a2\u306e\u632f\u308b\u821e\u3044\u306f\u3001Google Play\u30b9\u30c8\u30a2\u306a\u3069\u516c\u5f0f\u30a2\u30d7\u30ea\u30b9\u30c8\u30a2\u304b\u3089\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3067\u304d\u308b\u30a2\u30d7<wbr \/>\u30ea\u304b\u3089\u3082\u78ba\u8a8d\u3055\u308c\u3066\u304a\u308a\u3001\u306a\u304b\u306b\u306f\u6708\u9593\u30a2\u30af\u30c6\u30a3\u30d6\u30e6\u30fc\u30b6\u30fc\u304c\u6570\u767e\u4e07\u4eba\u306b\u304a\u3088\u3076\u3082\u306e\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u30d1\u30ed\u30a2\u30eb\u30c8\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30b9\u306e\u304a\u5ba2\u69d8\u306f\u3001<a href=\"https:\/\/www.paloaltonetworks.jp\/network-security\/next-generation-firewall\">\u6b21\u4e16\u4ee3\u30d5\u30a1\u30a4\u30a2\u30a6\u30a9\u30fc\u30eb<\/a>\u8105\u5a01\u8b58\u5225\u30fb\u30b9\u30d1\u30a4\u30a6\u30a7\u30a2\u8b58\u5225\u3068\u3001<a href=\"https:\/\/www.paloaltonetworks.jp\/products\/secure-the-network\/wildfire\">WildFire<\/a>\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3\u306e\u3082\u3064\u30d5\u30a1\u30a4\u30eb\u5206\u6790\u6a5f\u80fd\u306b\u3088\u3063\u3066\u4fdd\u8b77\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u6f0f\u3048\u3044\u3092\u9632\u3050\u305f\u3081\u3001Android\u30a2\u30d7\u30ea\u306e\u958b\u767a\u8005\u306f<a href=\"https:\/\/developer.android.com\/training\/articles\/user-data-ids\">Android\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u30ac\u30a4\u30c9<\/a>\u306b\u5f93\u3063\u3066\u30e6\u30fc\u30b6\u30fc\u30c7\u30fc\u30bf\u3092\u6b63\u3057\u304f\u51e6\u7406\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u307e\u305fAndroid\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u81ea\u8eab\u306e\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u30a2\u30d7\u30ea\u304c\u30ea\u30af\u30a8\u30b9\u30c8\u3059\u308b\u5fc5\u8981\u306a\u6a29\u9650\u306b\u3064\u3044\u3066\u628a\u63e1\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h2>\u6a5f\u5fae\u60c5\u5831\u3092\u6f0f\u3048\u3044\u3059\u308bAndroid\u30a2\u30d7\u30ea<\/h2>\n<p>Android\u30a2\u30d7\u30ea\u306e\u306a\u304b\u306b\u306f\u3001\u30c7\u30d0\u30a4\u30b9\u304b\u3089\u30e6\u30fc\u30b6\u30fc\u306e\u30c7\u30fc\u30bf\u3092\u6f0f\u3048\u3044\u3059\u308b\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002\u9001\u4fe1\u3055\u308c\u308b\u60c5\u5831\u306e\u7a2e\u985e\u3088\u3063\u3066\u306f\u3001\u6f0f\u3048\u3044\u30c7\u30fc\u30bf\u306b\u6a5f\u5fae\u306a\u30c7\u30fc\u30bf\u304c\u542b\u307e\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002Android\u30a2\u30d7\u30ea\u304c\u6f0f\u3048\u3044\u3057\u3084\u3059\u3044\u30c7\u30fc\u30bf\u306b\u306f\u6b21\u306e\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u643a\u5e2f\u96fb\u8a71\u306e\u6a5f\u7a2e<\/li>\n<li>\u753b\u9762\u89e3\u50cf\u5ea6<\/li>\n<li>\u96fb\u8a71\u306e MAC \u30a2\u30c9\u30ec\u30b9<\/li>\n<li>\u30ad\u30e3\u30ea\u30a2(\u30c6\u30ec\u30b3\u30e0\u30d7\u30ed\u30d0\u30a4\u30c0)<\/li>\n<li>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af(Wi-Fi\u30012G\u30013G\u30014G\u30015G)<\/li>\n<li>Android ID<\/li>\n<li>IMSI (International Mobile Subscriber Identity \u643a\u5e2f\u96fb\u8a71\u306e\u5951\u7d04\u8005\u306b\u5272\u308a\u632f\u3089\u308c\u308b\u56fd\u969b\u7684\u306a\u8b58\u5225\u756a\u53f7)<\/li>\n<li>IMEI (International Mobile Equipment Identity \u56fd\u969b\u79fb\u52d5\u4f53\u88c5\u7f6e\u8b58\u5225\u756a\u53f7)<\/li>\n<\/ul>\n<p>\u3053\u306e\u306a\u304b\u306b\u306f\u753b\u9762\u89e3\u50cf\u5ea6\u306a\u3069\u306e\u6bd4\u8f03\u7684\u7121\u5bb3\u306a\u3082\u306e\u3082\u3042\u308a\u307e\u3059\u304c\u3001IMSI \u306a\u3069\u306e\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3059\u308c\u3070\u3001\u96fb\u8a71\u3092\u5909\u3048\u3066\u756a\u53f7\u3092\u53d6\u5f97\u3057\u306a\u304a\u3057\u305f\u5834\u5408\u3067\u3082\u30e6\u30fc\u30b6\u30fc\u3092\u4e00\u610f\u306b\u8b58\u5225\u30fb\u8ffd\u8de1\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3068\u306a\u3063\u3066\u3057\u307e\u3044\u307e\u3059 \u3002IMEI\u306f\u7269\u7406\u30c7\u30d0\u30a4\u30b9\u306e\u4e00\u610f\u306e\u8b58\u5225\u5b50\u3067\u3001\u88fd\u9020\u65e5\u3084\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u4ed5\u69d8\u306a\u3069\u306e\u60c5\u5831\u3092\u8868\u3059\u3082\u306e\u3067\u3059\u3002<\/p>\n<p>IMSI\u306f\u30bb\u30eb\u30e9\u30fc\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u52a0\u5165\u8005\u3092\u4e00\u610f\u306b\u8b58\u5225\u3059\u308b\u3082\u306e\u3067\u3001\u901a\u5e38\u306f\u30c7\u30d0\u30a4\u30b9\u3092\u307e\u305f\u3044\u3067\u6301\u3061\u904b\u3073\u3067\u304d\u308b\u96fb\u8a71\u306eSIM\u30ab\u30fc\u30c9\u306b\u95a2\u9023\u4ed8\u3051\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u3069\u3061\u3089\u306e\u8b58\u5225\u5b50\u3082\u643a\u5e2f\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5185\u306e\u30e6\u30fc\u30b6\u30fc\u3092\u8ffd\u8de1\u30fb\u691c\u7d22\u3059\u308b\u76ee\u7684\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>IMSI\u306a\u3069\u306e\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3059\u308bAndroid\u30a2\u30d7\u30ea\u306f\u3001\u8907\u6570\u306e\u30c7\u30d0\u30a4\u30b9\u306e\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u3092\u307e\u305f\u3044\u3067\u30e6\u30fc\u30b6\u30fc\u3092\u8ffd\u8de1\u3067\u304d\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u30e6\u30fc\u30b6\u30fc\u304cSIM\u30ab\u30fc\u30c9\u3092\u65b0\u3057\u3044\u96fb\u8a71\u306b\u79fb\u3057\u3066\u3001\u904e\u53bb\u306bIMSI\u756a\u53f7\u306e\u53ce\u96c6\u30fb\u9001\u4fe1\u304c\u6e08\u3093\u3067\u3044\u308b\u30a2\u30d7\u30ea\u3092\u305d\u306e\u7aef\u672b\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u306a\u304a\u3057\u305f\u5834\u5408\u3001\u30a2\u30d7\u30ea\u958b\u767a\u8005\u306fIMSI\u3067\u305d\u306e\u30e6\u30fc\u30b6\u30fc\u3092\u4e00\u610f\u306b\u8b58\u5225\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u30b5\u30a4\u30d0\u30fc\u72af\u7f6a\u8005\u306b\u3068\u3063\u3066\u3001IMSI\u3084IMEI\u306a\u3069\u306e\u30c7\u30fc\u30bf\u306b\u306f\u3046\u307e\u307f\u304c\u591a\u3044\u306e\u3067\u3001\u305f\u3068\u3048\u3070\u30a2\u30af\u30c6\u30a3\u30d6\/\u30d1\u30c3\u30b7\u30d6IMSI\u30ad\u30e3\u30c3\u30c1\u30e3\u30fc\u306a\u3069\u306e\u624b\u6cd5\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001\u643a\u5e2f\u96fb\u8a71\u30e6\u30fc\u30b6\u30fc\u304b\u3089\u3053\u308c\u3089\u306e\u60c5\u5831\u3092\u508d\u53d7\u3057\u3088\u3046\u3068\u3057\u307e\u3059\u3002\u3044\u3063\u305f\u3093\u3053\u306e\u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u306b\u6210\u529f\u3059\u308b\u3068\u3001\u30b5\u30a4\u30d0\u30fc\u72af\u7f6a\u8005\u306f<a href=\"https:\/\/www.adaptivemobile.com\/blog\/adaptive-mobile-imsi-catchers\">\u30e6\u30fc\u30b6\u30fc\u306e\u30d7\u30ed\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\u3057\u3066\u3055\u3089\u306b<\/a>\u30e6\u30fc\u30b6\u30fc\u306e\u6a5f\u5fae\u306a\u60c5\u5831\u3092\u62bd\u51fa\u3057\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u30b5\u30a4\u30d0\u30fc\u72af\u7f6a\u8005\u304c\u96fb\u8a71\u306eIMEI\u756a\u53f7\u3092\u5165\u624b\u3057\u305f\u5834\u5408\u3001\u305d\u306e\u756a\u53f7\u3092\u4f7f\u3063\u3066\u300c\u96fb\u8a71\u304c\u76d7\u307e\u308c\u305f\u300d\u3068\u5831\u544a\u3057\u3001\u30d7\u30ed\u30d0\u30a4\u30c0\u306b<a href=\"https:\/\/www.fcc.gov\/consumers\/guides\/protect-your-mobile-device\">\u30c7\u30d0\u30a4\u30b9\u3092\u7121\u52b9\u5316\u3057\u3066\u3082\u3089\u3044\u3001\u643a\u5e2f\u96fb\u8a71\u304b\u3089\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u30d6\u30ed\u30c3\u30af\u3055\u305b\u308b<\/a>\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u307b\u304b\u3001\u30b5\u30a4\u30d0\u30fc\u72af\u7f6a\u8005\u3084\u56fd\u5bb6\u4e3b\u5c0e\u306e\u653b\u6483\u8005\u304c\u3053\u306e\u30c7\u30fc\u30bf\u3092\u60aa\u7528\u3059\u308c\u3070\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u304c\u4fb5\u5bb3\u3055\u308c\u305f\u308a\u3001\u6f0f\u3048\u3044\u3057\u305f\u60c5\u5831\u3092\u4f7f\u3063\u3066\u96fb\u8a71\u3084\u30c6\u30ad\u30b9\u30c8\u30e1\u30c3\u30bb\u30fc\u30b8\u304c\u508d\u53d7\u3055\u308c\u3066\u3057\u307e\u3046\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u5e73\u6587\u3084\u5f31\u3044\u6697\u53f7\u3067\u60c5\u5831\u3092\u8ee2\u9001\u3059\u308b\u3088\u3046\u306a\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u30b5\u30a4\u30d0\u30fc\u72af\u7f6a\u8005\u3084\u56fd\u5bb6\u4e3b\u5c0e\u306e\u653b\u6483\u8005\u304c\u508d\u53d7\u3059\u308c\u3070\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u3055\u3089\u306a\u308b\u30ea\u30b9\u30af\u306b\u3055\u3089\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u3046\u3057\u305fIMEI\u3001IMSI\u3001\u96fb\u8a71\u306eMAC\u30a2\u30c9\u30ec\u30b9\u306a\u3069\u306e\u30c7\u30d0\u30a4\u30b9\u56fa\u6709\u60c5\u5831\u306e\u6a5f\u5bc6\u6027\u306b\u3064\u3044\u3066\u306f\u3001\u4e00\u610f\u306a\u30e6\u30fc\u30b6\u30fc\u8b58\u5225\u5b50\u306e\u51e6\u7406\u65b9\u6cd5\u306b\u95a2\u3059\u308b\u30a2\u30d7\u30ea\u958b\u767a\u8005\u5411\u3051<a href=\"https:\/\/developer.android.com\/training\/articles\/user-data-ids\">Android\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u30ac\u30a4\u30c9<\/a>\u3067\u3082\u91cd\u306d\u3066\u5f37\u8abf\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u3053\u306e\u30ac\u30a4\u30c9\u3067\u306fIMSI\u3084Android ID\u306a\u3069\u30e6\u30fc\u30b6\u30fc\u304c\u30ea\u30bb\u30c3\u30c8\u3067\u304d\u306a\u3044\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u56fa\u6709\u8b58\u5225\u5b50\u306e\u5229\u7528\u3092\u907f\u3051\u308b\u3053\u3068\u306e\u91cd\u8981\u6027\u306b\u3064\u3044\u3066\u6307\u6458\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>\u30c7\u30fc\u30bf\u3092\u6f0f\u3048\u3044\u3059\u308bAndroid\u30a2\u30d7\u30ea\u306e\u767a\u898b<\/h2>\n<p>\u30c7\u30fc\u30bf\u3092\u6f0f\u3048\u3044\u3059\u308b\u30a2\u30d7\u30ea\u306e\u30b5\u30f3\u30d7\u30eb\u3092\u793a\u3059\u305f\u3081\u3001\u3053\u3053\u3067\u306f\u5f0a\u793e\u306e\u6a5f\u68b0\u5b66\u7fd2\uff08ML\uff09\u30d9\u30fc\u30b9\u306e\u30b9\u30d1\u30a4\u30a6\u30a7\u30a2\u691c\u51fa\u30b7\u30b9\u30c6\u30e0\u304c\u8b58\u5225\u3057\u305fAndroid\u30de\u30eb\u30a6\u30a7\u30a2<span style=\"font-family: 'courier new', courier, monospace;\">UmengAdware<\/span>( SHA256\uff1a<span style=\"font-family: 'courier new', courier, monospace;\">49d7a7c4a2e6afe1feb3642f8aabe314f8c8fa156658e3f3bc0bf6926950d0c1<\/span> )\u304b\u3089\u306e\u4ee5\u4e0b\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u53d6\u308a\u4e0a\u3052\u3066\u3044\u304d\u307e\u3059\u3002\u3053\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u306f\u3001\u30de\u30eb\u30a6\u30a7\u30a2\u306e\u30b5\u30f3\u30c9\u30dc\u30c3\u30af\u30b9\u3067\u3042\u308bWildFire\u3067\u5b9f\u884c\u3055\u308c\u305fAndroid\u30a2\u30d7\u30ea\u304b\u3089\u3001\u4e2d\u56fd\u306b\u3042\u308b\u5b9b\u5148IP\u30a2\u30c9\u30ec\u30b9\uff08202[.]108.23.105\uff09\u306b\u5bfe\u3057\u3066\u9001\u4fe1\u3055\u308c\u305f\u3082\u306e\u3067\u3059\u3002<\/p>\n<p><span style=\"font-family: 'courier new', courier, monospace;\">{\u201ctiny_msghead\u201d:1,\u201ddevinfolength\u201d:167,\u201dchannel_token\u201d:\u201d036442386962228444241069682909576236472810696832741015194936\u2033,\u201ddevinfo\u201d:\u201d<strong><span style=\"color: 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id=\"attachment_109631\" aria-describedby=\"caption-attachment-109631\" style=\"width: 756px\" class=\"wp-caption aligncenter\"><img  class=\"wp-image-109631 lozad\"  data-src=\"https:\/\/unit42.paloaltonetworks.com\/wp-content\/uploads\/2020\/11\/word-image-50.png\" alt=\"\u643a\u5e2f\u96fb\u8a71\u306e\u30e2\u30c7\u30eb\u3001MAC\u30a2\u30c9\u30ec\u30b9\u3001IMSI\u756a\u53f7\u306a\u3069\u3001Baidu Maps v10.24.8\u3092\u30ea\u30d0\u30fc\u30b9\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3057\u305fAndroid\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u5185\u306e\u8907\u6570\u306b\u542b\u307e\u308c\u308b\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u8b58\u5225\u5b50\u306e\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u3002\u6a5f\u68b0\u5b66\u7fd2\uff08ML\uff09\u30d9\u30fc\u30b9\u306e\u30b9\u30d1\u30a4\u30a6\u30a7\u30a2\u691c\u51fa\u30b7\u30b9\u30c6\u30e0\u3067\u30c7\u30fc\u30bf\u6f0f\u3048\u3044\u306e\u30b5\u30f3\u30d7\u30eb\u3092\u7279\u5b9a\u3057\u3001\u30c7\u30fc\u30bf\u6f0f\u3048\u3044\u3092\u5f15\u304d\u8d77\u3053\u3057\u305f\u30b3\u30fc\u30c9\u3092\u8abf\u67fb\u3057\u305f \" width=\"756\" height=\"726\" \/><figcaption id=\"caption-attachment-109631\" class=\"wp-caption-text\">\u56f31 Baidu Maps v10.24.8\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u69cb\u9020\u3092\u8868\u3057\u305fAndroid\u30b3\u30fc\u30c9\u3002\u643a\u5e2f\u96fb\u8a71\u306e\u30e2\u30c7\u30eb\u3001MAC\u30a2\u30c9\u30ec\u30b9\u3001IMSI\u756a\u53f7\u306a\u3069\u3001Baidu Maps v10.24.8\u3092\u30ea\u30d0\u30fc\u30b9\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3057\u305fAndroid\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u5185\u306e\u8907\u6570\u306b\u542b\u307e\u308c\u308b\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u8b58\u5225\u5b50\u306e\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u3002\u6a5f\u68b0\u5b66\u7fd2\uff08ML\uff09\u30d9\u30fc\u30b9\u306e\u30b9\u30d1\u30a4\u30a6\u30a7\u30a2\u691c\u51fa\u30b7\u30b9\u30c6\u30e0\u3067\u30c7\u30fc\u30bf\u6f0f\u3048\u3044\u306e\u30b5\u30f3\u30d7\u30eb\u3092\u7279\u5b9a\u3057\u3001\u30c7\u30fc\u30bf\u6f0f\u3048\u3044\u3092\u5f15\u304d\u8d77\u3053\u3057\u305f\u30b3\u30fc\u30c9\u3092\u8abf\u67fb\u3057\u305f\u3082\u306e\u3002<\/figcaption><\/figure>\n<figure id=\"attachment_109633\" aria-describedby=\"caption-attachment-109633\" style=\"width: 752px\" class=\"wp-caption aligncenter\"><img  class=\"wp-image-109633 lozad\"  data-src=\"https:\/\/unit42.paloaltonetworks.com\/wp-content\/uploads\/2020\/11\/word-image-51.png\" alt=\"getSubscriberId() \u95a2\u6570\u547c\u3073\u51fa\u3057\u3092\u884c\u3044IMSI\u756a\u53f7\u3092\u30c7\u30d0\u30a4\u30b9\u304b\u3089\u62bd\u51fa \" width=\"752\" height=\"266\" \/><figcaption id=\"caption-attachment-109633\" class=\"wp-caption-text\">\u56f32 Baidu Maps v10.24.8\u3067\u898b\u3064\u304b\u3063\u305fIMSI\u756a\u53f7\u3092\u62bd\u51fa\u3059\u308bAndroid\u95a2\u6570\u3002getSubscriberId() \u95a2\u6570\u547c\u3073\u51fa\u3057\u3092\u884c\u3044IMSI\u756a\u53f7\u3092\u30c7\u30d0\u30a4\u30b9\u304b\u3089\u62bd\u51fa\u3057\u3066\u3044\u308b<\/figcaption><\/figure>\n<p>\u56f32\u306b\u793a\u3057\u305f\u30ea\u30d0\u30fc\u30b9\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u304b\u3089\u306e\u30b3\u30fc\u30c9\u30b9\u30cb\u30da\u30c3\u30c8\u306fBaidu Maps\u30a2\u30d7\u30ea\u306e\u30d0\u30fc\u30b8\u30e7\u30f310.24.8\u3067\u898b\u3064\u304b\u3063\u305f\u3082\u306e\u3067\u3001\u3053\u308c\u306fUnit 42\u304c\u7c73\u56fdGoogle Play\u30b9\u30c8\u30a2\u304b\u3089\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u5206\u6790\u3057\u305f\u3082\u306e\u3067\u3059\u3002\u79c1\u305f\u3061\u306f\u8907\u6570\u306eAndroid\u30a2\u30d7\u30ea\u306e\u30c7\u30fc\u30bf\u6f0f\u3048\u3044\u306b\u3064\u3044\u3066\u8abf\u3079\u307e\u3057\u305f\u304c\u3001\u6f0f\u3048\u3044\u3092\u78ba\u8a8d\u3057\u305f\u30a2\u30d7\u30ea\u306e\u3046\u3061\u3067\u3082\u3082\u3063\u3068\u3082\u5927\u304d\u306a\u30e6\u30fc\u30b6\u30fc\u30d9\u30fc\u30b9\u3092\u62b1\u3048\u308b2\u3064\u306e\u30a2\u30d7\u30ea\u306f\u3001\u63a8\u5b9a11\u5104\u4eba\u306e\u30b0\u30ed\u30fc\u30d0\u30eb\u30e6\u30fc\u30b6\u30fc\u3092\u62b1\u3048\u308bBaidu Search Box\u3068\u3001\u540c\u3058\u304f\u63a8\u5b9a3\u5104\u4eba\u306e\u30b0\u30ed\u30fc\u30d0\u30eb\u30e6\u30fc\u30b6\u30fc\u3092\u62b1\u3048\u308bBaidu Maps\u3067\u3057\u305f\u3002<\/p>\n<p>\u307b\u304b\u306b\u7c73\u56fd\u306eGoogle Play\u30b9\u30c8\u30a2\u3067\u5229\u7528\u53ef\u80fd\u306a\u30a2\u30d7\u30ea\u306e\u3046\u3061\u79c1\u305f\u3061\u304c\u5206\u6790\u3057\u305f\u3082\u306e\u306b\u306f\u3001<a href=\"https:\/\/play.google.com\/store\/apps\/details?id=com.autodesk.homestyler\">Homestyler \u2013 Interior Design &amp; Decorating Ideas\uff08Homestyler - \u30a4\u30f3\u30c6\u30ea\u30a2\u30c7\u30b6\u30a4\u30f3\u3068\u88c5\u98fe\u306e\u30a2\u30a4\u30c7\u30a2\uff09<\/a>\u3068\u3044\u3046\u30a2\u30d7\u30ea\u3082\u542b\u307e\u308c\u307e\u3059\u3002\u3053\u306e\u30a2\u30d7\u30ea\u306f\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<a href=\"https:\/\/www.growingio.com\/\">GrowingIO<\/a>\u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\uff08\u88681\u53c2\u7167\uff09\u3002\u3053\u306e\u30a2\u30d7\u30ea\u306f\u30e6\u30fc\u30b6\u30fc\u30c7\u30d0\u30a4\u30b9\u304b\u3089\u500b\u4eba\u60c5\u5831\u3092\u53ce\u96c6\u3057\u307e\u3059\u304c\u3001Google\u306f\u3053\u308c\u307e\u3067\u306e\u3068\u3053\u308d\u524a\u9664\u3057\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n<table style=\"width: 100.052%;\">\n<tbody>\n<tr>\n<td style=\"width: 27.0396%;\">Android\u30a2\u30d7\u30ea<\/td>\n<td style=\"width: 42.4242%;\">SHA256\u5024<\/td>\n<td style=\"width: 16.6278%;\">Google Play\u30b9\u30c8\u30a2\u3067\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u56de\u6570\uff08\u7c73\u56fd\uff09<\/td>\n<td style=\"width: 38.6946%;\">\u63a8\u5b9a\u30b0\u30ed\u30fc\u30d0\u30eb\u30e6\u30fc\u30b6\u30fc\u6570<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 27.0396%;\">Baidu Search Box<\/p>\n<p>v11.22.0.8<\/td>\n<td style=\"width: 42.4242%;\">b577fea342897e32a24f57b5cd2f6d9bd6b45f6e0459964c5b21a2ce5cf5830f<\/td>\n<td style=\"width: 16.6278%;\">500\u4e07\u56de\u4ee5\u4e0a<\/td>\n<td style=\"width: 38.6946%;\">\u301c11\u5104\u30e6\u30fc\u30b6\u30fc<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 27.0396%;\">Homestyler \u2013 Interior Design &amp; Decorating Ideas<\/p>\n<p>v4.0.0<\/td>\n<td style=\"width: 42.4242%;\">bf831b63a7d74463cbca69024eddfb1b10e52543167f0e2ef8ee8fa7a0b4aecf<\/td>\n<td style=\"width: 16.6278%;\">500\u4e07\u56de\u4ee5\u4e0a<\/td>\n<td style=\"width: 38.6946%;\">\u301c500\u4e07-1000\u4e07\u30e6\u30fc\u30b6\u30fc<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 27.0396%;\">Baidu Maps v10.24.8<\/td>\n<td style=\"width: 42.4242%;\">f6a2487ae55d8b3c7b8f59f585c0c157d90331893a59ed237df868d0b49889fa<\/td>\n<td style=\"width: 16.6278%;\">100\u4e07\u56de\u4ee5\u4e0a<\/td>\n<td style=\"width: 38.6946%;\">\u301c3\u5104\u30e6\u30fc\u30b6\u30fc<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p style=\"text-align: center;\"><span style=\"font-size: 10pt;\"><em>\u88681 Unit42\u304c\u5206\u6790\u3057\u305f\u500b\u4eba\u60c5\u5831\u3092\u53ce\u96c6\u3059\u308b\u5927\u624bAndroid\u30a2\u30d7\u30ea\u3002\u7c73\u56fdGoogle Play\u30b9\u30c8\u30a2\u3067\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u56de\u6570\u9806\u306b\u8868\u793a<\/em><\/span><\/p>\n<p>\u79c1\u305f\u3061\u306f\u3053\u306e\u8abf\u67fb\u7d50\u679c\u3092Google\u306eAndroid\u30c1\u30fc\u30e0\u306b\u3082\u77e5\u3089\u305b\u307e\u3057\u305f\u3002Google\u306f\u79c1\u305f\u3061\u306e\u5831\u544a\u3057\u305f\u30a2\u30d7\u30ea\u3092\u8a73\u7d30\u306b\u5206\u6790\u3057\u3066\u7d50\u679c\u3092\u8ffd\u8a8d\u3057\u3001\u5831\u544a\u306e\u3042\u3063\u305fBaidu\u306e\u30a2\u30d7\u30ea\u306b\u306f\u307b\u304b\u306b\u3082\u9055\u53cd\u304c\u3042\u308b\u3053\u3068\u3092\u7279\u5b9a\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u7d50\u679c\u3001\u30b0\u30ed\u30fc\u30d0\u30eb\u306eGoogle Play\u30b9\u30c8\u30a2\u304b\u3089\u306fBaidu Search Box\u3068Baidu Map\u306e\u4e21\u30a2\u30d7\u30ea\u304c\u524a\u9664\u3055\u308c\u307e\u3057\u305f\uff082020\u5e7410\u670828\u65e5\u4ed8\u3051\uff09\u3002\u4fee\u6b63\u3055\u308c\u305f\u30d0\u30fc\u30b8\u30e7\u30f3\u306eBaidu Search Box\u306f2020\u5e7411\u670819\u65e5\u306bGoogle Play\u30b9\u30c8\u30a2\u3067\u30b0\u30ed\u30fc\u30d0\u30eb\u3067\u5229\u7528\u53ef\u80fd\u306b\u306a\u308a\u307e\u3057\u305f\u304c\u3001Baidu Maps\u306b\u3064\u3044\u3066\u306f\u672c\u7a3f\u57f7\u7b46\u6642\u70b9\u3067\u306f\u30b0\u30ed\u30fc\u30d0\u30eb\u30ec\u30d9\u30eb\u3067\u5229\u7528\u3067\u304d\u306a\u3044\u72b6\u6cc1\u3067\u3059\uff08\u672c\u7a3f\u57f7\u7b46\u6642\u70b9\uff09\u3002<\/p>\n<p>\u30e6\u30fc\u30b6\u30fc\u306e\u96fb\u8a71\u7aef\u672b\u304b\u3089\u6a5f\u5fae\u306a\u60c5\u5831\u3092\u53ce\u96c6\u3057\u3066\u3044\u308bAndroid SDK\u3068\u3057\u3066\u306f\u3001\u3053\u306e\u307b\u304b\u306b\u3082\u4e2d\u56fd\u306e\u30d9\u30f3\u30c0MobTech\u306eShareSDK\u304c\u3042\u3052\u3089\u308c\u307e\u3059\u3002ShareSDK\u306f40\u7a2e\u985e\u4ee5\u4e0a\u306e\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u3053\u306eSDK\u3092\u4f7f\u3046\u3053\u3068\u3067\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u30a2\u30d7\u30ea\u306e\u958b\u767a\u8005\u304c\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u306e\u5171\u6709\u30fb\u767b\u9332\u306b\u7c21\u5358\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u307e\u305f\u3053\u306eSDK\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u30e6\u30fc\u30b6\u30fc\u60c5\u5831\u3001\u53cb\u9054\u30ea\u30b9\u30c8\u306a\u3069\u306e\u30bd\u30fc\u30b7\u30e3\u30eb\u6a5f\u80fd\u3092\u53d6\u5f97\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002\u73fe\u6642\u70b9\u3067ShareSDK\u306f3\u4e077,500\u7a2e\u985e\u4ee5\u4e0a\u306e\u30a2\u30d7\u30ea\u306b\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u4e2d\u56fd\u6700\u5927\u306e\u958b\u767a\u8005\u30b5\u30fc\u30d3\u30b9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u4ee5\u4e0b\u306e\u56f33\u306fShareSDK\u306e\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3067\u3001\u3053\u308c\u306fMAC\u30a2\u30c9\u30ec\u30b9\u3001Android ID\u3001Advertising ID\u306a\u3069\u306e\u30c7\u30d0\u30a4\u30b9\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3066HashMap\u69cb\u9020\u306b\u4fdd\u5b58\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<figure id=\"attachment_109635\" aria-describedby=\"caption-attachment-109635\" style=\"width: 506px\" class=\"wp-caption aligncenter\"><img  class=\"wp-image-109635 lozad\"  data-src=\"https:\/\/unit42.paloaltonetworks.com\/wp-content\/uploads\/2020\/11\/word-image-52.png\" alt=\"\u3053\u306eShareSDK\u306e\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306f\u3001ShareSDK\u304cMAC\u30a2\u30c9\u30ec\u30b9\u3001Android ID\u3001Advertising ID\uff08\u8d64\u3044\u77e2\u5370\u3067\u793a\u3057\u305f\u3082\u306e\uff09\u306a\u3069\u306e\u30c7\u30d0\u30a4\u30b9\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3001HashMap\u69cb\u9020\u306b\u4fdd\u5b58\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002\u6a5f\u5fae\u306a\u60c5\u5831\u306e\u53ce\u96c6\u3068\u4fdd\u5b58\u306f\u3001\u591a\u304f\u306e\u5834\u5408\u3001\u30c7\u30fc\u30bf\u6f0f\u3048\u3044\u306e\u524d\u5146\u3068\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002 \" width=\"506\" height=\"304\" \/><figcaption id=\"caption-attachment-109635\" class=\"wp-caption-text\">\u56f33 Android SharedSDK\u3002MAC\u30a2\u30c9\u30ec\u30b9\u3084AndroidID\u306a\u3069\u3055\u307e\u3056\u307e\u306a\u30c7\u30d0\u30a4\u30b9\u60c5\u5831\u3092\u53ce\u96c6\u3057\u3066\u3044\u308b\u3002\u3053\u306eShareSDK\u306e\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306fShareSDK\u304cMAC\u30a2\u30c9\u30ec\u30b9\u3001Android ID\u3001Advertising ID\uff08\u8d64\u3044\u77e2\u5370\u3067\u793a\u3057\u305f\u3082\u306e\uff09\u306a\u3069\u306e\u30c7\u30d0\u30a4\u30b9\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3001HashMap\u69cb\u9020\u306b\u4fdd\u5b58\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u308b\u3002\u500b\u4eba\u3092\u7279\u5b9a\u53ef\u80fd\u306a\u60c5\u5831\u306e\u53ce\u96c6\u3084\u4fdd\u5b58\u306f\u591a\u304f\u306e\u5834\u5408\u30c7\u30fc\u30bf\u6f0f\u3048\u3044\u306e\u524d\u5146\u3068\u306a\u308a\u3048\u308b<\/figcaption><\/figure>\n<p>\u4ee5\u4e0b\u306e\u56f34\u3068\u56f35\u3082ShareSDK\u304b\u3089\u306e\u30b3\u30fc\u30c9\u306e\u30b5\u30f3\u30d7\u30eb\u3067\u3059\u3002\u56f34\u306f\u95a2\u6570getDeviceId()\u3001\u56f35\u306fgetSubscriberId()\u3092\u547c\u3073\u51fa\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u3044\u305a\u308c\u306e\u95a2\u6570\u3082Android Telephony Manager\u304c\u63d0\u4f9b\u3059\u308b\u3082\u306e\u3067\u3001\u305d\u308c\u305e\u308cIMEI\u3068IMSI\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<figure id=\"attachment_109637\" aria-describedby=\"caption-attachment-109637\" style=\"width: 829px\" class=\"wp-caption aligncenter\"><img  class=\"wp-image-109637 lozad\"  data-src=\"https:\/\/unit42.paloaltonetworks.com\/wp-content\/uploads\/2020\/11\/word-image-53.png\" alt=\"getDeviceId()\u95a2\u6570\u547c\u3073\u51fa\u3057\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30d0\u30a4\u30b9\u304b\u3089IMEI\u756a\u53f7\u3092\u62bd\u51fa\u3057\u307e\u3059\uff08\u8d64\u3044\u77e2\u5370\u3067\u793a\u3057\u305f\u3082\u306e\uff09\u3002 \" width=\"829\" height=\"492\" \/><figcaption id=\"caption-attachment-109637\" class=\"wp-caption-text\">\u56f34 SharedSDK\u304b\u3089\u306e\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3002\u30c7\u30d0\u30a4\u30b9\u304b\u3089IMEI\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u3066\u53ce\u96c6\u3057\u3066\u3044\u308b\u3002getDeviceId()\u95a2\u6570\u547c\u3073\u51fa\u3057\u3092\u4f7f\u7528\u3057\u30c7\u30d0\u30a4\u30b9\u304b\u3089IMEI\u756a\u53f7\u3092\u62bd\u51fa\u3057\u3066\u3044\u308b\uff08\u8d64\u3044\u77e2\u5370\u90e8\u5206\uff09\u3002<\/figcaption><\/figure>\n<figure id=\"attachment_109639\" aria-describedby=\"caption-attachment-109639\" style=\"width: 651px\" class=\"wp-caption aligncenter\"><img  class=\"wp-image-109639 lozad\"  data-src=\"https:\/\/unit42.paloaltonetworks.com\/wp-content\/uploads\/2020\/11\/word-image-54.png\" alt=\"getSubscriberId()\u95a2\u6570\u547c\u3073\u51fa\u3057\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30d0\u30a4\u30b9\u304b\u3089IMSI\u756a\u53f7\u3092\u62bd\u51fa\u3057\u307e\u3059\uff08\u8d64\u3044\u77e2\u5370\u3067\u793a\u3057\u305f\u3082\u306e\uff09\u3002 \" width=\"651\" height=\"424\" \/><figcaption id=\"caption-attachment-109639\" class=\"wp-caption-text\">\u56f35 SharedSDK\u304b\u3089\u306e\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3002\u30c7\u30d0\u30a4\u30b9\u304b\u3089IMSI\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u3066\u53ce\u96c6\u3057\u3066\u3044\u308b\u3002getSubscriberId()\u95a2\u6570\u547c\u3073\u51fa\u3057\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30d0\u30a4\u30b9\u304b\u3089IMSI\u756a\u53f7\u3092\u62bd\u51fa\u3057\u3066\u3044\u308b\uff08\u8d64\u3044\u77e2\u5370\u90e8\u5206\uff09\u3002<\/figcaption><\/figure>\n<h2>Android\u306e\u30de\u30eb\u30a6\u30a7\u30a2\u306b\u3082\u898b\u3089\u308c\u308b\u540c\u69d8\u306e\u632f\u308b\u821e\u3044<\/h2>\n<p>Android\u306e\u30de\u30eb\u30a6\u30a7\u30a2\u3092\u5206\u6790\u3057\u3066\u3044\u308b\u3068\u3001Baidu Push SDK\u3084ShareSDK\u306a\u3069\u306eSDK\u306f\u3001\u60aa\u610f\u306e\u3042\u308b\u30a2\u30d7\u30ea\u306b\u3088\u3063\u3066\u30c7\u30d0\u30a4\u30b9\u30c7\u30fc\u30bf\u306e\u62bd\u51fa\u30fb\u9001\u4fe1\u306b\u983b\u7528\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002\u4ee5\u4e0b\u306b\u793a\u3059\u901a\u4fe1\u30b5\u30f3\u30d7\u30eb\u306f\u30de\u30eb\u30a6\u30a7\u30a2<span style=\"font-family: 'courier new', courier, monospace;\">AndroidSudo<\/span> (SHA256: <span style=\"font-family: 'courier new', courier, monospace;\">3135f8118c55f2a1ca84f69899e330d7ac63c09e77e0c7baff088a0bb185063c<\/span>)\u304b\u3089\u62bd\u51fa\u3057\u305f\u30e1\u30c3\u30bb\u30fc\u30b8\u3067\u3059\u304c\u3001\u3053\u3053\u3067\u306fAndroid ID\u3001IMEI\u3001MAC\u30a2\u30c9\u30ec\u30b9\u306a\u3069\u306e\u30c7\u30d0\u30a4\u30b9\u30c7\u30fc\u30bf\u304c\u53ce\u96c6\u30fb\u9001\u4fe1\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><span style=\"font-family: 'courier new', courier, monospace;\"><em>{\u201candroidid\u201d:\u201d**********\u201d,\u201dmodel\u201d:\u201d**********\u201d,\u201dplat\u201d:1,\u201dsysver\u201d:\u201d4.3\u2033,\u201dscreensize\u201d:\u201d720\u00d71280\u2033,\u201dimei\u201d:\u201d**********\u201d,\u201dcarrier\u201d:-1,\u201dmac\u201d:\u201d**********\u201d,\u201dfactory\u201d:\u201dasus\u201d,\u201dserialno\u201d:\u201d**********\u201d}<\/em><\/span><\/p>\n<p>\u3053\u306e\u632f\u308b\u821e\u3044\u306f\u672c\u7a3f\u3067\u8ff0\u3079\u305fSDK\u3084\u30a2\u30d7\u30ea\u3067\u898b\u3089\u308c\u308b\u6a5f\u80fd\u306b\u7b49\u3057\u3044\u3082\u306e\u3067\u3059\uff08\u3053\u3053\u3067\u306f\u30e1\u30c3\u30bb\u30fc\u30b8\u306b\u542b\u307e\u308c\u3066\u3044\u305f\u6a5f\u5fae\u306a\u60c5\u5831\u306f\u5272\u611b\u3057\u3066\u3044\u307e\u3059\uff09\u3002<\/p>\n<h2>\u6a5f\u68b0\u5b66\u7fd2\u3092\u4f7f\u7528\u3057\u305f\u30b9\u30d1\u30a4\u30a6\u30a7\u30a2\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u306e\u691c\u51fa<\/h2>\n<p>\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u30d1\u30bf\u30fc\u30f3\u5206\u6790\u306b\u3088\u308b\u60aa\u610f\u306e\u3042\u308b\u632f\u308b\u821e\u3044\u3084\u30c7\u30fc\u30bf\u6f0f\u3048\u3044\u306e\u8abf\u67fb\u306f\u3001\u3053\u308c\u307e\u3067\u306f\u30b7\u30b0\u30cd\u30c1\u30e3\u30d9\u30fc\u30b9\u3001\u3064\u307e\u308a\u3042\u308b\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u306e\u30d1\u30bf\u30fc\u30f3\u304c\u7279\u5b9a\u306e\u30b7\u30b0\u30cd\u30c1\u30e3\u3068\u4e00\u81f4\u3059\u308b\u304b\u3069\u3046\u304b\u306e\u771f\u507d\u5224\u5b9a\u30fb\u691c\u51fa\u306b\u3088\u308a\u884c\u308f\u308c\u3066\u3044\u307e\u3057\u305f\u3002\u3057\u304b\u3057\u306a\u304c\u3089\u3001\u691c\u51fa\u6027\u80fd\u306e\u5411\u4e0a\u3068\u30b7\u30b0\u30cd\u30c1\u30e3\u3067\u306f\u691c\u51fa\u306e\u96e3\u3057\u3044\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u7279\u5b9a\u3092\u306f\u304b\u308b\u305f\u3081\u3001Unit 42\u306e\u30ea\u30b5\u30fc\u30c1\u30e3\u30fc\u306f\u3001\u3053\u308c\u307e\u3067\u306b\u306a\u3044\u30bf\u30a4\u30d7\u306e\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u3084\u672a\u77e5\u306e\u60aa\u8cea\u306a\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u306e\u7279\u5b9a\u3092\u3082\u53ef\u80fd\u306b\u3059\u308b\u6a5f\u68b0\u5b66\u7fd2\uff08ML\uff09\u30d9\u30fc\u30b9\u306e\u30b9\u30d1\u30a4\u30a6\u30a7\u30a2\u691c\u51fa\u30b7\u30b9\u30c6\u30e0\u3092\u958b\u767a\u3057\u307e\u3057\u305f\u3002\u958b\u767a\u306b\u3042\u305f\u3063\u3066\u306f\u3001\u507d\u967d\u6027\u7387\u3092\u7121\u8996\u3067\u304d\u308b\u7a0b\u5ea6\u306b\u304a\u3055\u3048\u3064\u3064\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u306e1,000\u7a2e\u985e\u4ee5\u4e0a\u306b\u304a\u3088\u3076\u7279\u5fb4\u70b9\u3092\u8003\u616e\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u65b0\u305f\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u306f\u3001\u65e2\u5b58\u306e\u4fb5\u5165\u9632\u6b62\u30b7\u30b9\u30c6\u30e0\uff08IPS\uff09\u3068\u6bd4\u3079\u3001\u691c\u51fa\u53ef\u80fd\u306a\u65b0\u3057\u3044\u30b9\u30d1\u30a4\u30a6\u30a7\u30a2\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u304c\u5927\u5e45\u306b\u5897\u52a0\u3059\u308b\u3053\u3068\u304c\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u672c\u7a3f\u306e\u8abf\u67fb\u7d50\u679c\u3082\u3053\u306e\u65b0\u3057\u3044\u30b9\u30d1\u30a4\u30a6\u30a7\u30a2\u691c\u51fa\u30b7\u30b9\u30c6\u30e0\u306b\u3088\u3063\u3066\u3082\u305f\u3089\u3055\u308c\u305f\u3082\u306e\u3067\u3059\u3002\u672c\u30b7\u30b9\u30c6\u30e0\u306b\u306f\u3001\u65e2\u77e5\u306e\u7279\u5fb4\u306f\u3082\u3061\u308d\u3093\u306e\u3053\u3068\u3001\u3053\u308c\u307e\u3067\u60aa\u610f\u306e\u3042\u308b\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u3084\u7591\u308f\u3057\u3044\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u306e\u8b58\u5225\u306b\u306f\u4f7f\u308f\u308c\u3066\u3053\u306a\u304b\u3063\u305f\u7279\u5fb4\u306b\u3064\u3044\u3066\u3082\u5b66\u7fd2\u3055\u305b\u305f\u30e2\u30c7\u30eb\u304c\u9069\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2><strong>\u7d50\u8ad6<\/strong><\/h2>\n<p>Android\u30a2\u30d7\u30ea\u3084SDK\u304b\u3089\u306e\u30c7\u30fc\u30bf\u6f0f\u3048\u3044\u306f\u30e6\u30fc\u30b6\u30fc\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u306e\u91cd\u5927\u306a\u4fb5\u5bb3\u306e\u3042\u3089\u308f\u308c\u3067\u3059\u3002\u3053\u306e\u305f\u3081\u30c7\u30fc\u30bf\u3092\u6f0f\u3048\u3044\u3055\u305b\u308b\u3088\u3046\u306a\u632f\u308b\u821e\u3044\u306e\u691c\u51fa\u306f\u3001\u30e2\u30d0\u30a4\u30eb\u30e6\u30fc\u30b6\u30fc\u306e\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u6a29\u306e\u4fdd\u8b77\u306b\u306f\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n<p>\u30e2\u30d0\u30a4\u30eb\u30c7\u30d0\u30a4\u30b9\u306f\u901a\u5e38\u3001\u30a2\u30d7\u30ea\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u4e2d\u306b\u5fc5\u8981\u306a\u6a29\u9650\u3092\u4e00\u89a7\u306b\u3057\u3066\u30e6\u30fc\u30b6\u30fc\u306b\u627f\u8a8d\u3092\u30ea\u30af\u30a8\u30b9\u30c8\u3059\u308b\u304b\u3001\u30a2\u30d7\u30ea\u306e\u5b9f\u884c\u4e2d\u306b\u305d\u3046\u3057\u305f\u6a29\u9650\u306e\u8a31\u53ef\u306a\u3044\u3057\u62d2\u5426\u3092\u884c\u3046\u3088\u3046\u30e6\u30fc\u30b6\u30fc\u306b\u30ea\u30af\u30a8\u30b9\u30c8\u3057\u307e\u3059\u3002\u6a29\u9650\u3092\u8a31\u53ef\u3057\u306a\u304b\u3063\u305f\u5834\u5408\u3001\u305d\u306e\u30a2\u30d7\u30ea\u304c\u6a5f\u80fd\u3057\u306a\u304f\u306a\u308b\u3053\u3068\u306f\u5c11\u306a\u304f\u306a\u304f\u3001\u30e6\u30fc\u30b6\u30fc\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u4f4e\u4e0b\u3092\u304d\u3089\u3063\u305f\u30e6\u30fc\u30b6\u30fc\u304c\u3001\u30a2\u30d7\u30ea\u3092\u4f7f\u7528\u3057\u305f\u3044\u304c\u305f\u3081\u306b\u300c\u8a31\u53ef\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u3057\u307e\u3046\u3001\u3068\u3044\u3046\u3053\u3068\u304c\u304a\u3053\u308a\u304c\u3061\u3067\u3059\u3002\u3067\u3059\u304c\u3001\u7279\u5b9a\u306e\u6a29\u9650\u3092\u627f\u8a8d\u3057\u305f\u5834\u5408\u3001\u305d\u306e\u5185\u5bb9\u304c\u516c\u5f0f\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306b\u5f93\u3063\u3066\u4f7f\u7528\u3055\u308c\u308b\u304b\u306f\u591a\u304f\u306e\u5834\u5408\u30a2\u30d7\u30ea\u958b\u767a\u8005\u6b21\u7b2c\u3067\u3059\u3002\u305f\u3068\u3048\u3070Android\u3067Android ID\u3084IMEI\u306a\u3069\u306e\u7aef\u672b\u306eID\u3092\u8aad\u307f\u53d6\u308b\u306b\u306f<em>\u300cread phone status and 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href=\"https:\/\/www.paloaltonetworks.jp\/network-security\/next-generation-firewall\">\u6b21\u4e16\u4ee3\u30d5\u30a1\u30a4\u30a2\u30a6\u30a9\u30fc\u30eb\u306e<\/a>\u8105\u5a01\u8b58\u5225\u30fb\u30b9\u30d1\u30a4\u30a6\u30a7\u30a2\u8b58\u5225\u3068\u3001WildFire\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3\u306e\u3082\u3064\u30d5\u30a1\u30a4\u30eb\u5206\u6790\u6a5f\u80fd\u306b\u3088\u3063\u3066\u4fdd\u8b77\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u6f0f\u3048\u3044\u3092\u9632\u3050\u305f\u3081\u3001Android\u30a2\u30d7\u30ea\u306e\u958b\u767a\u8005\u306f<a href=\"https:\/\/developer.android.com\/training\/articles\/user-data-ids\">Android\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u30ac\u30a4\u30c9<\/a>\u306b\u5f93\u3063\u3066\u30e6\u30fc\u30b6\u30fc\u30c7\u30fc\u30bf\u3092\u6b63\u3057\u304f\u51e6\u7406\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u307e\u305fAndroid\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u81ea\u8eab\u306e\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u30a2\u30d7\u30ea\u304c\u8981\u6c42\u3059\u308b\u5fc5\u8981\u306a\u6a29\u9650\u306b\u3064\u3044\u3066\u628a\u63e1\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h2>\u8ffd\u52a0\u8cc7\u6599<\/h2>\n<ul>\n<li><a href=\"https:\/\/unit42.paloaltonetworks.jp\/gps-tracking-and-future-application-for-iot\/\">IoT\u306eGPS\u8ffd\u8de1\u304a\u3088\u3073\u5c06\u6765\u306e\u7528\u9014\u306e\u6982\u8981<\/a><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6982\u8981 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