{"id":50084,"date":"2022-04-07T09:00:59","date_gmt":"2022-04-07T00:00:59","guid":{"rendered":"https:\/\/www.creationline.com\/?p=50084"},"modified":"2022-04-04T17:02:08","modified_gmt":"2022-04-04T08:02:08","slug":"jupyter-notebook%e3%82%92%e6%a8%99%e7%9a%84%e3%81%a8%e3%81%97%e3%81%9f%e5%88%9d%e3%81%aepython%e3%83%a9%e3%83%b3%e3%82%b5%e3%83%a0%e3%82%a6%e3%82%a7%e3%82%a2%e3%81%ae%e6%94%bb%e6%92%83%e3%81%ab","status":"publish","type":"post","link":"https:\/\/www.creationline.com\/tech-blog\/cloudnative\/aquasecurity\/50084","title":{"rendered":"Jupyter Notebook\u3092\u6a19\u7684\u3068\u3057\u305f\u521d\u306ePython\u30e9\u30f3\u30b5\u30e0\u30a6\u30a7\u30a2\u306e\u653b\u6483\u306b\u95a2\u3059\u308b\u8105\u5a01\u306e\u8b66\u544a #aqua #\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3 #python #\u30e9\u30f3\u30b5\u30e0\u30a6\u30a7\u30a2 #jupyternotebooks"},"content":{"rendered":"<p>\u672c\u30d6\u30ed\u30b0\u306f\u300cAqua Security\u300d\u793e\u306e\u6280\u8853\u30d6\u30ed\u30b0\u30672022\u5e743\u670830\u65e5\u306b\u516c\u958b\u3055\u308c\u305f\u300c<a href=\"https:\/\/blog.aquasec.com\/python-ransomware-jupyter-notebook\" rel=\"nofollow noopener noreferrer\" target=\"_blank\"> Threat Alert: First Python Ransomware Attack Targeting Jupyter Notebooks <\/a>\u300d\u306e\u65e5\u672c\u8a9e\u7ffb\u8a33\u3067\u3059\u3002<\/p>\n<p><center><img loading=\"lazy\" decoding=\"async\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/03\/c6ed57b91f684693230ed63cac9c6b0e.png\" alt=\"\" width=\"865\" height=\"418\" class=\"alignnone size-full wp-image-50085\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/03\/c6ed57b91f684693230ed63cac9c6b0e.png 865w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/03\/c6ed57b91f684693230ed63cac9c6b0e-360x174.png 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/03\/c6ed57b91f684693230ed63cac9c6b0e-768x371.png 768w\" sizes=\"auto, (max-width: 865px) 100vw, 865px\" \/><\/center><\/p>\n<h2>Jupyter Notebook\u3092\u6a19\u7684\u3068\u3057\u305f\u521d\u306ePython\u30e9\u30f3\u30b5\u30e0\u30a6\u30a7\u30a2\u306e\u653b\u6483\u306b\u95a2\u3059\u308b\u8105\u5a01\u306e\u8b66\u544a<\/h2>\n<hr \/>\n<p>Aqua \u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u7814\u7a76\u30c1\u30fc\u30e0\u3067\u3042\u308b Team Nautilus \u306f\u3001\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u4eba\u6c17\u306e\u30c4\u30fc\u30eb Jupyter Notebook \u3092\u6a19\u7684\u3068\u3057\u305f\u3001Python \u30d9\u30fc\u30b9\u306e\u30e9\u30f3\u30b5\u30e0\u30a6\u30a7\u30a2\u653b\u6483\u3092\u767a\u898b\u3057\u307e\u3057\u305f\u3002\u653b\u6483\u8005\u306f\u3001\u307e\u305a\u8a2d\u5b9a\u30df\u30b9\u304c\u3042\u308b\u74b0\u5883\u3092\u7d4c\u7531\u3057\u3066\u4fb5\u5165\u3057\u305f\u5f8c\u306b\u3001\u30b5\u30fc\u30d0\u4e0a\u306e\u6307\u5b9a\u3057\u305f\u30d1\u30b9\u4e0a\u306e\u3059\u3079\u3066\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u6697\u53f7\u5316\u3057\u3001\u5b9f\u884c\u5f8c\u306b\u81ea\u8eab\u3092\u524a\u9664\u3057\u3066\u653b\u6483\u3092\u96a0\u307a\u3044\u3059\u308b\u30e9\u30f3\u30b5\u30e0\u30a6\u30a7\u30a2\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u5b9f\u884c\u3057\u307e\u3057\u305f\u3002Jupyter Notebook \u306f\u3001\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3084\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9\u306b\u4f7f\u7528\u3055\u308c\u308b\u305f\u3081\u3001\u3053\u308c\u3089\u306e\u74b0\u5883\u304c\u9069\u5207\u306b\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3055\u308c\u3066\u3044\u306a\u3044\u5834\u5408\u3001\u3053\u306e\u653b\u6483\u306f\u7d44\u7e54\u306b\u5927\u304d\u306a\u640d\u5bb3\u3092\u4e0e\u3048\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3>Jupyter Notebook\u3068\u306f<\/h3>\n<p>Jupyter Notebook \u306f\u3001\u30c7\u30fc\u30bf\u306e\u30b9\u30da\u30b7\u30e3\u30ea\u30b9\u30c8\u304c\u30c7\u30fc\u30bf\u3092\u6271\u3063\u305f\u308a\u3001\u30b3\u30fc\u30c9\u3092\u4f5c\u6210\u3001\u5b9f\u884c\u3001\u305d\u3057\u3066\u7d50\u679c\u3092\u53ef\u8996\u5316\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3059\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e Web \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u901a\u5e38\u3001\u30aa\u30f3\u30e9\u30a4\u30f3\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3078\u306e\u30a2\u30af\u30bb\u30b9\u306f\u3001\u30c8\u30fc\u30af\u30f3\u3084\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3057\u305f\u308a\u3001ingress \u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u3092\u5236\u5fa1\u3059\u308b\u306a\u3069\u3057\u3066\u30a2\u30af\u30bb\u30b9\u3092\u5236\u9650\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u4e00\u90e8\u306e Notebook \u306f\u3001\u8a8d\u8a3c\u624b\u6bb5\u3092\u6301\u305f\u305a\u306b\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u306b\u516c\u958b\u3055\u308c\u305f\u72b6\u614b\u3067\u3042\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u5834\u5408\u3001\u8ab0\u3067\u3082\u7c21\u5358\u306b Web \u30d6\u30e9\u30a6\u30b6\u30fc\u3092\u4ecb\u3057\u3066\u3001Notebook \u3078\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u3055\u3089\u306b\u3001Jupyter Notebook \u306b\u7d44\u307f\u8fbc\u307f\u6a5f\u80fd\u306b\u3088\u308a\u3001\u30e6\u30fc\u30b6\u306f\u30b5\u30fc\u30d0\u3078\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u306a\u30b7\u30a7\u30eb\u30b3\u30f3\u30bd\u30fc\u30eb\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3>Jupyter Notebook\u30e9\u30f3\u30b5\u30e0\u30a6\u30a7\u30a2\u653b\u6483\u306e\u89e3\u8aac<\/h3>\n<p>\u6211\u3005\u306f\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u4e0a\u306b\u3001Jupyter Notebook \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30cf\u30cb\u30fc\u30dd\u30c3\u30c8\u3092\u8a2d\u7f6e\u3057\u3066\u307f\u307e\u3057\u305f\u3002\u4ee5\u4e0b\u306f\u3001\u89b3\u6e2c\u3055\u308c\u305f\u653b\u6483\u306e\u30ad\u30eb\u30c1\u30a7\u30fc\u30f3\u3067\u3059\u3002<\/p>\n<p><center><img decoding=\"async\" src=\"https:\/\/blog.aquasec.com\/hs-fs\/hubfs\/jupyter-notebook-ransomware-attack-picture-1.jpg?width=550&name=jupyter-notebook-ransomware-attack-picture-1.jpg\" alt=\"\" \/><\/center><\/p>\n<p>\u653b\u6483\u8005\u306f\u3001\u8a2d\u5b9a\u30df\u30b9\u304c\u3042\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u7d4c\u7531\u3067\u30b5\u30fc\u30d0\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3001\u653b\u6483\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u30e9\u30a4\u30d6\u30e9\u30ea\u3084\u30c4\u30fc\u30eb(\u4f8b\u3048\u3070\u3001\u6697\u53f7\u5316\u30c4\u30fc\u30eb)\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u307e\u3059\u3002\u305d\u3057\u3066\u3001Python \u30b3\u30fc\u30c9\u3092\u8cbc\u308a\u4ed8\u3051\u3066\u30e9\u30f3\u30b5\u30e0\u30a6\u30a7\u30a2\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u624b\u52d5\u3067\u4f5c\u6210\u3057\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u5b9f\u884c\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u4ee5\u4e0b\u306f\u3001\u6211\u3005\u306e\u30cf\u30cb\u30fc\u30dd\u30c3\u30c8\u3078\u306e\u653b\u6483\u3067\u5b9f\u969b\u306b\u4f7f\u7528\u3055\u308c\u305f\u30b3\u30fc\u30c9\u3067\u3059\u3002<\/p>\n<p><center><img decoding=\"async\" src=\"https:\/\/blog.aquasec.com\/hs-fs\/hubfs\/honeypot-attack-picure-2.jpg?width=527&name=honeypot-attack-picure-2.jpg\" alt=\"\" \/><\/center><\/p>\n<p>\u6211\u3005\u306e\u30cf\u30cb\u30fc\u30dd\u30c3\u30c8\u306f\u3001\u5b9f\u969b\u306e\u4f01\u696d\u74b0\u5883\u3092\u30b7\u30df\u30e5\u30ec\u30fc\u30c8\u3059\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u5b9f\u969b\u306e Jupyter Notebook \u3068\u653b\u6483\u8005\u304c\u6697\u53f7\u5316\u3067\u304d\u308b RAW \u30c7\u30fc\u30bf\u30d5\u30a1\u30a4\u30eb\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u653b\u6483\u304c\u88ab\u5bb3\u3092\u62e1\u5927\u3055\u305b\u308b\u524d\u306b\u505c\u6b62\u3055\u305b\u305f\u5f8c\u306b\u3001\u3053\u306e\u653b\u6483\u3092\u30e9\u30dc\u3067\u30b7\u30df\u30e5\u30ec\u30fc\u30c8\u3057\u3066\u8abf\u67fb\u3059\u308b\u3053\u3068\u306b\u3057\u307e\u3057\u305f\u3002\u4e0b\u306e\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8\u3067\u306f\u3001\u6697\u53f7\u5316\u30c4\u30fc\u30eb\u306e\u5b9f\u884c\u306e\u69d8\u5b50\u3092\u898b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002Python \u30d5\u30a1\u30a4\u30eb(ct.py)\u306f\u3001\u653b\u6483\u3092\u96a0\u307a\u3044\u3059\u308b\u305f\u3081\u306b\u3001\u5b9f\u884c\u5f8c\u306b\u81ea\u5206\u81ea\u8eab\u3092\u524a\u9664\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><center><img decoding=\"async\" src=\"https:\/\/blog.aquasec.com\/hs-fs\/hubfs\/python-file-picture-3.jpg?width=508&name=python-file-picture-3.jpg\" alt=\"\" \/><\/center><\/p>\n<p>\u3053\u306e\u653b\u6483\u3067\u306f\u3001\u30e9\u30f3\u30b5\u30e0(\u8eab\u4ee3\u91d1)\u306f\u63d0\u793a\u3055\u308c\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u653b\u6483\u8005\u304c\u653b\u6483\u306e\u5b9f\u9a13\u3092\u3057\u3066\u3044\u305f\u304b\u3001\u653b\u6483\u304c\u5b8c\u4e86\u3059\u308b\u524d\u306b\u30cf\u30cb\u30fc\u30dd\u30c3\u30c8\u304c\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u3057\u305f\u304b\u306e\u3069\u3061\u3089\u304b\u3060\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u5168\u4f53\u3068\u3057\u3066\u3001Locky\u3001Ryuk\u3001WannaCry\u3001\u3042\u308b\u3044\u306f GandCrab \u306e\u3088\u3046\u306a Ransomware-as-a-Service \u306e\u3088\u3046\u306a\u9ad8\u5ea6\u306a\u6280\u8853\u3092\u7528\u3044\u305f\u30e9\u30f3\u30b5\u30e0\u30a6\u30a7\u30a2\u3068\u306f\u7570\u306a\u308a\u3001\u3053\u306e\u653b\u6483\u306f\u30b7\u30f3\u30d7\u30eb\u306a\u3082\u306e\u3067\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u5546\u6a19\u304c\u72ec\u7279\u3067\u3042\u308b\u3053\u3068\u304b\u3089\u3001\u653b\u6483\u624b\u6cd5\u306b\u898b\u899a\u3048\u304c\u3042\u308b\u3068\u611f\u3058\u307e\u3057\u305f\u3002\u653b\u6483\u306e\u59cb\u3081\u306b\u3001\/tmp \u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b f1gl6i6z \u3068\u3044\u3046\u540d\u524d\u306e\u30c6\u30ad\u30b9\u30c8\u30d5\u30a1\u30a4\u30eb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3001\u30b5\u30fc\u30d0\u304c\u8106\u5f31\u3067\u3042\u308b\u304b\u3069\u3046\u304b\u3092\u78ba\u8a8d\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30d5\u30a1\u30a4\u30eb\u306b\u306f\u3001\u300cbl*t\u300d\u3068\u3044\u3046\u5358\u8a9e\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u653b\u6483\u8005\u304c\u30ed\u30b7\u30a2\u3092\u8d77\u6e90\u3068\u3057\u3066\u3044\u308b\u53ef\u80fd\u6027\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30d5\u30a1\u30a4\u30eb\u306f\u3001Jupyter Notebook \u3084 JupyterLab \u74b0\u5883\u3092\u6a19\u7684\u3068\u3057\u305f\u591a\u304f\u306e\u30af\u30ea\u30d7\u30c8\u30de\u30a4\u30cb\u30f3\u30b0\u653b\u6483\u3067\u4ee5\u524d\u304b\u3089\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u78ba\u8a8d\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>Shodan \u306e\u30af\u30a4\u30c3\u30af\u30af\u30a8\u30ea\u3067\u306f\u3001\u8a8d\u8a3c\u3092\u5fc5\u8981\u3068\u3057\u306a\u3044 Jupyter Notebook \u304c\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u4e0a\u306b\u7d04 200 \u500b\u3042\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002\u5f53\u7136\u3001\u305d\u306e\u3046\u3061\u306e\u3044\u304f\u3064\u304b\u306f\u30cf\u30cb\u30fc\u30dd\u30c3\u30c8\u306b\u306a\u308a\u3048\u307e\u3059\u304c\u3001\u3059\u3079\u3066\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u3053\u306e\u653b\u6483\u306f\u3001\u3053\u308c\u3089\u306e\u30b5\u30fc\u30d0\u4e0a\u3067\u30e9\u30f3\u30b5\u30e0\u30a6\u30a7\u30a2\u3092\u5b9f\u884c\u3059\u308b\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3092\u793a\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3>Tracee\u3092\u4f7f\u3063\u305f\u653b\u6483\u306e\u691c\u51fa<\/h3>\n<p>\u6211\u3005\u306e\u30cf\u30cb\u30fc\u30dd\u30c3\u30c8\u306f\u3001Linux \u306e\u4e00\u822c\u7684\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u554f\u984c\u3078\u5bfe\u51e6\u3059\u308b\u305f\u3081\u306b\u69cb\u7bc9\u3055\u308c\u305f\u3001Linux \u7528\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30e9\u30f3\u30bf\u30a4\u30e0\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u304a\u3088\u3073\u30d5\u30a9\u30ec\u30f3\u30b8\u30c3\u30af\u30c4\u30fc\u30eb\u3067\u3042\u308b Aqua Security \u306e Tracee \u306b\u3088\u3063\u3066\u3001\u7d99\u7d9a\u7684\u306b\u76e3\u8996\u3055\u308c\u3066\u3044\u307e\u3059\u3002GitHub \u306b\u306f\u3001eBPF \u6280\u8853\u306b\u57fa\u3065\u304f Linux \u306e\u30c8\u30ec\u30fc\u30b9\u3068\u30d5\u30a9\u30ec\u30f3\u30b8\u30c3\u30af\u3092\u304a\u3053\u306a\u3046\u30c4\u30fc\u30eb Tracee-eBPF \u3068\u3001\u60aa\u610f\u306e\u3042\u308b\u30a4\u30d9\u30f3\u30c8\u3092\u691c\u51fa\u3067\u304d\u308b\u30e9\u30f3\u30bf\u30a4\u30e0\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u691c\u51fa\u30a8\u30f3\u30b8\u30f3 Tracee-rules \u304c\u516c\u958b\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u4eca\u56de\u306e\u653b\u6483\u3067 Tracee \u306f\u3001\u30d0\u30a4\u30ca\u30ea\u3068 Python \u30d5\u30a1\u30a4\u30eb\u306e\u30aa\u30f3\u30b6\u30d5\u30e9\u30a4\u3067\u306e\u30c9\u30ed\u30c3\u30d7\u3068\u5b9f\u884c\u3068\u3044\u30462\u3064\u306e\u30c9\u30ea\u30d5\u30c8\u30a4\u30d9\u30f3\u30c8\u3092\u691c\u51fa\u3057\u307e\u3057\u305f\u3002\u30bf\u30fc\u30b2\u30c3\u30c8\u74b0\u5883\u306b\u3042\u308b\u65e2\u5b58\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3059\u308b\u300c\u4f4f\u307f\u5206\u3051\u300d\u7684\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u4e00\u822c\u7684\u3067\u3059\u304c\u3001\u653b\u6483\u8005\u306f\u3057\u3070\u3057\u3070\u72ec\u81ea\u306e\u30c4\u30fc\u30eb\u3092\u6301\u3061\u8fbc\u3093\u3067\u9069\u7528\u3059\u308b\u3053\u3068\u3092\u8003\u3048\u307e\u3059\u3002Tracee \u306f\u3001\u3053\u306e\u3088\u3046\u306a\u4e8b\u8c61\u3092\u691c\u77e5\u3059\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u307e\u3057\u305f\u3002\u4eca\u56de\u306e\u30b1\u30fc\u30b9\u3067\u306f\u3001\u653b\u6483\u8005\u306f nano \u30d0\u30a4\u30ca\u30ea\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066 cpt.py \u3068\u3044\u3046\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\u3057\u3001\u3053\u306e\u30d0\u30a4\u30ca\u30ea\u3092 cpt.py \u30b9\u30af\u30ea\u30d7\u30c8\u3068\u4e00\u7dd2\u306b\u5b9f\u884c\u3057\u307e\u3057\u305f\u3002<\/p>\n<p><center><img decoding=\"async\" src=\"https:\/\/blog.aquasec.com\/hs-fs\/hubfs\/cpty-script-picture-4.jpg?width=550&name=cpty-script-picture-4.jpg\" alt=\"\" \/><\/center><\/p>\n<p><center><img decoding=\"async\" src=\"https:\/\/blog.aquasec.com\/hs-fs\/hubfs\/cpty-script-picture-5.jpg?width=550&name=cpty-script-picture-5.jpg\" alt=\"\" \/><\/center><\/p>\n<p>\u3053\u308c\u3089\u7279\u6709\u306e\u3075\u308b\u307e\u3044\u306e\u691c\u77e5\u306f\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e Tracee-rules \u3067\u306f\u5229\u7528\u3067\u304d\u307e\u305b\u3093\u304c\u3001\u5b9f\u884c\u6642\u306b\u653b\u6483\u3092\u691c\u77e5\u30fb\u9632\u6b62\u3067\u304d\u308b Aqua \u306e Cloud Native Detection and Response(CNDR)\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306b\u306f\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002CNDR \u306e\u691c\u51fa\u80fd\u529b\u3068\u3001CNDR \u304c DeamBus \u30dc\u30c3\u30c8\u30cd\u30c3\u30c8\u653b\u6483\u3092\u963b\u6b62\u3057\u305f\u65b9\u6cd5\u306b\u3064\u3044\u3066\u306f\u3001\u3053\u3061\u3089\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3>MITRE ATT&CK\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3078\u306e\u653b\u6483\u306e\u30de\u30c3\u30d4\u30f3\u30b0<\/h3>\n<p>\u3053\u3053\u3067\u306f\u3001\u653b\u6483\u306e\u5404\u8981\u7d20\u3092 MITRE ATT&amp;CK \u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u5bfe\u5fdc\u3059\u308b\u6280\u8853\u306b\u30de\u30c3\u30d4\u30f3\u30b0\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><center><img decoding=\"async\" src=\"https:\/\/blog.aquasec.com\/hs-fs\/hubfs\/MITRE-Framework-Diagram.jpg?width=650&name=MITRE-Framework-Diagram.jpg\" alt=\"\" \/><\/center><\/p>\n<h2>\u53d6\u308b\u3079\u304d\u30a2\u30af\u30b7\u30e7\u30f3<\/h2>\n<hr \/>\n<p>\u3053\u306e\u3088\u3046\u306a\u30ea\u30b9\u30af\u3092\u8efd\u6e1b\u3057\u3001\u30c7\u30fc\u30bf\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4fdd\u8b77\u3059\u308b\u305f\u3081\u306b\u3001\u3044\u304f\u3064\u304b\u306e\u63a8\u5968\u4e8b\u9805\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h4>Jupyter Notebook \u63a8\u5968\u4e8b\u9805<\/h4>\n<ul>\n<li>\u30c7\u30fc\u30bf\u958b\u767a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u5236\u5fa1\u3059\u308b\u305f\u3081\u306b\u3001\u30c8\u30fc\u30af\u30f3\u307e\u305f\u306f\u4ed6\u306e\u8a8d\u8a3c\u65b9\u6cd5\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002\n<li>\u8ee2\u9001\u4e2d\u306e\u30c7\u30fc\u30bf\u3092\u4fdd\u8b77\u3059\u308b\u305f\u3081\u306b SSL \u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\n<li>\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u30a2\u30af\u30bb\u30b9\u3092\u5b8c\u5168\u306b\u30d6\u30ed\u30c3\u30af\u3059\u308b\u304b\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u30a2\u30af\u30bb\u30b9\u304c\u5fc5\u8981\u306a\u74b0\u5883\u3067\u3042\u308c\u3070\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30eb\u30fc\u30eb\u3084 VPN \u3092\u4f7f\u7528\u3057\u3066\u53d7\u4fe1\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u3092\u5236\u5fa1\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3078\u306e\u53d7\u4fe1\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u3092\u5236\u9650\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u30a2\u30a6\u30c8\u30d0\u30a6\u30f3\u30c9\u30a2\u30af\u30bb\u30b9\u3092\u5236\u9650\u3059\u308b\u3053\u3068\u3082\u63a8\u5968\u3055\u308c\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001Aqua Platform \u3067\u306f\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30eb\u30fc\u30eb\u3092\u8a2d\u5b9a\u3057\u3066\u3001\u30ea\u30bd\u30fc\u30b9\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u5236\u9650\u3067\u304d\u307e\u3059\u3002\n<li>\u975e\u7279\u6a29\u30e6\u30fc\u30b6\u307e\u305f\u306f\u5236\u9650\u3055\u308c\u305f\u7279\u6a29\u3092\u6301\u3064\u30e6\u30fc\u30b6\u3067\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002\n<li>Jupyter Notebook \u306e\u30e6\u30fc\u30b6\u3092\u3059\u3079\u3066\u628a\u63e1\u3057\u3066\u304a\u304f\u3053\u3068\u3067\u3059\u3002Sqlite3 \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u30e6\u30fc\u30b6\u3092\u7167\u4f1a\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u300c.\/root\/.local\/share\/jupyter\/nbsignatures.db\u300d\u306e\u30d1\u30b9\u306b\u3042\u308a\u307e\u3059\u3002\u30b5\u30fc\u30d0\u3078\u306e SSH \u30a2\u30af\u30bb\u30b9\u304c\u6709\u52b9\u306b\u306a\u3063\u3066\u3044\u308b\u5834\u5408\u3001SSH \u8a8d\u8a3c\u9375\u30d5\u30a1\u30a4\u30eb\u3092\u8abf\u3079\u3066\u3001\u3059\u3079\u3066\u306e\u9375\u3092\u628a\u63e1\u3057\u3066\u3044\u308b\u3053\u3068\u3001\u4e0d\u660e\u306a\u30e6\u30fc\u30b6\u3084\u9375\u304c\u306a\u3044\u3053\u3068\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\n<\/ul>\n<h4>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u95a2\u3059\u308b\u4e00\u822c\u7684\u306a\u63a8\u5968\u4e8b\u9805<\/h4>\n<ul>\n<li>\u91cd\u8981\u306a\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3092\u5b9a\u671f\u7684\u304b\u3064\u7d99\u7d9a\u7684\u306b\u884c\u3044\u3001\u30c7\u30fc\u30bf\u306e\u640d\u5931\u3092\u9632\u304e\u307e\u3059\u3002\n<li>\u6700\u5c0f\u6a29\u9650\u30a2\u30af\u30bb\u30b9\u539f\u5247\u3092\u74b0\u5883\u5168\u4f53\u306b\u9069\u7528\u3057\u307e\u3059\u3002\n<li>\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u57fa\u672c\u7684\u306a\u885b\u751f\u7ba1\u7406\u3092\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u5f93\u696d\u54e1\u304c\u8aa4\u3063\u3066\u6b8b\u3057\u3066\u3057\u307e\u3046\u53ef\u80fd\u6027\u306e\u3042\u308b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ae\u30e3\u30c3\u30d7(\u4f8b\u3048\u3070\u3001\u30d1\u30c3\u30c1\u306e\u6b20\u843d\u3084\u30c7\u30d5\u30a9\u30eb\u30c8\u30d1\u30b9\u30ef\u30fc\u30c9)\u3092\u56de\u907f\u3059\u308b\u305f\u3081\u306e\u57fa\u672c\u3067\u3059\u3002\n<li>IT \u304a\u3088\u3073\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u62c5\u5f53\u8005\u304c\u5e38\u306b\u8b66\u6212\u3001\u76e3\u8996\u3092\u6020\u3089\u305a\u3001\u9867\u5ba2\u3001\u30d7\u30ed\u30bb\u30b9\u3001\u30b7\u30b9\u30c6\u30e0\u3092\u4fdd\u8b77\u3059\u308b\u305f\u3081\u306b\u771f\u646f\u306b\u50cd\u304f\u6e96\u5099\u304c\u3067\u304d\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\n<\/ul>\n<h4>\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u74b0\u5883\u3067\u306e\u63a8\u5968\u4e8b\u9805<\/h4>\n<ul>\n<li>\u653b\u6483\u8005\u304c\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3001\u4fb5\u5bb3\u3059\u308b\u305f\u3081\u306e\u30a8\u30f3\u30c8\u30ea\u30dd\u30a4\u30f3\u30c8\u306b\u306a\u308a\u3046\u308b\u30a8\u30af\u30b9\u30dd\u30fc\u30b8\u30e3\u3001\u8106\u5f31\u6027\u3001\u8a2d\u5b9a\u30df\u30b9\u3092\u7279\u5b9a\u3057\u307e\u3059\u3002\n<li>\u5b9f\u884c\u4e2d\u306e\u3059\u3079\u3066\u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u30b9\u30ad\u30e3\u30f3\u3057\u3066\u3001\u60aa\u7528\u306b\u3064\u306a\u304c\u308b\u65e2\u77e5\u306e\u91cd\u5927\u306a\u8106\u5f31\u6027\u3092\u767a\u898b\u3057\u3001\u91cd\u70b9\u7684\u306b\u30d1\u30c3\u30c1\u3092\u9069\u7528\u3057\u3066\u7de9\u548c\u3057\u307e\u3059\u3002Trivy 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