{"id":44214,"date":"2026-05-08T20:10:01","date_gmt":"2026-05-08T20:10:01","guid":{"rendered":"https:\/\/training.linuxfoundation.org\/?post_type=product&p=44214"},"modified":"2026-05-26T12:39:25","modified_gmt":"2026-05-26T12:39:25","slug":"offensive-ai-exploits-and-security-lfws320","status":"publish","type":"product","link":"https:\/\/training.linuxfoundation.org\/ja\/training\/offensive-ai-exploits-and-security-lfws320\/","title":{"rendered":"\u653b\u6483\u578bAI\u306e\u60aa\u7528\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\uff08LFWS320\uff09"},"content":{"rendered":"
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\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/a> > \u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3<\/a> \u653b\u6483\u578bAI\u306e\u60aa\u7528\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\uff08LFWS320\uff09<\/div>\n
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\n \n\t\t \n\t\t \u30a4\u30f3\u30b9\u30c8\u30e9\u30af\u30bf\u30fc\u4e3b\u5c0e\u306e\u30b3\u30fc\u30b9<\/span>\n <\/div>\n<\/div>\n

\u653b\u6483\u578bAI\u306e\u60aa\u7528\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\uff08LFWS320\uff09<\/h1><\/div>\n
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LLM\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u65e2\u5b58\u306e\u30d7\u30ec\u30a4\u30d6\u30c3\u30af\u3067\u306f\u5bfe\u51e6\u3067\u304d\u306a\u3044\u65b0\u305f\u306a\u7a2e\u985e\u306e\u8106\u5f31\u6027\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3002\u3053\u306e\u5b9f\u8df5\u7684\u306a\u30b3\u30fc\u30b9\u3067\u306f\u3001RAG\u30d7\u30ed\u30f3\u30d7\u30c8\u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\u304b\u3089\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u30dd\u30a4\u30ba\u30cb\u30f3\u30b0\u307e\u3067\u3001OWASP\u00ae Top 10\u306b\u6319\u3052\u3089\u308c\u3066\u3044\u308bLLM\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5411\u3051\u306e10\u7a2e\u985e\u306e\u653b\u6483\u30af\u30e9\u30b9\u3059\u3079\u3066\u3092\u767a\u898b\u3001\u60aa\u7528\u3001\u4fee\u5fa9\u3059\u308b\u305f\u3081\u306e\u5c02\u9580\u7684\u306a\u653b\u6483\u77e5\u8b58\u3092\u7fd2\u5f97\u3067\u304d\u307e\u3059\u3002.<\/p>\n<\/div>\n\n\n\n\n\t\t\t<\/div> \n\t\t<\/div>\n\t<\/div> \n\n\t

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\u5bfe\u8c61\u8005<\/div>\n
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LLM\uff08\u8ad6\u7406\u30ec\u30d9\u30eb\u7ba1\u7406\uff09\u3092\u6d3b\u7528\u3057\u305f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u5bfe\u3059\u308b\u5b9f\u8df5\u7684\u306a\u653b\u6483\u30b9\u30ad\u30eb\u3092\u5fc5\u8981\u3068\u3059\u308b\u3001\u4fb5\u5165\u30c6\u30b9\u30c8\u62c5\u5f53\u8005\u3001\u30ec\u30c3\u30c9\u30c1\u30fc\u30e0\u30e1\u30f3\u30d0\u30fc\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30a8\u30f3\u30b8\u30cb\u30a2\u3001AI\/ML\u30a8\u30f3\u30b8\u30cb\u30a2\u5411\u3051\u3002\u307e\u305f\u3001\u65e2\u5b58\u306e\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306bAI\u3092\u7d71\u5408\u3059\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u304a\u3088\u3073DevSecOps\u306e\u5c02\u9580\u5bb6\u306b\u3082\u5f79\u7acb\u3061\u307e\u3059\u3002.<\/div>\n \n \u5c11\u306a\u304f\u8aad\u3080<\/span>\n \u7d9a\u304d\u3092\u8aad\u3080<\/span>\n <\/a>\n <\/div>\n\n <\/section>\n\t
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\u5b66\u7fd2\u5185\u5bb9<\/div>\n
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OWASP\u00ae Top 10 for LLM Applications\u306b\u6319\u3052\u3089\u308c\u3066\u3044\u308b10\u7a2e\u985e\u306e\u8106\u5f31\u6027\u30af\u30e9\u30b9\uff08\u5373\u6642\u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\u3001\u30ac\u30fc\u30c9\u30d0\u30a4\u30d1\u30b9\u3001\u9593\u63a5\u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\u3001\u30e1\u30e2\u30ea\u30dd\u30a4\u30ba\u30cb\u30f3\u30b0\u3001\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u30dd\u30a4\u30ba\u30cb\u30f3\u30b0\u306a\u3069\uff09\u3059\u3079\u3066\u3092\u60aa\u7528\u3057\u3001\u305d\u308c\u3089\u3092\u4fee\u5fa9\u3059\u308b\u305f\u3081\u306eLLM\u30cd\u30a4\u30c6\u30a3\u30d6\u306a\u9632\u5fa1\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u63a8\u5968\u3057\u307e\u3059\u3002.<\/div>\n \n \u5c11\u306a\u304f\u8aad\u3080<\/span>\n \u7d9a\u304d\u3092\u8aad\u3080<\/span>\n <\/a>\n <\/div>\n\n <\/section>\n\t
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\u8eab\u306b\u3064\u304f\u77e5\u8b58<\/div>\n
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LLM\uff08\u8ad6\u7406\u8ad6\u7406\u30e2\u30c7\u30eb\uff09\u3092\u6d3b\u7528\u3057\u305f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u8a55\u4fa1\u3001\u60aa\u7528\u3001\u304a\u3088\u3073\u52a9\u8a00\u3059\u308b\u80fd\u529b\u3092\u793a\u3059\u3053\u3068\u3067\u3001AI\u30ec\u30c3\u30c9\u30c1\u30fc\u30e0\u3001LLM\u4fb5\u5165\u30c6\u30b9\u30c8\u3001\u304a\u3088\u3073AI\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u5f79\u5272\u3078\u3068\u30b9\u30c6\u30c3\u30d7\u30a2\u30c3\u30d7\u3067\u304d\u307e\u3059\u3002.<\/div>\n \n \u5c11\u306a\u304f\u8aad\u3080<\/span>\n \u7d9a\u304d\u3092\u8aad\u3080<\/span>\n <\/a>\n <\/div>\n\n <\/section>\n\t<\/div>\n
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\u3059\u3079\u3066\u5c55\u958b<\/div>\n\t\t\t
\u3059\u3079\u3066\u6298\u308a\u305f\u305f\u3080<\/div>\n\t\t<\/span>\n\t\t <\/section>\n
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\n \n \u306f\u3058\u3081\u306b\uff06\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7<\/span>\n <\/span>\n <\/section>\n
\n\t\t\t\t\t\tLLM\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\uff08RAG\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3001\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff09\u3001OWASP\u00ae Top 10\u3001\u653b\u6483\u5bfe\u8c61\u9818\u57df\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u3002. <\/section>\n <\/article>\n\t\t\t\t\t\t
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\n \n \u76f4\u63a5\u5373\u6642\u6ce8\u5c04<\/span>\n <\/span>\n <\/section>\n
\n\t\t\t\t\t\tRAG\u653b\u6483\u3001\u610f\u5473\u691c\u7d22\u3001\u30c7\u30fc\u30bf\u62bd\u51fa\u3001\u30c7\u30e5\u30a2\u30ebLLM\u9632\u5fa1\u3002. <\/section>\n <\/article>\n\t\t\t\t\t\t
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\n \n \u30ac\u30fc\u30c9\u30d0\u30a4\u30d1\u30b9<\/span>\n <\/span>\n <\/section>\n
\n\t\t\t\t\t\t\u30a8\u30f3\u30b3\u30fc\u30c9\u30d0\u30a4\u30d1\u30b9\u3001\u540c\u7fa9\u8a9e\u653b\u6483\u3001\u591a\u6bb5\u968e\u62bd\u51fa\u3001\u30ac\u30fc\u30c9\u5f37\u5316\u3002. <\/section>\n <\/article>\n\t\t\t\t\t\t
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\n\t\t\t\t\t\tX-Forwarded-For\u3001LLM\u8a8d\u8a3c\u59d4\u4efb\u306e\u30ea\u30b9\u30af\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\u3002. <\/section>\n <\/article>\n\t\t\t\t\t\t
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\n \n \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30c4\u30fc\u30eb\u306e\u60aa\u7528<\/span>\n <\/span>\n <\/section>\n
\n\t\t\t\t\t\tLangChain\/LangGraph\u306e\u60aa\u7528\u3001\u30b3\u30de\u30f3\u30c9\u5b9f\u884c\u3001\u30c4\u30fc\u30eb\u306e\u30b9\u30b3\u30fc\u30d7\u3002. <\/section>\n <\/article>\n\t\t\t\t\t\t
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\n \n \u9593\u63a5\u6ce8\u5165\u3068SSRF<\/span>\n <\/span>\n <\/section>\n
\n\t\t\t\t\t\t\u30c7\u30fc\u30bf\u3068\u547d\u4ee4\u306e\u5883\u754c\u3001Webhook SSRF\u3001\u30b5\u30cb\u30bf\u30a4\u30ba\u3002. <\/section>\n <\/article>\n\t\t\t\t\t\t
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\n \n \u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u6ce8\u5165<\/span>\n <\/span>\n <\/section>\n
\n\t\t\t\t\t\t\u8996\u899a\u30e2\u30c7\u30eb\u653b\u6483\u3001\u30b9\u30c6\u30ac\u30ce\u30b0\u30e9\u30d5\u30a3\u30fc\u3001\u30c7\u30e5\u30a2\u30eb\u30d3\u30b8\u30e7\u30f3\u30ac\u30fc\u30c9\u3002. <\/section>\n <\/article>\n\t\t\t\t\t\t
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\n \n \u8a18\u61b6\u6bd2<\/span>\n <\/span>\n <\/section>\n
\n\t\t\t\t\t\t\u4f1a\u8a71\u8a18\u61b6\u306e\u60aa\u7528\u3001\u30a8\u30b9\u30ab\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u306a\u308a\u3059\u307e\u3057\u3002. <\/section>\n <\/article>\n\t\t\t\t\t\t
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\n \n \u30b9\u30ad\u30fc\u30de\u306e\u6df7\u4e71<\/span>\n <\/span>\n <\/section>\n
\n\t\t\t\t\t\t\u95a2\u6570\u547c\u3073\u51fa\u3057\u306e\u6feb\u7528\u3001\u30d1\u30b9\u306e\u8d70\u67fb\u3001\u30c4\u30fc\u30eb\u306e\u66d6\u6627\u3055\u3002. <\/section>\n <\/article>\n\t\t\t\t\t\t
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\n \n \u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8AI<\/span>\n <\/span>\n <\/section>\n <\/article>\n\t\t\t\t\t\t
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\n \n \u6700\u7d42\u8ab2\u984c\u3068\u307e\u3068\u3081<\/span>\n <\/span>\n <\/section>\n <\/article>\n\t\t\t\t\t\t <\/section>\n
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