{"id":7681,"date":"2026-02-25T15:01:37","date_gmt":"2026-02-25T06:01:37","guid":{"rendered":"https:\/\/blog.since2020.jp\/?p=7681"},"modified":"2026-02-25T15:01:37","modified_gmt":"2026-02-25T06:01:37","slug":"machine-learning-data-leakage","status":"publish","type":"post","link":"https:\/\/since2020.jp\/media\/machine-learning-data-leakage\/","title":{"rendered":"\u6b63\u3057\u3044\u4e88\u6e2c\u306e\u305f\u3081\u306b\uff1a\u6a5f\u68b0\u5b66\u7fd2\u306e\u30ea\u30fc\u30af\u3068\u306f\uff1f"},"content":{"rendered":"\n

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\u30ea\u30fc\u30af\u3068\u306f\u4f55\u304b\uff1f<\/h2>\n

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AI\u304c\u30c7\u30fc\u30bf\u306e\u6cd5\u5247\u3092\u6b63\u3057\u304f\u5b66\u7fd2\u3057\u305f\u308f\u3051\u3067\u306f\u306a\u304f\u3001\u5358\u306b\u7d50\u679c\u306b\u76f4\u7d50\u3059\u308b\u300c\u7b54\u3048\u300d\u3092\u6697\u8a18\u3057\u3066\u3057\u307e\u3063\u305f\u3060\u3051\u306e\u72b6\u614b\u3068\u8a00\u3048\u307e\u3059\u3002<\/p>\r\n

<\/p>\n\n

\u30ea\u30fc\u30af\u306e\u5177\u4f53\u4f8b<\/h2>\n

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\u300c\u6765\u6708\u3001\u30b5\u30fc\u30d3\u30b9\u3092\u9000\u4f1a\u3057\u305d\u3046\u306a\u9867\u5ba2\u300d\u3092\u4e88\u6e2c\u3059\u308b\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3059\u308b\u3068\u3057\u307e\u3059\u3002\u3053\u306e\u3068\u304d\u3001\u4e88\u6e2c\u306b\u4f7f\u3046\u30c7\u30fc\u30bf\u306e\u4e2d\u306b\u300c\u9000\u4f1a\u624b\u7d9a\u304d\u30da\u30fc\u30b8\u306e\u95b2\u89a7\u56de\u6570\u300d\u3084\u300c\u9000\u4f1a\u5b8c\u4e86\u30e1\u30fc\u30eb\u306e\u53d7\u4fe1\u5c65\u6b74\u300d\u3092\u542b\u3081\u3066\u3057\u307e\u3046\u30b1\u30fc\u30b9\u3067\u3059\u3002\u4e88\u6e2c\u3057\u305f\u3044\u6642\u70b9\u3067\u306f\u307e\u3060\u767a\u751f\u3057\u3066\u3044\u306a\u3044\u306f\u305a\u306e\u672a\u6765\u306e\u884c\u52d5\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u305f\u3081\u3001AI\u306f\u300c\u9000\u4f1a\u30da\u30fc\u30b8\u3092\u898b\u305f\u4eba\u306f\u9000\u4f1a\u3059\u308b\u300d\u3068\u3044\u3046\u7121\u610f\u5473\u306a\u30eb\u30fc\u30eb\u3092\u5b66\u7fd2\u3057\u3066\u3057\u307e\u3044\u307e\u3059\u3002<\/p>\r\n

 <\/p>\r\n

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\u5e97\u8217\u306e\u660e\u65e5\u306e\u58f2\u4e0a\u3092\u4e88\u6e2c\u3059\u308b\u5834\u5408\u3001\u672c\u6765\u4f7f\u7528\u3059\u3079\u304d\u30c7\u30fc\u30bf\u306f\u300c\u660e\u65e5\u306e\u5929\u6c17\u300e\u4e88\u5831\u300f\u300d\u3067\u3059\u3002\u3057\u304b\u3057\u3001\u904e\u53bb\u306e\u30c7\u30fc\u30bf\u304b\u3089\u5b66\u7fd2\u3055\u305b\u308b\u969b\u306b\u3001\u8aa4\u3063\u3066\u300c\u305d\u306e\u65e5\u306e\u300e\u5b9f\u969b\u306e\u300f\u964d\u6c34\u91cf\u300d\u3092\u4f7f\u3063\u3066\u3057\u307e\u3046\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u660e\u65e5\u306e\u5b9f\u969b\u306e\u5929\u6c17\u306f\u3001\u660e\u65e5\u304c\u7d42\u308f\u308b\u307e\u3067\u77e5\u308b\u3053\u3068\u306f\u3067\u304d\u306a\u3044\u305f\u3081\u3001\u3053\u308c\u3082\u30ea\u30fc\u30af\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\r\n

 <\/p>\r\n

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<\/p>\n\n

\u30ea\u30fc\u30af\u3092\u9632\u3050\u305f\u3081\u306b<\/h2>\n

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1.\u300c\u4e88\u6e2c\u3059\u308b\u77ac\u9593\u300d\u3092\u8003\u616e\u3059\u308b<\/strong><\/p>\r\n

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 <\/p>\r\n

2.\u30c7\u30fc\u30bf\u3092\u5206\u5272\u3059\u308b\u300c\u524d\u300d\u306e\u51e6\u7406\u3092\u907f\u3051\u308b<\/strong><\/p>\r\n

\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u3092\u6b63\u3057\u304f\u8a55\u4fa1\u3059\u308b\u305f\u3081\u3001\u30c7\u30fc\u30bf\u3092\u300c\u5b66\u7fd2\u7528\u300d\u3068\u300c\u30c6\u30b9\u30c8\uff08\u8a55\u4fa1\uff09\u7528\u300d\u306b\u5206\u5272\u3057\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u5206\u5272\u3059\u308b\u524d\u306b\u30c7\u30fc\u30bf\u5168\u4f53\u306e\u5e73\u5747\u5024\u3092\u4f7f\u3063\u3066\u6b20\u640d\u5024\u3092\u57cb\u3081\u305f\u308a\u3057\u3066\u3057\u307e\u3046\u3068\u3001\u30c6\u30b9\u30c8\u7528\u30c7\u30fc\u30bf\u306e\u60c5\u5831\u304c\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u6f0f\u308c\u51fa\u3057\u3066\u3057\u307e\u3044\u307e\u3059\u3002\u5fc5\u305a\u300c\u30c7\u30fc\u30bf\u3092\u5206\u5272\u3057\u3066\u304b\u3089\u3001\u524d\u51e6\u7406\u3092\u884c\u3046\u300d\u3068\u3044\u3046\u9806\u5e8f\u3092\u5b88\u308a\u307e\u3057\u3087\u3046\u3002<\/p>\r\n

 <\/p>\r\n

3.\u7570\u5e38\u306b\u9ad8\u3044\u7cbe\u5ea6\u3092\u7591\u3046<\/strong><\/p>\r\n

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<\/p>\n\n

\u307e\u3068\u3081<\/h2>\n

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