{"id":281,"date":"2020-09-29T21:52:09","date_gmt":"2020-09-29T12:52:09","guid":{"rendered":"https:\/\/k.ee.kanagawa-u.ac.jp\/k\/?page_id=281"},"modified":"2025-06-02T17:21:01","modified_gmt":"2025-06-02T08:21:01","slug":"thesis","status":"publish","type":"page","link":"https:\/\/k.ee.kanagawa-u.ac.jp\/k\/thesis\/","title":{"rendered":"\u5352\u8ad6\u30fb\u4fee\u8ad6\u30fbD\u8ad6\u30bf\u30a4\u30c8\u30eb(2018\uff5e)\u30fb\u5b66\u751f\u306e\u53d7\u8cde\u6b74"},"content":{"rendered":"\n<p><\/p>\n\n\n\n<p>2024<\/p>\n\n\n\n<p>\u5352\u696d\u8ad6\u6587<\/p>\n\n\n\n<p>202103759 \u5927\u8c37\u3000\u4e0a\u7dcf\u4ecb \u30aa\u30aa\u30bf\u30cb\u3000\u30ab\u30ba\u30b5\u30ce\u30b9\u30b1 GPU\u306e\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3068 SNMP\u3092\u7528\u3044\u305f\u5229\u7528\u72b6\u6cc1\u306e\u8996\u899a\u5316<br>202103831 \u9752\u6728\u3000\u512a\u82b1 \u30a2\u30aa\u30ad\u3000\u30e6\u30ab \u30b9\u30de\u30fc\u30c8\u30b3\u30f3\u30c8\u30e9\u30af\u30c8\u3092\u7528\u3044\u305f\u60c5\u5831\u30ab\u30d7\u30bb\u30eb\u306b\u3088\u308b\u500b\u4eba\u60c5\u5831\u4fdd\u8b77<br>202004144 \u4e80\u5c71\u3000\u967d\u6709 \u30ab\u30e1\u30e4\u30de\u3000\u30d2\u30e6\u30a6 \u9ed2\u5857\u308a\u3092\u7528\u3044\u305f\u6a5f\u5bc6\u60c5\u5831\u4fdd\u5b88\u306e\u305f\u3081\u306e\u30c7\u30fc\u30bf\u30cf\u30a4\u30c7\u30a3\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0<br>202004153 \u6817\u539f\u3000\u5c1a\u5927 \u30af\u30ea\u30cf\u30e9\u3000\u30b7\u30e7\u30a6\u30bf \u30e2\u30c7\u30eb\u5727\u7e2e\u3092\u7528\u3044\u305fDNN\u306b\u5bfe\u3059\u308b\u96fb\u5b50\u900f\u304b\u3057<br>202103913 \u82e5\u72ed\u3000\u572d \u30ef\u30ab\u30b5\u3000\u30b1\u30a4 CP\u5206\u89e3\u3092\u7528\u3044\u305f\u96fb\u5b50\u900f\u304b\u3057\u624b\u6cd5\u306e\u30ab\u30e9\u30fc\u753b\u50cf\u3078\u306e\u62e1\u5f35<br>202103817 \u5bae\u6fa4\u3000\u5b5d\u4e4b \u30df\u30e4\u30b6\u30ef\u3000\u30bf\u30ab\u30e6\u30ad \u30c6\u30f3\u30bd\u30eb\u5206\u89e3\u3068\u96e2\u6563\u30a6\u30a7\u30fc\u30d6\u30ec\u30c3\u30c8\u5909\u63db\u3092\u7528\u3044\u305f\u30ab\u30e9\u30fc\u52d5\u753b\u50cf\u96fb\u5b50\u900f\u304b\u3057<br>202103751 \u5ca9\u4e0b\u3000\u51f1 \u30a4\u30ef\u30b7\u30bf\u3000\u30ac\u30a4 \u30dc\u30b1\u5fa9\u5143\u3092\u7528\u3044\u305f\u96fb\u5b50\u900f\u304b\u3057<br>202103830 \u5289\u3000\u660e\u8c6a \u30ea\u30e5\u30a6\u3000\u30e1\u30a4\u30b4\u30a6 CNN\u306b\u3088\u308b\u96fb\u5b50\u900f\u304b\u3057\u306e\u57cb\u3081\u8fbc\u307f\u30d3\u30c3\u30c8\u5217\u3068\u7cbe\u5ea6\u306e\u95a2\u4fc2<br>202103917 \u6e21\u9089\u3000\u5c0a\u6597 \u30ef\u30bf\u30ca\u30d9\u3000\u30bf\u30ab\u30c8 CNN\u3092\u7528\u3044\u305f\u30c7\u30fc\u30bf\u30cf\u30a4\u30c7\u30a3\u30f3\u30b0\u306b\u304a\u3051\u308b\u751f\u6210\u753b\u50cf\u306b\u5bfe\u3059\u308b\u52a0\u5de5\u8010\u6027\u306e\u8a55\u4fa1<br>202103820 \u5b89\u7530\u3000\u839e\u723e \u30e4\u30b9\u30c0\u3000\u30ab\u30f3\u30b8 \u8457\u4f5c\u6a29\u7ba1\u7406\u306e\u305f\u3081\u306eVAE\u3092\u7528\u3044\u305f\u77e5\u899a\u30cf\u30c3\u30b7\u30e5<br>202103772 \u5009\u6301\u3000\u7422\u5b9f \u30af\u30e9\u30e2\u30c1\u3000\u30bf\u30af\u30df \u5207\u308a\u53d6\u308a\u30fb\u5408\u6210\u52a0\u5de5\u306b\u5bfe\u5fdc\u3057\u305f\u77e5\u899a\u30cf\u30c3\u30b7\u30e5\u306e\u751f\u6210<br>202104366 \u77e2\u6fa4\u3000\u697c\u90fd \u30e4\u30b6\u30ef\u3000\u30ed\u30a6\u30c9 \u77e5\u899a\u30cf\u30c3\u30b7\u30e5\u306e\u6b63\u78ba\u306a\u8a55\u4fa1\u3092\u76ee\u7684\u3068\u3057\u305fAugmentation\u624b\u6cd5\u306e\u691c\u8a0e\u3068\u6539\u5584<br>201903482 \u5c0f\u95a2\u3000\u5927\u7a00 \u30aa\u30bc\u30ad\u3000\u30c0\u30a4\u30ad \u77e5\u899a\u30cf\u30c3\u30b7\u30e5\u306e\u305f\u3081\u306e\u679d\u5208\u308a\u3068\u518d\u5b66\u7fd2\u3092\u7528\u3044\u305fCNN\u30e2\u30c7\u30eb\u5727\u7e2e<br>202103887 \u6c38\u539f\u3000\u4f73\u6a39 \u30ca\u30ac\u30cf\u30e9\u3000\u30e8\u30b7\u30ad CLIP\u306eImage encoder\u3092\u7528\u3044\u305f\u77e5\u899a\u30cf\u30c3\u30b7\u30e5<br>202103765 \u91d1\u5b50\u3000\u76f4\u751f \u30ab\u30cd\u30b3\u3000\u30ca\u30aa\u30ad CNN\u30ce\u30fc\u30c9\u306e\u30ec\u30b9\u30dd\u30f3\u30b9\u3092\u6d3b\u7528\u3057\u305f\u77e5\u899a\u30cf\u30c3\u30b7\u30e5\u306e\u6700\u9069\u306a\u7b97\u51fa\u65b9\u6cd5\u306e\u691c\u8a0e<\/p>\n\n\n\n<p>2023<\/p>\n\n\n\n<p>\u5352\u696d\u8ad6\u6587<br>202004160 \u4f50\u3005\u6728\u3000\u78a7 \u30b5\u30b5\u30ad\u3000\u30a2\u30aa\u30c8 \u30b5\u30a4\u30d0\u30fc\u30ec\u30b8\u30ea\u30a8\u30f3\u30b9\u3092\u8003\u616e\u3057\u305f\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u305f\u3081\u306e\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30b7\u30b9\u30c6\u30e0<br>202004191 \u53e4\u5c4b\u3000\u6689\u9053 \u30d5\u30eb\u30e4\u3000\u30c6\u30eb\u30df\u30c1 \u30a2\u30af\u30bb\u30b9\u5c65\u6b74\u3092\u7528\u3044\u305fcovert channel(\u96a0\u308c\u30c1\u30e3\u30cd\u30eb)\u306b\u5bfe\u3059\u308b\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u30e2\u30c7\u30eb<br>202004171 \u66fd\u6839\u3000\u5f8b\u5e0c \u30bd\u30cd\u3000\u30ea\u30c4\u30ad \u5f37\u5316\u5b66\u7fd2\u3068\u30c8\u30d4\u30c3\u30af\u30e2\u30c7\u30eb\u306b\u3088\u308b\u5171\u6709\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b\u5bfe\u3059\u308b\u30a2\u30af\u30bb\u30b9\u5236\u5fa1<br>202004101 \u6a4b\u672c\u3000\u51ea\u4eba \u30cf\u30b7\u30e2\u30c8\u3000\u30ca\u30ae\u30c8 \u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\u3068\u30c8\u30d4\u30c3\u30af\u30e2\u30c7\u30eb\u306e\u968f\u4f34\u95a2\u4fc2\u3092\u7528\u3044\u305f\u975e\u6587\u5b57\u8cc7\u6599\u691c\u7d22<br>202004114 \u8302\u6728\u3000\u4fca \u30e2\u30c6\u30ae\u3000\u30b7\u30e5\u30f3 T-SVD\u3092\u7528\u3044\u305f\u30ab\u30e9\u30fc\u753b\u50cf\u96fb\u5b50\u900f\u304b\u3057<br>202004192 \u7d30\u5009\u3000\u6566\u53f2 \u30db\u30bd\u30af\u30e9\u3000\u30a2\u30c4\u30b7 \u30c6\u30f3\u30bd\u30eb\u5206\u89e3\u3068\u96e2\u6563\u30a6\u30a7\u30fc\u30d6\u30ec\u30c3\u30c8\u5909\u63db\u3092\u7528\u3044\u305f\u52d5\u753b\u50cf\u96fb\u5b50\u900f\u304b\u3057<br>202004172 \u9ad9\u6749\u3000\u592a\u8f1d \u30bf\u30ab\u30b9\u30ae\u3000\u30c0\u30a4\u30ad \u753b\u50cf\u306e\u77e5\u899a\u30cf\u30c3\u30b7\u30e5\u306b\u9069\u3057\u305fCNN\u30e2\u30c7\u30eb\u306e\u6bd4\u8f03\u691c\u8a0e<br>202004052 \u5c0f\u6cbc\u3000\u5229\u4e5f \u30aa\u30cc\u30de\u3000\u30c8\u30b7\u30e4 \u6a5f\u68b0\u5b66\u7fd2\u3092\u7528\u3044\u305f\u77e5\u899a\u30cf\u30c3\u30b7\u30e5\u306e\u8ee2\u79fb\u5b66\u7fd2\u306b\u3088\u308b\u52b9\u7387\u5316<br>202004204 \u5c71\u672c\u3000\u6dbc\u592a \u30e4\u30de\u30e2\u30c8\u3000\u30ea\u30e7\u30a6\u30bf CNN\u306b\u57fa\u3065\u304f\u77e5\u899a\u30cf\u30c3\u30b7\u30e5\u306e\u84b8\u7559\u306b\u3088\u308b\u30e2\u30c7\u30eb\u5727\u7e2e<br>202004168 \u9234\u6728\u3000\u5927\u6674 \u30b9\u30ba\u30ad\u3000\u30bf\u30a4\u30bb\u30a4 VAE\u3092\u7528\u3044\u305f\u77e5\u899a\u30cf\u30c3\u30b7\u30e5\u306e\u751f\u6210<br>202004150 \u570b\u8c37\u3000\u4eae\u4ecb \u30af\u30cb\u30bf\u30cb\u3000\u30ea\u30e7\u30a6\u30b9\u30b1 CNN\u306b\u3088\u308b\u96fb\u5b50\u900f\u304b\u3057\u306e\u57cb\u3081\u8fbc\u307f\u60c5\u5831\u91cf\u5897\u52a0\u306e\u691c\u8a0e<br>202004748 \u5b88\u4e0b\u3000\u771f\u7fd4 \u30e2\u30ea\u30b7\u30bf\u3000\u30de\u30ca\u30c8 \u753b\u50cf\u751f\u6210\u30e2\u30c7\u30eb\u3092\u7528\u3044\u305f\u753b\u50cf\u52a0\u5de5\u306b\u5bfe\u3059\u308bCNN\u3092\u7528\u3044\u305f\u96fb\u5b50\u900f\u304b\u3057\u306e\u653b\u6483\u8010\u6027\u691c\u8a3c<br>202004054 \u90ed\u3000\u627f\u8fc5 \u30ab\u30af\u3000\u30b7\u30e7\u30a6\u30b8\u30f3 \u6a5f\u68b0\u5b66\u7fd2\u306b\u3088\u308b\u97f3\u58f0\u60c5\u5831\u306e\u305f\u3081\u306e\u77e5\u899a\u30cf\u30c3\u30b7\u30e5<\/p>\n\n\n\n<p>\u4fee\u58eb\u8ad6\u6587<br>202270125 \u83c5\u539f\u3000\u88d5\u6674 \u30b9\u30ac\u30ef\u30e9\u3000\u30e6\u30a6\u30bb\u30a4 CNN\u30ce\u30fc\u30c9\u306e\u30ec\u30b9\u30dd\u30f3\u30b9\u3092\u6d3b\u7528\u3057\u305f\u77e5\u899a\u30cf\u30c3\u30b7\u30e5<br>202270169 \u4e09\u54c1\u3000\u7fd4\u5927 \u30df\u30b7\u30ca\u3000\u30b7\u30e7\u30a6\u30bf CNN\u306b\u57fa\u3065\u304f\u77e5\u899a\u30cf\u30c3\u30b7\u30e5\u306e\u5171\u6709\u60c5\u5831\u524a\u6e1b<br>202270111 \u5c0f\u677e\u3000\u7d14\u4e5f \u30b3\u30de\u30c4\u3000\u30b8\u30e5\u30f3\u30e4 \u6c11\u4fd7\u5b66\u8cc7\u6599\u7814\u7a76\u652f\u63f4\u306e\u305f\u3081\u306e\u30c8\u30d4\u30c3\u30af\u30e2\u30c7\u30eb\u306b\u3088\u308b\u691c\u7d22<br>202270098 \u82c5\u8c37\u3000\u512a\u592a \u30ab\u30ea\u30e4\u3000\u30e6\u30a6\u30bf \u5229\u7528\u8005\u306e\u610f\u601d\u3092\u53cd\u6620\u3055\u305b\u308b\u5f37\u5316\u5b66\u7fd2\u3092\u7528\u3044\u305f\u60c5\u5831\u30d5\u30a3\u30eb\u30bf<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>2022<\/p>\n\n\n\n<p>\u5352\u696d\u8ad6\u6587<br>201903409 \u5e36\u5ddd \u7fd4\u592a\u90ce \u30aa\u30d3\u30ab\u30ef \u30b7\u30e7\u30a6\u30bf\u30ed\u30a6 \u30b3\u30f3\u30c6\u30ca\u7528\u3044\u305f\u5206\u6563\u6a5f\u68b0\u5b66\u7fd2\u30b7\u30b9\u30c6\u30e0\u306b\u304a\u3051\u308b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5f37\u5316\u624b\u6cd5<br>201803958 \u9234\u6728 \u9678\u6597 \u30b9\u30ba\u30ad \u30ea\u30af\u30c8 \u975e\u6587\u5b57\u8cc7\u6599\u3092\u4f7f\u3063\u305f\u5171\u8d77\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3068\u30aa\u30f3\u30c8\u30ed\u30b8\u306b\u3088\u308b\u975e\u6587\u5b57\u691c\u7d22<br>201904080 \u8429\u91ce \u7fd4\u592a \u30cf\u30ae\u30ce \u30b7\u30e7\u30a6\u30bf \u65e5\u672c\u8a9e\u30ef\u30fc\u30c9\u30cd\u30c3\u30c8\u3068\u5171\u8d77\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u968f\u4f34\u95a2\u4fc2\u3092\u7528\u3044\u305f\u975e\u6587\u5b57\u691c\u7d22<br>201804030 \u9ad8\u57a3 \u60a0\u99ac \u30bf\u30ab\u30ac\u30ad \u30e6\u30a6\u30de \u30a2\u30af\u30bb\u30b9\u884c\u5217\u306b\u304a\u3051\u308bLatentChannel\u306e\u691c\u51fa\u3068\u8a55\u4fa1<br>201804044 \u6797 \u5ba5\u6597 \u30cf\u30e4\u30b7 \u30e6\u30a6\u30c8 VGG16\u4e2d\u9593\u5c64\u306e\u51fa\u529b\u3092\u7528\u3044\u305f\u78ba\u7387\u5206\u5e03\u306b\u3088\u308b\u77e5\u899a\u30cf\u30c3\u30b7\u30e5<br>201903474 \u77f3\u5ddd \u5927\u8cb4 \u30a4\u30b7\u30ab\u30ef \u30d2\u30ed\u30ad \u77e5\u899a\u30cf\u30c3\u30b7\u30e5\u306e\u305f\u3081\u306eCNN\u30e2\u30c7\u30eb\u306e\u5727\u7e2e<br>201903518 \u897f\u4e38 \u96c4\u5927 \u30cb\u30b7\u30de\u30eb \u30e6\u30a6\u30c0\u30a4 CNN \u3092\u5229\u7528\u3057\u305f\u96fb\u5b50\u900f\u304b\u3057\u306estirmark \u306b\u3088\u308b\u653b\u6483\u306e\u52a0\u5de5\u8010\u6027\u306e\u691c\u8a3c<br>201903460 \u99ac\u6e21 \u76f4\u77e2 \u30de\u30ef\u30bf\u30ea \u30ca\u30aa\u30e4 \u30e2\u30c7\u30eb\u5727\u7e2e\u3092\u7528\u3044\u305fDNN\u306b\u5bfe\u3059\u308b\u96fb\u5b50\u900f\u304b\u3057<br>201903539 \u6e21\u908a \u6b66\u5c0a \u30ef\u30bf\u30ca\u30d9 \u30db\u30bf\u30ab NFT\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u771f\u8d0b\u6027\u3092\u4fdd\u8a3c\u3059\u308bPKI \u306e\u69cb\u7bc9<\/p>\n\n\n\n<p>2021<\/p>\n\n\n\n<p>\u5352\u696d\u8ad6\u6587<br>201703951 \u5c71\u672c\u3000\u9065 \u30e4\u30de\u30e2\u30c8\u3000\u30cf\u30eb\u30ab \u30e6\u30fc\u30b6\u30fc\u306e\u4e3b\u89b3\u3092\u53cd\u6620\u3057\u305f\u975e\u6587\u5b57\u8cc7\u6599\u691c\u7d22<br>201704001 \u571f\u5fd7\u7530\u3000\u6e29\u5f18 \u30c9\u30b7\u30c0\u3000\u30a2\u30c4\u30d2\u30ed \u77e5\u899a\u30cf\u30c3\u30b7\u30e5\u5024\u3092\u5171\u6709\u3059\u308b\u305f\u3081\u306b\u7528\u3044\u308b\u30e2\u30c7\u30eb\u5727\u7e2e<br>201803938 \u5c0f\u91ce\u5bfa\u3000\u6643\u8f14 \u30aa\u30ce\u30c7\u30e9\u3000\u30b3\u30a6\u30b9\u30b1 \u6559\u5e2b\u3042\u308aContrasitve Learing\u306eDeepfake\u691c\u51fa\u3078\u306e\u5fdc\u7528<br>201803942 \u82c5\u8c37\u3000\u512a\u592a \u30ab\u30ea\u30e4\u3000\u30e6\u30a6\u30bf \u5229\u7528\u8005\u306e\u610f\u601d\u3092\u53cd\u6620\u3057\u305f\u30c8\u30d4\u30c3\u30af\u30e2\u30c7\u30eb\u3068\u5f37\u5316\u5b66\u7fd2\u3092\u7528\u3044\u305fTake-Grant\u30e2\u30c7\u30eb\u306e\u305f\u3081\u306e\u60c5\u5831\u30d5\u30a3\u30eb\u30bf\u306e\u8a2d\u8a08<br>201803949 \u5c0f\u677e\u3000\u7d14\u4e5f \u30b3\u30de\u30c4\u3000\u30b8\u30e5\u30f3\u30e4 \u975e\u6587\u5b57\u8cc7\u6599\u306e\u305f\u3081\u306eLDA \u3092\u7528\u3044\u305f\u985e\u4f3c\u6587\u66f8\u691c\u7d22<br>201803960 \u9ad8\u5cf6\u3000\u5927\u609f \u30bf\u30ab\u30b7\u30de\u3000\u30c0\u30a4\u30b4 \u5206\u6563take-grant\u3092\u7528\u3044\u305f\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30b7\u30b9\u30c6\u30e0\u306e\u69cb\u7bc9<br>201803964 \u7530\u4e2d\u3000\u6566\u4e5f \u30bf\u30ca\u30ab\u3000\u30a2\u30c4\u30e4 Grad-Cam\u306b\u3088\u308b\u77e5\u899a\u30cf\u30c3\u30b7\u30e5\u751f\u6210\u6cd5<br>201803974 \u6797\u3000\u62d3\u5b9f \u30cf\u30e4\u30b7\u3000\u30bf\u30af\u30df CNN \u3092\u7528\u3044\u305f\u77e5\u899a\u30cf\u30c3\u30b7\u30e5\u306eTraining \u30c7\u30fc\u30bf\u306e\u524a\u6e1b\u306b\u3088\u308b\u7cbe\u5ea6\u3078\u306e\u5f71\u97ff\u306e\u691c\u8a0e<br>201804012 \u52a0\u7d0d\u3000\u5feb\u57ce \u30ab\u30ce\u30a6\u3000\u30cf\u30e4\u30bb VAE \u306b\u3088\u308bCNN \u4e2d\u9593\u5c64\u306e\u89e3\u6790\u3068\u77e5\u899a\u30cf\u30c3\u30b7\u30e5\u3078\u306e\u5fdc\u7528<br>201804024 \u4f50\u85e4\u3000\u9065\u5e0c \u30b5\u30c8\u30a6\u3000\u30cf\u30eb\u30ad \u8907\u6570\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u542b\u3080\u753b\u50cf\u306b\u5bfe\u5fdc\u3057\u305f\u77e5\u899a\u30cf\u30c3\u30b7\u30e5\u306e\u751f\u6210<br>201804027 \u83c5\u539f\u3000\u88d5\u6674 \u30b9\u30ac\u30ef\u30e9\u3000\u30e6\u30a6\u30bb\u30a4 \u8907\u6570\u306e\u753b\u50cf\u306b\u5bfe\u3059\u308b\u5171\u901a\u306e\u77e5\u899a\u30cf\u30c3\u30b7\u30e5\u751f\u6210\u6cd5<br>201804058 \u5c71\u672c\u3000\u5927\u52e2 \u30e4\u30de\u30e2\u30c8\u3000\u30bf\u30a4\u30bb\u30a4 CNN \u3092\u7528\u3044\u305f\u96fb\u5b50\u900f\u304b\u3057\u306e\u52a0\u5de5\u8010\u6027\u306e\u691c\u8a3c<br>201804644 \u6cbc\u7530\u3000\u5b5d\u592a \u30cc\u30de\u30c0\u3000\u30b3\u30a6\u30bf AHP\u3092\u7528\u3044\u305f\u60c5\u5831\u6f0f\u6d29\u9632\u6b62\u306e\u305f\u3081\u306e\u63a8\u8ad6\u898f\u5247\u751f\u6210<\/p>\n\n\n\n<p>\u535a\u58eb\u8ad6\u6587<br>201970175 \u5b5f\u3000\u662d\u96c4 \u30e2\u30a6\u3000\u30b7\u30e7\u30a6\u30e6\u30a6 Design proposal of perceptual hashing based on convolutional neural network for digital watermarking<\/p>\n\n\n\n<p>2020<\/p>\n\n\n\n<p>\u5352\u696d\u8ad6\u6587<br> \u7d05\u6797 \u5b8f\u7950 \u30af\u30ec\u30d0\u30e4\u30b7\u3000\u30b3\u30a6\u30b9\u30b1 \u60c5\u5831\u6f0f\u3048\u3044\u60c5\u5831\u6539\u3056\u3093\u3092\u9632\u6b62\u3059\u308b\u6f14\u7e79\u63a8\u8ad6\u898f\u5247\u751f\u6210\u306e\u305f\u3081\u306eMulti-Label Learning\u306e\u63d0\u6848-2\u3064\u306e\u30c7\u30a3\u30ea\u30af\u30ec\u5206\u5e03\u3068\u30c6\u30f3\u30bd\u30eb\u5206\u89e3\u3092\u7d44\u307f\u5408\u308f\u305b\u305fMulti-Label Learning\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3-<br> \u4f50\u91ce\u3000\u516c\u4eae \u30b5\u30ce\u3000\u30b3\u30a6\u30b9\u30b1 \u60c5\u5831\u91cf\u306b\u7740\u76ee\u3057\u305fTake-Grant Model \u306b\u3088\u308b\u30a2\u30af\u30bb\u30b9\u6a29\u306e\u7ba1\u7406<br> \u9375\u5c71\u3000\u548c\u5e0c \u30ab\u30ae\u30e4\u30de\u3000\u30ab\u30ba\u30ad \u62e1\u5f35\u3057\u305fTake-Grant Model \u3092\u7528\u3044\u305fCovert Channel \u306e\u5206\u6790<br> \u5357\u3000\u62d3\u5b9f \u30df\u30ca\u30df\u3000\u30bf\u30af\u30df EthereumBC\u3092\u7528\u3044\u305f\u6539\u826f\u3055\u308c\u305fp2p\u30d5\u30a1\u30a4\u30eb\u30b7\u30b9\u30c6\u30e0\u306e\u63d0\u6848<br> \u7530\u8fba\u3000\u4e00\u6a39 \u30bf\u30ca\u30d9\u3000\u30ab\u30ba\u30ad Word2vec \u306e\u518d\u5b66\u7fd2\u3092\u5229\u7528\u3057\u305f\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u306e\u305f\u3081\u306e\u63a8\u8ad6\u898f\u5247\u306e\u7cbe\u5ea6\u5411\u4e0a<br> \u4e2d\u6fa4\u3000\u8ce2\u4eba \u30ca\u30ab\u30b6\u30ef\u3000\u30b1\u30f3\u30c8 \u30c8\u30d4\u30c3\u30af\u30e2\u30c7\u30eb\u306b\u3088\u308bCovert Channel\u5206\u6790<br>\u6a4b\u30b1\u8c37\u3000\u62d3\u6d77 \u30cf\u30b7\u30ac\u30e4\u3000\u30bf\u30af\u30df \u753b\u50cf\u691c\u7d22\u306e\u305f\u3081\u306eCNN\u306b\u3088\u308b\u7279\u5fb4\u91cf\u62bd\u51fa\u3068\u8fd1\u508d\u63a2\u7d22\u306b\u3088\u308b\u4e00\u81f4\u5224\u5b9a<br>\u6e21\u908a\u3000\u9678 \u30ef\u30bf\u30ca\u30d9\u3000\u30ea\u30af \u753b\u50cf\u306e\u30b0\u30eb\u30fc\u30d7\u3092\u53d7\u7406\u3059\u308b\u77e5\u899a\u30cf\u30c3\u30b7\u30e5\u306e\u69cb\u6210\u6cd5<br> \u677e\u4e95\u3000\u6643\u5927 \u30de\u30c4\u30a4\u3000\u30b3\u30a6\u30c0\u30a4 \u52a0\u5de5\u30fb\u7de8\u96c6\u306b\u5bfe\u3059\u308b\u77e5\u899a\u30cf\u30c3\u30b7\u30e5\u5024\u306e\u8010\u6027\u306e\u5b9a\u91cf\u7684\u8a55\u4fa1<br> \u77e5\u82b1\u3000\u7e54\u6597 \u30c1\u30d0\u30ca\u3000\u30aa\u30ea\u30c8 CNN\u4e2d\u9593\u5c64\u306e\u30db\u30e2\u30ed\u30b8\u30fc\u69cb\u9020\u306b\u57fa\u3065\u304f\u77e5\u899a\u30cf\u30c3\u30b7\u30e5\u306e\u751f\u6210<br> \u9f4b\u85e4\u3000\u5927\u4e5f \u30b5\u30a4\u30c8\u30a6\u3000\u30c0\u30a4\u30e4 CNN\u3092\u7528\u3044\u305f\u5143\u52d5\u753b\u3068\u6539\u5909\u3055\u308c\u305f\u52d5\u753b\u306e\u4e00\u81f4\u691c\u51fa<br> \u4e2d\u6751\u3000\u9678 \u30ca\u30ab\u30e0\u30e9\u3000\u30ea\u30af CNN\u3092\u7528\u3044\u305f\u96fb\u5b50\u900f\u304b\u3057\u69cb\u6210\u6cd5\u4eca\u65e5<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td><strong>2019\u4fee\u58eb\u8ad6\u6587<\/strong><\/td><td><\/td><\/tr><tr><td><a href=\"https:\/\/k.ee.kanagawa-u.ac.jp\/k\/wp-content\/uploads\/2020\/09\/2019nakatani.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">\u6a5f\u68b0\u5b66\u7fd2\u306b\u57fa\u3065\u304f\u65b0\u3057\u3044\u77e5\u899a\u30cf\u30c3\u30b7\u30e5\u95a2\u6570\u306e\u69cb\u6210\u3068\u96fb\u5b50\u900f\u304b\u3057\u3078\u306e\u5fdc\u7528<\/a><\/td><td>\u4e2d\u8c37 \u61b2<\/td><\/tr><tr><td><strong>2019\u5352\u696d\u8ad6\u6587<\/strong><\/td><td><\/td><\/tr><tr><td><a href=\"https:\/\/k.ee.kanagawa-u.ac.jp\/k\/wp-content\/uploads\/2020\/09\/2019mori.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">\u63a8\u8ad6\u653b\u6483\u306e\u60c5\u5831\u6f0f\u6d29\u306b\u7740\u76ee\u3057\u305f\u8a00\u8a9e\u30d9\u30af\u30c8\u30eb\u306e\u6b21\u5143\u5727\u7e2e<\/a><\/td><td>\u68ee\u3000\u5927\u6a39<\/td><\/tr><tr><td><a href=\"https:\/\/k.ee.kanagawa-u.ac.jp\/k\/wp-content\/uploads\/2020\/09\/2019isogawa.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">LDA\u3092\u7528\u3044\u305f\u975e\u6587\u5b57\u8cc7\u6599\u691c\u7d22\u6cd5<\/a><\/td><td>\u4e94\u5341\u5ddd\u3000\u6f64\u4e00\u90ce<\/td><\/tr><tr><td><a href=\"https:\/\/k.ee.kanagawa-u.ac.jp\/k\/wp-content\/uploads\/2020\/09\/2019nakamura.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">\u975e\u6587\u5b57\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u5bfe\u8c61\u3068\u3057\u305fAHP\u306b\u57fa\u3065\u304fcovert channel\u306e\u89e3\u6790<\/a><\/td><td>\u4e2d\u6751\u3000\u6052\u592a<\/td><\/tr><tr><td><a href=\"https:\/\/k.ee.kanagawa-u.ac.jp\/k\/wp-content\/uploads\/2020\/09\/2019endo.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">CNN\u306b\u304a\u3051\u308b\u8a8d\u8b58\u7387\u5411\u4e0a\u306e\u305f\u3081\u306e\u5c64\u6570\u3068Loss\u95a2\u6570\u306e\u9078\u5b9a<\/a><\/td><td>\u9060\u85e4\u3000\u98af\u6c70<\/td><\/tr><tr><td><a href=\"https:\/\/k.ee.kanagawa-u.ac.jp\/k\/wp-content\/uploads\/2020\/09\/2019kotouda.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">keras\u306e\u4e2d\u9593\u5c64\u306e\u4f4d\u76f8\u306b\u57fa\u3065\u304f\u77e5\u899a\u30cf\u30c3\u30b7\u30e5\u306e\u751f\u6210\u6cd5\u3000<\/a><\/td><td>\u5c0f\u85e4\u7530\u3000\u9678<\/td><\/tr><tr><td><a href=\"https:\/\/k.ee.kanagawa-u.ac.jp\/k\/wp-content\/uploads\/2020\/09\/2019ozawa.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">\u77e5\u899a\u30cf\u30c3\u30b7\u30e5\u306e\u751f\u6210\u3092\u76ee\u7684\u3068\u3057\u305fKeras\u4e2d\u9593\u5c64\u306e\u78ba\u7387\u5206\u5e03\u306e\u89e3\u6790<\/a><\/td><td>\u5c0f\u6fa4\u3000\u6dbc\u5e73<\/td><\/tr><tr><td><a href=\"https:\/\/k.ee.kanagawa-u.ac.jp\/k\/wp-content\/uploads\/2020\/09\/2019ushiyama.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">CNN\u306e\u4e2d\u9593\u5c64\u3068VAE\u306e\u96fb\u5b50\u900f\u304b\u3057\u3078\u306e\u5fdc\u7528<\/a><\/td><td>\u725b\u5c71\u3000\u5c1a\u7e54<\/td><\/tr><tr><td><a href=\"https:\/\/k.ee.kanagawa-u.ac.jp\/k\/wp-content\/uploads\/2020\/09\/2019matsuo.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u3092\u7528\u3044\u305f\u30c7\u30b8\u30bf\u30eb\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u6d41\u901a<\/a><\/td><td>\u677e\u5c3e\u3000\u6d69\u8cb4<\/td><\/tr><tr><td><a href=\"https:\/\/k.ee.kanagawa-u.ac.jp\/k\/wp-content\/uploads\/2020\/09\/2019matsukura.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">\u30e9\u30f3\u30c0\u30e0\u30d5\u30a9\u30ec\u30b9\u30c8\u3092\u7528\u3044\u305f\u30d5\u30a1\u30a4\u30a2\u30fc\u30a6\u30a9\u30fc\u30eb\u306e\u898f\u5247\u306e\u751f\u6210<\/a><\/td><td>\u677e\u5009\u3000\u96c4\u4e5f<\/td><\/tr><\/tbody><\/table><figcaption class=\"wp-element-caption\"><strong>\u30bf\u30a4\u30c8\u30eb\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u8cc7\u6599\u304c\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3067\u304d\u307e\u3059<\/strong><\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td><strong>2018\u4fee\u58eb\u8ad6\u6587<\/strong><\/td><td><\/td><\/tr><tr><td><a href=\"https:\/\/k.ee.kanagawa-u.ac.jp\/k\/wp-content\/uploads\/2020\/09\/2018meng.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Design proposal of digital image copyright management system <br>based on digital watermarking and blockchain<\/a><\/td><td>\u5b5f\u662d\u96c4<\/td><\/tr><tr><td><strong>2018\u5352\u696d\u8ad6\u6587<\/strong><\/td><td><\/td><\/tr><tr><td><a href=\"https:\/\/k.ee.kanagawa-u.ac.jp\/k\/wp-content\/uploads\/2020\/10\/2018kaku.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">\u60c5\u5831\u6f0f\u6d29\u3092\u9632\u6b62\u3059\u308b\u305f\u3081\u306eWord2Vec\u3092\u7528\u3044\u305f<br>\u6a5f\u5bc6\u60c5\u5831\u306b\u5bfe\u3059\u308b\u63a8\u8ad6\u898f\u5247\u751f\u6210<\/a><\/td><td>\u52a0\u6765\u3000\u529f\u5e73<\/td><\/tr><tr><td><a href=\"https:\/\/k.ee.kanagawa-u.ac.jp\/k\/wp-content\/uploads\/2020\/10\/2018murao.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">\u30d5\u30a1\u30a4\u30eb\u30de\u30cd\u30fc\u30b8\u30e3\u306e\u305f\u3081\u306e\u7fa4\u77e5\u80fd\u3092\u7528\u3044\u305f\u30a2\u30a4\u30b3\u30f3\u306e\u914d\u7f6e\u306e\u6700\u9069\u5316<\/a><\/td><td>\u6751\u5c3e\u3000\u62d3\u77e2<\/td><\/tr><tr><td><a href=\"https:\/\/k.ee.kanagawa-u.ac.jp\/k\/wp-content\/uploads\/2020\/10\/2018matsuura.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Topic Model\u3092\u7528\u3044\u305f\u975e\u6587\u5b57\u691c\u7d22\u30b7\u30b9\u30c6\u30e0<\/a><\/td><td>\u677e\u6d66\u3000\u8129\u53f8<\/td><\/tr><tr><td><a href=\"https:\/\/k.ee.kanagawa-u.ac.jp\/k\/wp-content\/uploads\/2020\/10\/2018ushikin.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u3092\u7528\u3044\u305f\u60c5\u5831\u6f0f\u3048\u3044\u3092\u672a\u7136\u306b\u9632\u3050\u8b66\u544a\u30b7\u30b9\u30c6\u30e0<\/a><\/td><td>\u4e8e\u5b50\u921e<\/td><\/tr><tr><td><a href=\"https:\/\/k.ee.kanagawa-u.ac.jp\/k\/wp-content\/uploads\/2020\/10\/2018ohata.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">CNN\u4e2d\u9593\u5c64\u3092\u5229\u7528\u3057\u305f\u753b\u50cf\u4e0d\u5909\u91cf\u5b66\u7fd2\u306e\u305f\u3081\u306e<br>Caffe+GPU\u306b\u3088\u308b\u30b7\u30b9\u30c6\u30e0\u306e\u5b9f\u88c5<\/a><\/td><td>\u5927\u7560\u3000\u907c<\/td><\/tr><tr><td><a href=\"https:\/\/k.ee.kanagawa-u.ac.jp\/k\/wp-content\/uploads\/2020\/10\/2018otsuka.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">CNN \u3092\u7528\u3044\u305f\u753b\u50cf\u8a8d\u8b58\u306b\u304a\u3051\u308b\u4e2d\u9593\u5c64\u306e\u60c5\u5831\u306e\u5fdc\u7528<\/a><\/td><td>\u5927\u585a\u3000\u548c\u771f<\/td><\/tr><tr><td><a href=\"https:\/\/k.ee.kanagawa-u.ac.jp\/k\/wp-content\/uploads\/2020\/10\/2018kurebayashi.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u306e\u305f\u3081\u306eBoid\u306b\u3088\u308b\u30c6\u30af\u30b9\u30c8\u4f9d\u5b58\u95a2\u4fc2\u306e\u5b66\u7fd2<\/a><\/td><td>\u7d05\u6797\u3000\u5b8f\u7950<\/td><\/tr><tr><td><a href=\"https:\/\/k.ee.kanagawa-u.ac.jp\/k\/wp-content\/uploads\/2020\/10\/2018nozue.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">\u30e9\u30f3\u30c0\u30e0\u30d5\u30a9\u30ec\u30b9\u30c8\u3092\u7528\u3044\u305f\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u30eb\u30fc\u30eb<\/a><\/td><td>\u91ce\u672b\u3000\u5927\u8cb4<\/td><\/tr><tr><td><a href=\"https:\/\/k.ee.kanagawa-u.ac.jp\/k\/wp-content\/uploads\/2020\/10\/2018yamashita.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">\u60c5\u5831\u30ab\u30d7\u30bb\u30eb\u3068\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u3092\u7528\u3044\u305f\u30c7\u30b8\u30bf\u30eb\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u6d41\u901a<\/a><\/td><td>\u5c71\u4e0b\u3000\u6075\u751f<\/td><\/tr><tr><td><a href=\"https:\/\/k.ee.kanagawa-u.ac.jp\/k\/wp-content\/uploads\/2020\/10\/2018yokoyama.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">LOD\u306e\u30ea\u30f3\u30af\u306b\u8d77\u56e0\u3059\u308bCovert Channel\u306e\u89e3\u6790<\/a><\/td><td>\u6a2a\u5c71\u3000\u9cf3\u6211<\/td><\/tr><tr><td><a href=\"https:\/\/k.ee.kanagawa-u.ac.jp\/k\/wp-content\/uploads\/2020\/10\/2018kamata.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u3092\u7528\u3044\u305f\u30af\u30e9\u30a6\u30c9\u5185\u306e\u30a2\u30af\u30bb\u30b9\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u7ba1\u7406<\/a><\/td><td>\u938c\u7530\u3000\u5553\u592a<\/td><\/tr><tr><td><a href=\"https:\/\/k.ee.kanagawa-u.ac.jp\/k\/wp-content\/uploads\/2020\/10\/2018sekine.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">\u30b9\u30de\u30fc\u30c8\u30b3\u30f3\u30c8\u30e9\u30af\u30c8\u306b\u3088\u308b\u62db\u5f85\u4ed8\u304d\u30aa\u30f3\u30e9\u30a4\u30f3\u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u30a2\u30af\u30bb\u30b9\u5236\u5fa1<\/a><\/td><td>\u95a2\u6839\u3000\u6709\u7d00<\/td><\/tr><tr><td><a href=\"https:\/\/k.ee.kanagawa-u.ac.jp\/k\/wp-content\/uploads\/2020\/10\/2018matsuuchi.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">\u60c5\u5831\u6f0f\u6d29\u9632\u6b62\u306e\u305f\u3081\u306e\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u30b7\u30b9\u30c6\u30e0\u306e\u8a2d\u8a08<\/a><\/td><td>\u677e\u5185\u3000\u6ec9\u5f81<\/td><\/tr><tr><td><a href=\"https:\/\/k.ee.kanagawa-u.ac.jp\/k\/wp-content\/uploads\/2020\/10\/2018marufuji.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">\u30e9\u30f3\u30c0\u30e0\u30d5\u30a9\u30ec\u30b9\u30c8\u3092\u7528\u3044\u305f\u30d5\u30a1\u30a4\u30a2\u30a6\u30a9\u30fc\u30eb\u306e\u69cb\u7bc9\u3068<br>\u30d5\u30a1\u30a4\u30a2\u30a6\u30a9\u30fc\u30eb\u306e\u4eee\u60f3\u74b0\u5883\u5316<\/a><\/td><td>\u4e38\u85e4\u3000\u4fe1\u54c9<\/td><\/tr><tr><td><a href=\"https:\/\/k.ee.kanagawa-u.ac.jp\/k\/wp-content\/uploads\/2020\/10\/2018mutou.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">\u63a8\u8ad6\u653b\u6483\u3092\u8003\u616e\u3057\u305f\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3078\u306e<br>\u30b3\u30f3\u30bb\u30f3\u30b5\u30b9\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u9069\u7528\u306e\u691c\u8a0e<\/a><\/td><td>\u6b66\u85e4\u3000\u5bdb\u5f25<\/td><\/tr><\/tbody><\/table><figcaption class=\"wp-element-caption\"><strong>\u30bf\u30a4\u30c8\u30eb\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u8cc7\u6599\u304c\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3067\u304d\u307e\u3059<\/strong><\/figcaption><\/figure>\n\n\n\n<p><strong>\u5b66\u751f\u306e\u53d7\u8cde\u6b74<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/www.kanagawa-u.ac.jp\/news\/details\u20819765.html\" data-type=\"URL\" data-id=\"https:\/\/www.kanagawa-u.ac.jp\/news\/details\u20819765.html\">2020\u5e74 \u7d05\u6797\u5b8f\u7950 \u96fb\u5b50\u60c5\u5831\u901a\u4fe1\u5b66\u4f1a\u3067\u5b66\u8853\u5968\u52b1\u8cde\u3092\u53d7\u8cde<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.kanagawa-u.ac.jp\/news\/details\u20820248.html\">20<\/a>20<a href=\"https:\/\/www.kanagawa-u.ac.jp\/news\/details\u20820248.html\">\u5e74 \u5b5f \u662d\u96c4 \u96fb\u5b50\u60c5\u5831\u901a\u4fe1\u5b66\u4f1a \u6280\u8853\u3068\u793e\u4f1a\uff65\u502b\u7406\uff08SITE\uff09\u7814\u7a76\u4f1a \u5b66\u8853\u5968\u52b1\u8cde\u3092\u53d7\u8cde<\/a><\/p>\n\n\n\n<p><a rel=\"noreferrer noopener\" href=\"https:\/\/www.jssm.net\/%E7%AC%AC%EF%BC%94%E5%9B%9E%E3%80%8C%E8%BE%BB%E4%BA%95%E9%87%8D%E7%94%B7%E3%82%BB%E3%82%AD%E3%83%A5%E3%83%AA%E3%83%86%E3%82%A3%E8%AB%96%E6%96%87%E8%B3%9E%E3%80%8D%E8%A1%A8%E5%BD%B0%E3%81%A8%E5%AF%A9\/\" target=\"_blank\">2019\u5e74 \u5b5f \u662d\u96c4 \u7b2c\uff14\u56de\u300c\u8fbb\u4e95\u91cd\u7537\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8ad6\u6587\u8cde\u300d<\/a><\/p>\n\n\n\n<p><strong><a rel=\"noreferrer noopener\" href=\"https:\/\/k.ee.kanagawa-u.ac.jp\/thesis.html\" target=\"_blank\">\u5352\u8ad6\u30fb\u4fee\u8ad6\u30bf\u30a4\u30c8\u30eb(1995\uff5e2017)<\/a>\u3000<\/strong>\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000<\/p>\n","protected":false},"excerpt":{"rendered":"<p>2024 \u5352\u696d\u8ad6\u6587 202103759 \u5927\u8c37\u3000\u4e0a\u7dcf\u4ecb \u30aa\u30aa\u30bf\u30cb\u3000\u30ab\u30ba\u30b5\u30ce\u30b9\u30b1 GPU\u306e\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3068 SNMP\u3092\u7528\u3044\u305f\u5229\u7528\u72b6\u6cc1\u306e\u8996\u899a\u5316202103831 \u9752\u6728\u3000\u512a\u82b1 \u30a2\u30aa\u30ad\u3000\u30e6\u30ab \u30b9\u30de\u30fc\u30c8\u30b3\u30f3\u30c8\u30e9\u30af\u30c8\u3092\u7528\u3044\u305f\u60c5\u5831\u30ab\u30d7\u30bb &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/k.ee.kanagawa-u.ac.jp\/k\/thesis\/\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;\u5352\u8ad6\u30fb\u4fee\u8ad6\u30fbD\u8ad6\u30bf\u30a4\u30c8\u30eb(2018\uff5e)\u30fb\u5b66\u751f\u306e\u53d7\u8cde\u6b74&#8221; \u306e<\/span>\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-281","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/k.ee.kanagawa-u.ac.jp\/k\/wp-json\/wp\/v2\/pages\/281","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/k.ee.kanagawa-u.ac.jp\/k\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/k.ee.kanagawa-u.ac.jp\/k\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/k.ee.kanagawa-u.ac.jp\/k\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/k.ee.kanagawa-u.ac.jp\/k\/wp-json\/wp\/v2\/comments?post=281"}],"version-history":[{"count":21,"href":"https:\/\/k.ee.kanagawa-u.ac.jp\/k\/wp-json\/wp\/v2\/pages\/281\/revisions"}],"predecessor-version":[{"id":508,"href":"https:\/\/k.ee.kanagawa-u.ac.jp\/k\/wp-json\/wp\/v2\/pages\/281\/revisions\/508"}],"wp:attachment":[{"href":"https:\/\/k.ee.kanagawa-u.ac.jp\/k\/wp-json\/wp\/v2\/media?parent=281"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}