{"id":592,"date":"2025-05-18T23:01:22","date_gmt":"2025-05-18T14:01:22","guid":{"rendered":"https:\/\/icon.kw.ac.kr\/?p=592"},"modified":"2025-05-18T23:01:22","modified_gmt":"2025-05-18T14:01:22","slug":"05-13-%ec%84%b8%eb%af%b8%eb%82%98-2","status":"publish","type":"post","link":"https:\/\/icon.kw.ac.kr\/?p=592","title":{"rendered":"05\/13 \uc138\ubbf8\ub098"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"438\" src=\"https:\/\/icon.kw.ac.kr\/wp-content\/uploads\/2025\/05\/image-1024x438.png\" alt=\"\" class=\"wp-image-593\" srcset=\"https:\/\/icon.kw.ac.kr\/wp-content\/uploads\/2025\/05\/image-1024x438.png 1024w, https:\/\/icon.kw.ac.kr\/wp-content\/uploads\/2025\/05\/image-300x128.png 300w, https:\/\/icon.kw.ac.kr\/wp-content\/uploads\/2025\/05\/image-768x329.png 768w, https:\/\/icon.kw.ac.kr\/wp-content\/uploads\/2025\/05\/image-1536x657.png 1536w, https:\/\/icon.kw.ac.kr\/wp-content\/uploads\/2025\/05\/image.png 1668w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p style=\"font-size:15px\">\uc800\ubc88 \ud654\uc694\uc77c\uc5d0\ub294 \uc774\ud604\uc885 \uc5f0\uad6c\uc6d0\uc774 SNN\uc758 attack robustness\ub97c \uac15\ud654\uc2dc\ud0a4\uae30 \uc704\ud55c \ubc29\ubc95\uc744 \uc81c\uc548\ud558\ub294 \ub17c\ubb38\uc744 \uc18c\uac1c\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774 \ub17c\ubb38\uc5d0\uc11c \uc18c\uac1c\ud558\ub294 robust stable SNN\uc740 \uc694\uc998 \ub9ce\uc774 \uc0ac\uc6a9\ub418\uace0 \uc788\ub294 \uc801\ub300\uc801 \uc2e0\uacbd\ub9dd \uacf5\uaca9 \uae30\ubc95\uc778 FGSM, PGD \ub4f1\uc5d0 SNN\uc774 \ucde8\uc57d\ud558\ub2e4\ub294 \uc810\uc744 \ubb38\uc81c\uc810\uc73c\ub85c \uc9c0\uc801\ud558\uba70 \uc774\ub97c \uac04\ub2e8\ud558\uac8c \ud574\uacb0\ud558\uae30 \uc704\ud55c \uc0c8\ub85c\uc6b4 loss function\uc744 \uc81c\uc2dc\ud569\ub2c8\ub2e4. \uc774 \ub17c\ubb38\uc5d0\uc11c \uc81c\uc2dc\ud558\ub294 loss function\uc740  Membrane Potential Perturbation Distribution (MPPD)\ub97c \uc774\uc6a9\ud558\uace0 \uc788\uc73c\uba70 \uc774 metric\uc740 adversarial attack\uc5d0 \uc758\ud574 \ubc1c\uc0dd\ud558\ub294 \ub274\ub7f0\uc758 \ub9c9\uc804\uc704 \uc694\ub3d9\uc744 \ucd5c\ub300\ud55c \uc798 \uac10\uc9c0\ud558\uc5ec \ud559\uc2b5 \uacfc\uc815\uc5d0 \ubc18\uc601\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uc218\uce58\uc785\ub2c8\ub2e4. \uc774\ub97c \uc774\uc6a9\ud574 \uc800\uc790\ub4e4\uc740 \uc5ec\ub7ec \uc2e0\uacbd\ub9dd\uc5d0\uc11c \uc790\uc2e0\ub4e4\uc758 \ubc29\ubc95\uc744 \uc801\uc6a9\ud55c SNN \ubaa8\ub378\ub4e4\uc774 \ub2e4\ub978 SOTA\ub4e4\uc5d0 \ube44\ud574 \ub354 \uc801\ub300\uc801 \uacf5\uaca9\ub4e4\uc5d0 \ub300\ud574 \uac15\uac74\ud568\uc744 \uc2e4\ud5d8\uc744 \ud1b5\ud574 \ubcf4\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uc800\ubc88 \ud654\uc694\uc77c\uc5d0\ub294 \uc774\ud604\uc885 \uc5f0\uad6c\uc6d0\uc774 SNN\uc758 attack robustness\ub97c \uac15\ud654\uc2dc\ud0a4\uae30 \uc704\ud55c \ubc29\ubc95\uc744 \uc81c\uc548\ud558\ub294 \ub17c\ubb38\uc744 \uc18c\uac1c\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774 \ub17c\ubb38\uc5d0\uc11c \uc18c\uac1c\ud558\ub294 robust stable SNN\uc740 \uc694\uc998 \ub9ce\uc774 \uc0ac\uc6a9\ub418\uace0 \uc788\ub294 \uc801\ub300\uc801 \uc2e0\uacbd\ub9dd \uacf5\uaca9 \uae30\ubc95\uc778 FGSM, PGD \ub4f1\uc5d0 &#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[],"class_list":["post-592","post","type-post","status-publish","format-standard","hentry","category-seminar"],"_links":{"self":[{"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=\/wp\/v2\/posts\/592","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=592"}],"version-history":[{"count":1,"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=\/wp\/v2\/posts\/592\/revisions"}],"predecessor-version":[{"id":594,"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=\/wp\/v2\/posts\/592\/revisions\/594"}],"wp:attachment":[{"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=592"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=592"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=592"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}