{"id":1211,"date":"2023-06-20T13:33:34","date_gmt":"2023-06-20T13:33:34","guid":{"rendered":"https:\/\/dataninja.nrw\/?page_id=1211"},"modified":"2023-06-20T14:48:12","modified_gmt":"2023-06-20T14:48:12","slug":"05-fotini-deligiannaki-an-investigation-of-the-vulnerabilities-and-effects-of-prompt-tuning-to-pre-trained-language-models","status":"publish","type":"page","link":"https:\/\/dataninja.nrw\/?page_id=1211","title":{"rendered":"05 &#8211; Fotini Deligiannaki &#8211; An Investigation of the Vulnerabilities and Effects of Prompt-Tuning to Pre-Trained Language Models"},"content":{"rendered":"\n<h1 class=\"wp-block-heading\">An Investigation of the Vulnerabilities and Effects of Prompt-Tuning to Pre-Trained Language Models<\/h1>\n\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-layout-1 wp-block-group-is-layout-flex\">\n<p><strong>Fotini Deligiannaki<sup>1<\/sup> &amp; Arne Peter Raulf<sup>1<\/sup><\/strong><br><sup>1<\/sup> Institute for AI Safety and Security, German Aerospace Center, Germany<br><br>Abstract Submitted: 13.04.2023<br>Accepted: 21.04.2023<br>Presented at the DataNinja Spring School 2023 Poster Session: 09.05.2023<br>Published online: 20.06.2023<br><br>Licence: Copyright (c) 2023 The Authors<br><img loading=\"lazy\" decoding=\"async\" width=\"403\" height=\"141\" class=\"wp-image-1132\" style=\"width: 100px;\" src=\"https:\/\/dataninja.nrw\/wp-content\/uploads\/2023\/06\/cc_by_licence.png\" alt=\"\" srcset=\"https:\/\/dataninja.nrw\/wp-content\/uploads\/2023\/06\/cc_by_licence.png 403w, https:\/\/dataninja.nrw\/wp-content\/uploads\/2023\/06\/cc_by_licence-300x105.png 300w\" sizes=\"(max-width: 403px) 100vw, 403px\" \/><br>This work is licensed under a&nbsp;<a href=\"https:\/\/creativecommons.org\/licenses\/by\/4.0\/\">Creative Commons Attribution 4.0 International License<\/a>.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/dataninja.nrw\/wp-content\/uploads\/2023\/06\/KAI-Award-867x1024.png\" alt=\"\" class=\"wp-image-1156\" width=\"125\" height=\"147\" srcset=\"https:\/\/dataninja.nrw\/wp-content\/uploads\/2023\/06\/KAI-Award-867x1024.png 867w, https:\/\/dataninja.nrw\/wp-content\/uploads\/2023\/06\/KAI-Award-254x300.png 254w, https:\/\/dataninja.nrw\/wp-content\/uploads\/2023\/06\/KAI-Award-768x907.png 768w, https:\/\/dataninja.nrw\/wp-content\/uploads\/2023\/06\/KAI-Award.png 1187w\" sizes=\"(max-width: 125px) 100vw, 125px\" \/><\/figure>\n<\/div>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Extended Abstract<\/h2>\n\n\n\n<div data-wp-interactive=\"\" class=\"wp-block-file\"><object data-wp-bind--hidden=\"!selectors.core.file.hasPdfPreview\" hidden class=\"wp-block-file__embed\" data=\"https:\/\/dataninja.nrw\/wp-content\/uploads\/2023\/06\/FotiniDeligiannaki_2023_springschool_dataninja_abstract.pdf\" type=\"application\/pdf\" style=\"width:100%;height:600px\" aria-label=\"Embed of FotiniDeligiannaki_2023_springschool_dataninja_abstract.\"><\/object><a id=\"wp-block-file--media-0be4a634-a575-4b66-8ed4-4c953c1d7eab\" href=\"https:\/\/dataninja.nrw\/wp-content\/uploads\/2023\/06\/FotiniDeligiannaki_2023_springschool_dataninja_abstract.pdf\">FotiniDeligiannaki_2023_springschool_dataninja_abstract<\/a><a href=\"https:\/\/dataninja.nrw\/wp-content\/uploads\/2023\/06\/FotiniDeligiannaki_2023_springschool_dataninja_abstract.pdf\" class=\"wp-block-file__button wp-element-button\" download aria-describedby=\"wp-block-file--media-0be4a634-a575-4b66-8ed4-4c953c1d7eab\">Download Extended Abstract<\/a><\/div>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Poster<\/h2>\n\n\n\n<div data-wp-interactive=\"\" class=\"wp-block-file\"><object data-wp-bind--hidden=\"!selectors.core.file.hasPdfPreview\" hidden class=\"wp-block-file__embed\" data=\"https:\/\/dataninja.nrw\/wp-content\/uploads\/2023\/06\/FotiniDeligiannaki_2023_springschool_dataninja_poster.pdf\" type=\"application\/pdf\" style=\"width:100%;height:600px\" aria-label=\"Embed of FotiniDeligiannaki_2023_springschool_dataninja_poster.\"><\/object><a id=\"wp-block-file--media-6fe9372c-001b-482c-a08b-dc5c31e4ab79\" href=\"https:\/\/dataninja.nrw\/wp-content\/uploads\/2023\/06\/FotiniDeligiannaki_2023_springschool_dataninja_poster.pdf\">FotiniDeligiannaki_2023_springschool_dataninja_poster<\/a><a href=\"https:\/\/dataninja.nrw\/wp-content\/uploads\/2023\/06\/FotiniDeligiannaki_2023_springschool_dataninja_poster.pdf\" class=\"wp-block-file__button wp-element-button\" download aria-describedby=\"wp-block-file--media-6fe9372c-001b-482c-a08b-dc5c31e4ab79\">Download Poster File<\/a><\/div>\n\n\n\n<style>\n#page-site-header > .overlay, .page-header {\n    display: none;\n}\n<\/style>\n","protected":false},"excerpt":{"rendered":"<p>An Investigation of the Vulnerabilities and Effects of Prompt-Tuning to Pre-Trained Language Models Fotini Deligiannaki1 &amp; Arne Peter Raulf11 Institute 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