{"id":138,"date":"2025-05-31T16:24:14","date_gmt":"2025-05-31T16:24:14","guid":{"rendered":"https:\/\/sites.wp.odu.edu\/cyberimpact1\/?page_id=138"},"modified":"2025-06-12T18:28:47","modified_gmt":"2025-06-12T18:28:47","slug":"cyse-368","status":"publish","type":"page","link":"https:\/\/sites.wp.odu.edu\/huongq\/cyse-368\/","title":{"rendered":"National Science Foundation"},"content":{"rendered":"<h1 style=\"text-align: center\">Machine learning internship<img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-315\" src=\"http:\/\/sites.wp.odu.edu\/huongq\/wp-content\/uploads\/sites\/39139\/2025\/06\/NSF_logo.svg-300x300.png\" alt=\"\" width=\"52\" height=\"52\" srcset=\"https:\/\/sites.wp.odu.edu\/huongq\/wp-content\/uploads\/sites\/39139\/2025\/06\/NSF_logo.svg-300x300.png 300w, https:\/\/sites.wp.odu.edu\/huongq\/wp-content\/uploads\/sites\/39139\/2025\/06\/NSF_logo.svg-1021x1024.png 1021w, https:\/\/sites.wp.odu.edu\/huongq\/wp-content\/uploads\/sites\/39139\/2025\/06\/NSF_logo.svg-150x150.png 150w, https:\/\/sites.wp.odu.edu\/huongq\/wp-content\/uploads\/sites\/39139\/2025\/06\/NSF_logo.svg-768x771.png 768w, https:\/\/sites.wp.odu.edu\/huongq\/wp-content\/uploads\/sites\/39139\/2025\/06\/NSF_logo.svg-299x300.png 299w, https:\/\/sites.wp.odu.edu\/huongq\/wp-content\/uploads\/sites\/39139\/2025\/06\/NSF_logo.svg.png 1200w\" sizes=\"(max-width: 52px) 100vw, 52px\" \/><\/h1>\n<p>I had the privilege of participating in the undergraduate research experience, where I learned how to train a machine learning model. During this program, I gained insights into the mechanisms of training AI systems, particularly through hands-on experiments with convolutional neural networks, image classifiers, and adversarial patches. I tackled challenging tasks that involved training models for image classification and deception using diverse datasets, fine-tuning loss functions, and leveraging the computational power of the NVIDIA Jetson Nano. A highlight of my work was the development of a robust shaped patch, able to effectively fool the YOLOv2 model!<\/p>\n<div>\n<p>\u00a0<\/p>\n<\/div>\n\n<a href=\"https:\/\/sites.wp.odu.edu\/huongq\/wp-content\/uploads\/sites\/39139\/2025\/06\/31-Shaped-Adversarial-Patches.pdf\" class=\"pdfemb-viewer\" style=\"\" data-width=\"max\" data-height=\"max\"  data-toolbar=\"bottom\" data-toolbar-fixed=\"off\">31-Shaped-Adversarial-Patches<br\/><\/a>\n<p class=\"wp-block-pdfemb-pdf-embedder-viewer\"><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"416\" height=\"416\" src=\"https:\/\/sites.wp.odu.edu\/huongq\/wp-content\/uploads\/sites\/39139\/2025\/06\/adv_patch.jpg\" alt=\"\" class=\"wp-image-321\" srcset=\"https:\/\/sites.wp.odu.edu\/huongq\/wp-content\/uploads\/sites\/39139\/2025\/06\/adv_patch.jpg 416w, https:\/\/sites.wp.odu.edu\/huongq\/wp-content\/uploads\/sites\/39139\/2025\/06\/adv_patch-300x300.jpg 300w, https:\/\/sites.wp.odu.edu\/huongq\/wp-content\/uploads\/sites\/39139\/2025\/06\/adv_patch-150x150.jpg 150w\" sizes=\"(max-width: 416px) 100vw, 416px\" \/><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Machine learning internship I had the privilege of participating in the undergraduate research experience, where I learned how to train a machine learning model. During this program, I gained insights into the mechanisms of training AI systems, particularly through hands-on experiments with convolutional neural networks, image classifiers, and adversarial patches. I tackled challenging tasks that&#8230; <\/p>\n<div class=\"link-more\"><a href=\"https:\/\/sites.wp.odu.edu\/huongq\/cyse-368\/\">Read More<\/a><\/div>\n","protected":false},"author":30961,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"_links":{"self":[{"href":"https:\/\/sites.wp.odu.edu\/huongq\/wp-json\/wp\/v2\/pages\/138"}],"collection":[{"href":"https:\/\/sites.wp.odu.edu\/huongq\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sites.wp.odu.edu\/huongq\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sites.wp.odu.edu\/huongq\/wp-json\/wp\/v2\/users\/30961"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.wp.odu.edu\/huongq\/wp-json\/wp\/v2\/comments?post=138"}],"version-history":[{"count":5,"href":"https:\/\/sites.wp.odu.edu\/huongq\/wp-json\/wp\/v2\/pages\/138\/revisions"}],"predecessor-version":[{"id":322,"href":"https:\/\/sites.wp.odu.edu\/huongq\/wp-json\/wp\/v2\/pages\/138\/revisions\/322"}],"wp:attachment":[{"href":"https:\/\/sites.wp.odu.edu\/huongq\/wp-json\/wp\/v2\/media?parent=138"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}