{"id":2932,"date":"2023-04-10T15:11:41","date_gmt":"2023-04-10T19:11:41","guid":{"rendered":"https:\/\/sites.temple.edu\/livingstone\/?page_id=2932"},"modified":"2023-04-20T10:24:59","modified_gmt":"2023-04-20T14:24:59","slug":"2023-livingstone-undergraduate-research-award-in-stem","status":"publish","type":"page","link":"https:\/\/sites.temple.edu\/livingstone\/2023-livingstone-undergraduate-research-award-in-stem\/","title":{"rendered":"2023 Livingstone Undergraduate Research Award in STEM"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"2932\" class=\"elementor elementor-2932\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-295ab567 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"295ab567\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2310d842\" data-id=\"2310d842\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-705c4118 elementor-hidden-mobile elementor-widget elementor-widget-heading\" data-id=\"705c4118\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Livingstone Undergraduate Research Award in STEM<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-538e42b elementor-hidden-desktop elementor-hidden-tablet elementor-widget elementor-widget-heading\" data-id=\"538e42b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Livingstone Undergraduate Research Award in STEM<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-28f7aebb elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"28f7aebb\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3cbf4295\" data-id=\"3cbf4295\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2c64a3b8 elementor-widget elementor-widget-image\" data-id=\"2c64a3b8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"281\" height=\"15\" src=\"https:\/\/sites.temple.edu\/livingstone\/files\/2022\/02\/Teal_bar.png\" class=\"attachment-large size-large wp-image-1871\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5a817a9e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5a817a9e\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-773aa209\" data-id=\"773aa209\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-591dc6b5 elementor-widget elementor-widget-text-editor\" data-id=\"591dc6b5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span class=\"TextRun SCXW236622358 BCX0\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW236622358 BCX0\">John L. Nori<\/span><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b74d4a8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b74d4a8\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3026b4cd\" data-id=\"3026b4cd\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-52325470 elementor-widget elementor-widget-image\" data-id=\"52325470\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/sites.temple.edu\/livingstone\/files\/elementor\/thumbs\/Nori_headshot-q57ndta0phh8tpq5cb36h57p1itrc7lolr4triqywc.jpg\" title=\"Nori_headshot\" alt=\"Nori_headshot\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-175b796b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"175b796b\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5d911fd7\" data-id=\"5d911fd7\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-93bddb3 elementor-widget elementor-widget-text-editor\" data-id=\"93bddb3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span class=\"TextRun SCXW50082122 BCX0\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW50082122 BCX0\">Assessment and Verification of Machine Learning Applications for Detecting False Data Injection Attacks in Automatic Generation Control<\/span><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-57feeed5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"57feeed5\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4a6840a4\" data-id=\"4a6840a4\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-46e7d1e8 elementor-cta--skin-classic elementor-animated-content elementor-bg-transform elementor-bg-transform-zoom-in elementor-widget elementor-widget-call-to-action\" data-id=\"46e7d1e8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h2 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\t<span style=\"font-weight: 400\">View John's project online<\/span>\t\t\t\t\t<\/h2>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__description elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tin TUScholarShare, Temple University\u2019s institutional repository \t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__button-wrapper elementor-cta__content-item elementor-content-item \">\n\t\t\t\t\t<a class=\"elementor-cta__button elementor-button elementor-size-\" href=\"https:\/\/scholarshare.temple.edu\/handle\/20.500.12613\/8409\">\n\t\t\t\t\t\tClick here\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-13c4c356 elementor-section-stretched elementor-hidden-phone elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"13c4c356\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-16 elementor-top-column elementor-element elementor-element-1ddeec10\" data-id=\"1ddeec10\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-76fb59e9\" data-id=\"76fb59e9\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5b484810 elementor-widget elementor-widget-html\" data-id=\"5b484810\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<iframe src=\"https:\/\/temple.hosted.panopto.com\/Panopto\/Pages\/Embed.aspx?id=77bd16b1-dbe4-4c3e-acff-afe00125908e&amp;autoplay=false&amp;offerviewer=false&amp;showtitle=true&amp;showbrand=false&amp;captions=false&amp;interactivity=none\" height=\"405\" width=\"720\" allowfullscreen><\/iframe>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-16 elementor-top-column elementor-element elementor-element-111d4ec5\" data-id=\"111d4ec5\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-61df2c3f elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"61df2c3f\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-16 elementor-top-column elementor-element elementor-element-74a24ec4\" data-id=\"74a24ec4\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-7576772b\" data-id=\"7576772b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-554f743a elementor-hidden-desktop elementor-hidden-tablet elementor-widget elementor-widget-html\" data-id=\"554f743a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<iframe src=\"https:\/\/temple.hosted.panopto.com\/Panopto\/Pages\/Embed.aspx?id=77bd16b1-dbe4-4c3e-acff-afe00125908e&amp;autoplay=false&amp;offerviewer=false&amp;showtitle=true&amp;showbrand=false&amp;captions=false&amp;interactivity=none\" height=\"405\" width=\"720\" allowfullscreen><\/iframe>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-16 elementor-top-column elementor-element elementor-element-6696e51f\" data-id=\"6696e51f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-448e71e2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"448e71e2\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-148dd982\" data-id=\"148dd982\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7f0d09c5 elementor-widget elementor-widget-toggle\" data-id=\"7f0d09c5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"toggle.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-toggle\">\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2131\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-2131\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">About the project<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-2131\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-2131\"><p>Over the past decade, continued cyberattacks on the evolving \u201csmart\u201d grid have led to nationwide blackouts and significant infrastructural damage. This research project proposal studies the application of three machine learning techniques in mitigating false data injection attacks on grid control systems: long short-term memory, generative adversarial networks, and cluster-driven ensemble learning. This project also presents a testbed framework\u2014the SEED Internet Emulator\u2014for future comparative study of cybersecurity measures in the smart grid.\u00a0 \u00a0<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-667df27e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"667df27e\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5e80e22\" data-id=\"5e80e22\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1b0b41b8 elementor-widget elementor-widget-toggle\" data-id=\"1b0b41b8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"toggle.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-toggle\">\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-4531\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-4531\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">About John<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-4531\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-4531\"><p><b>What is your major and expected year of graduation?<\/b><\/p><p><span style=\"background-color: var(--color_content_background)\">I am an electrical engineering major expected to graduate in 2024. I am pursuing a concentration in computer engineering.\u00a0<\/span><\/p><p><b style=\"color: var( --e-global-color-text );font-family: var( --e-global-typography-text-font-family ), Sans-serif;font-size: var(--typography_size_html);background-color: var(--color_content_background)\">What inspired you to pursue your project?\u00a0<\/b><\/p><p>This past summer, I worked as a research assistant in the Computer FUSION Lab at Temple University. The research involved the development of a cybersecurity and encryption testbed for secure group communication. Working on this project spurred my interest in cybersecurity, and I wanted to continue to develop my knowledge in this area.\u00a0\u00a0<\/p><p>My technical communication class gave me the opportunity to do so. I was delighted to learn that our main project would be on a topic of our choosing. The research process began right then and there as potential topics raced through my mind. I wanted to learn about something interesting to me and relevant to my field. Additionally, I sought something important, an issue or problem that directly impacts people\u2019s lives. I browsed scientific websites and blogs, media outlets, and academic sources to gain some inspiration. As I continued researching, I found an article about a cyberattack in Ukraine that resulted in mass blackouts across the country. After some more reading, I determined that a significant portion of current research is focusing on applications of machine learning (an increasingly important topic in the world of electrical and computer engineering) to secure the \u201csmart\u201d grid and thus prevent such attacks. I decided that this topic would best allow me to improve my knowledge in two crucial engineering areas (i.e., machine learning and power distribution), and give me the opportunity to contribute toward resolving a serious global issue (i.e., cybersecurity of the power grid).\u00a0<\/p><p><b style=\"background-color: var(--color_content_background);font-size: var(--typography_size_html)\">What does winning this award mean to you? <\/b><span style=\"background-color: var(--color_content_background);font-size: var(--typography_size_html)\">\u00a0<\/span><\/p><p><span style=\"background-color: var(--color_content_background)\">It is a great honor to be selected to receive the Livingstone Award and have my project spotlighted next to so many other tremendous works. The proposal that I have produced is the culmination of about seven months of work. I am glad that my efforts have resulted in something deemed useful and informative to the scientific and research communities. However, the paper itself is not the only outcome of the research process. I will value and utilize the skills and knowledge I have gained through my research for the rest of my academic and professional careers.\u00a0<\/span><\/p><p><b style=\"color: var( --e-global-color-text );font-family: var( --e-global-typography-text-font-family ), Sans-serif;font-size: var(--typography_size_html);background-color: var(--color_content_background)\">How did the Libraries support your research?<\/b><\/p><p>My research would not have been possible without Temple Libraries. I probably spent more time browsing databases such as IEEE Xplore, Knovel, and Science Direct than writing the paper itself. Temple Libraries provided an exhaustive collection of reliable sources on just about any topic that I was interested in writing about, and these sources are presented in an organized and easy-to-access fashion. Temple librarians also assisted me in learning how to navigate these databases (e.g., using keyword searches properly), in addition to managing my citations using Mendeley.\u00a0<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-294f801b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"294f801b\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4778f815\" data-id=\"4778f815\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-48890cc8 elementor-widget elementor-widget-toggle\" data-id=\"48890cc8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"toggle.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-toggle\">\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1211\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-1211\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">From John's faculty advisor<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-1211\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-1211\"><p><span style=\"background-color: var(--color_content_background)\">John confronted a worldwide problem: computer security. Over many drafts, he explored the literature deeply and found a gap in current research: the need to develop a new way to spot a certain type of cyberattack targeting, in particular, smart electrical grids. Contributing new ideas to a vast field like this requires understanding not just technology but also how it is used in the world. John\u2019s article takes readers from a cyberattack targeting Ukraine, demonstrating the need for his proposed solution, to a technical analysis of potential future research, connecting his work to the wider scholarly conversation.<\/span><\/p>\n<p><b style=\"color: var( --e-global-color-text );font-family: var( --e-global-typography-text-font-family ), Sans-serif;font-size: var(--typography_size_html);background-color: var(--color_content_background)\">\u2014<\/b><span style=\"color: var( --e-global-color-text );font-family: var( --e-global-typography-text-font-family ), Sans-serif;font-weight: var( --e-global-typography-text-font-weight );font-size: var(--typography_size_html);background-color: var(--color_content_background)\"><b>Geoff Keston<\/b>,&nbsp;<\/span><span style=\"background-color: var(--color_content_background);font-weight: var( --e-global-typography-text-font-weight );font-size: var(--typography_size_html);font-family: var( --e-global-typography-text-font-family ), Sans-serif;color: var( --e-global-color-text )\">Adjunct Associate Professor, College of Engineering<\/span><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1190fb40 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1190fb40\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-623a3d32\" data-id=\"623a3d32\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-579b8ee4 elementor-alert-info elementor-widget elementor-widget-alert\" data-id=\"579b8ee4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"alert.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-alert\" role=\"alert\">\n\n\t\t\t\t\t\t<span class=\"elementor-alert-title\">About the Award in STEM<\/span>\n\t\t\t\n\t\t\t\t\t\t<span class=\"elementor-alert-description\"><br>This category covers research methods used in the fields of science, technology, engineering, and mathematics. For the sciences, submissions will include a review of the relevant literature and a description of experimental results obtained through the scientific method. Technology and engineering submissions may take the form of a technical report or design document. <br><br>\nThis award is generously sponsored by John H. Livingstone, SBM \u201949.\n\n <br><p><br><\/p><\/span>\n\t\t\t\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<div class=\"entry-summary\">\nLivingstone Undergraduate Research Award in STEM Livingstone Undergraduate Research Award in STEM John L. Nori Assessment and Verification of Machine Learning Applications for Detecting False Data Injection Attacks in Automatic Generation Control View John&#8217;s project online in TUScholarShare, Temple University\u2019s&hellip;\n<\/div>\n<div class=\"link-more\"><a href=\"https:\/\/sites.temple.edu\/livingstone\/2023-livingstone-undergraduate-research-award-in-stem\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &ldquo;2023 Livingstone Undergraduate Research Award in STEM&rdquo;<\/span>&hellip;<\/a><\/div>\n","protected":false},"author":3146,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"templates\/no-intro.php","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"class_list":["post-2932","page","type-page","status-publish","hentry","entry"],"_links":{"self":[{"href":"https:\/\/sites.temple.edu\/livingstone\/wp-json\/wp\/v2\/pages\/2932","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sites.temple.edu\/livingstone\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sites.temple.edu\/livingstone\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sites.temple.edu\/livingstone\/wp-json\/wp\/v2\/users\/3146"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.temple.edu\/livingstone\/wp-json\/wp\/v2\/comments?post=2932"}],"version-history":[{"count":14,"href":"https:\/\/sites.temple.edu\/livingstone\/wp-json\/wp\/v2\/pages\/2932\/revisions"}],"predecessor-version":[{"id":3142,"href":"https:\/\/sites.temple.edu\/livingstone\/wp-json\/wp\/v2\/pages\/2932\/revisions\/3142"}],"wp:attachment":[{"href":"https:\/\/sites.temple.edu\/livingstone\/wp-json\/wp\/v2\/media?parent=2932"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}