{"id":33,"date":"2022-09-19T12:12:05","date_gmt":"2022-09-19T16:12:05","guid":{"rendered":"https:\/\/carleton.ca\/ngn\/?page_id=33"},"modified":"2026-07-14T15:02:26","modified_gmt":"2026-07-14T19:02:26","slug":"projects","status":"publish","type":"page","link":"https:\/\/carleton.ca\/ngn\/projects\/","title":{"rendered":"Projects"},"content":{"rendered":"\n<section class=\"w-screen px-6 cu-section cu-section--white ml-offset-center md:px-8 lg:px-14\">\n    <div class=\"space-y-6 cu-max-w-child-5xl  md:space-y-10 cu-prose-first-last\">\n\n            <div class=\"cu-textmedia flex flex-col lg:flex-row mx-auto gap-6 md:gap-10 my-6 md:my-12 first:mt-0 max-w-5xl\">\n        <div class=\"justify-start cu-textmedia-content cu-prose-first-last\" style=\"flex: 0 0 100%;\">\n            <header class=\"font-light prose-xl cu-pageheader md:prose-2xl cu-component-updated cu-prose-first-last\">\n                                    <h1 class=\"cu-prose-first-last font-semibold !mt-2 mb-4 md:mb-6 relative after:absolute after:h-px after:bottom-0 after:bg-cu-red after:left-px text-3xl md:text-4xl lg:text-5xl lg:leading-[3.5rem] pb-5 after:w-10 text-cu-black-700 not-prose\">\n                        Projects\n                    <\/h1>\n                \n                                \n                            <\/header>\n\n                    <\/div>\n\n            <\/div>\n\n    <\/div>\n<\/section>\n\n\n\n    \n\n\n                                                                                                                                                                                                                                                                                                                                                                                    \n\n\n\n<section class=\"w-screen px-6 cu-section cu-section--white cu-section--cards ml-offset-center md:px-8 lg:px-14\" data-attributes=\"&#x7B;&quot;numberOfPosts&quot;&#x3A;12,&quot;showImages&quot;&#x3A;false,&quot;moreButton&quot;&#x3A;&quot;loadmore&quot;,&quot;blockType&quot;&#x3A;&quot;cards&quot;,&quot;contentType&quot;&#x3A;&quot;post&quot;,&quot;currentPage&quot;&#x3A;1,&quot;blockBackground&quot;&#x3A;&quot;white&quot;,&quot;numberOfColumns&quot;&#x3A;3,&quot;showDates&quot;&#x3A;true,&quot;showTimeToRead&quot;&#x3A;true,&quot;showExcerpts&quot;&#x3A;true,&quot;showFilter&quot;&#x3A;false,&quot;taxName&quot;&#x3A;&quot;category&quot;,&quot;categories&quot;&#x3A;&quot;23&quot;,&quot;tags&quot;&#x3A;&quot;&quot;&#x7D;\" data-page=\"2\">\n    <div class=\"space-y-6 cu-max-w-child-5xl  md:space-y-10 cu-prose-first-last\">\n\n                \n                \n        <div class=\"cu-loading hidden text-center mx-auto h-6 w-6 animate-spin rounded-full border-4 border-solid border-current border-r-transparent align-[-0.125em] motion-reduce:animate-[spin_1.5s_linear_infinite]\" role=\"status\">\n    <span class=\"!absolute !-m-px !h-px !w-px !overflow-hidden !whitespace-nowrap !border-0 !p-0 ![clip:rect(0,0,0,0)]\">\n        Loading&#8230;\n    <\/span>\n<\/div>\n\n                                        \n        <p class=\"cu-no-posts hidden\">\n            No\n            category\n\n            posts are available.\n        <\/p>\n\n                <div class=\"cu-column cu-component not-contained mx-auto grid max-w-5xl md:grid-cols-3 gap-6 md:gap-10\">\n                        \n                    \n\n<div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n    <a href=\"https:\/\/carleton.ca\/ngn\/2025\/llm-stride\/\">\n\n        \n        \n            <header class=\"flex flex-col gap-3  px-6 first:mt-6\">\n                \n        \n    \n    <h2 class=\"line-clamp-3 text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n                    LLMs\u2019 Suitability for Network Security: A Case Study of STRIDE Threat Modeling\n            <\/h2>\n\n            <\/header>\n\n\n                    <div class=\"flex flex-col px-6 dark:text-white font-normal\">\n                <p class=\"text-base text-cu-black-700 dark:text-white \">\n                    Project Description Artificial Intelligence (AI) is expected to be an integral part of next-generation AI-native 6G networks. With the prevalence of AI, researchers have identified\n                                            &#8230;\n                                    <\/p>\n            <\/div>\n        \n    <\/a>\n<\/div>\n\n            \n                    \n\n<div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n    <a href=\"https:\/\/carleton.ca\/ngn\/2024\/analysis-of-adversarial-attacks-in-network-security\/\">\n\n        \n        \n            <header class=\"flex flex-col gap-3  px-6 first:mt-6\">\n                \n        \n    \n    <h2 class=\"line-clamp-3 text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n                    Analysis of Adversarial Attacks in Network Security\n            <\/h2>\n\n            <\/header>\n\n\n                    <div class=\"flex flex-col px-6 dark:text-white font-normal\">\n                <p class=\"text-base text-cu-black-700 dark:text-white \">\n                    This project enables us to demonstrate the effects of adversarial samples on deep learning-based intrusion detection systems within the context of IoT networks. Our experimental\n                                            &#8230;\n                                    <\/p>\n            <\/div>\n        \n    <\/a>\n<\/div>\n\n            \n                    \n\n<div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n    <a href=\"https:\/\/carleton.ca\/ngn\/2024\/machine-learning-projects\/\">\n\n        \n        \n            <header class=\"flex flex-col gap-3  px-6 first:mt-6\">\n                \n        \n    \n    <h2 class=\"line-clamp-3 text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n                    Using Machine Learning in Security and Privacy\n            <\/h2>\n\n            <\/header>\n\n\n                    <div class=\"flex flex-col px-6 dark:text-white font-normal\">\n                <p class=\"text-base text-cu-black-700 dark:text-white \">\n                    Our group studies Machine Learning (ML) in network security (as shown in the figure below) and the security of machine learning. Below are some of\n                                            &#8230;\n                                    <\/p>\n            <\/div>\n        \n    <\/a>\n<\/div>\n\n            \n                    \n\n<div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n    <a href=\"https:\/\/carleton.ca\/ngn\/2024\/cybersecurity-challenge-analysis-of-work-from-anywhere-wfa-and-recommendations-guided-by-a-user-study\/\">\n\n        \n        \n            <header class=\"flex flex-col gap-3  px-6 first:mt-6\">\n                \n        \n    \n    <h2 class=\"line-clamp-3 text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n                    Cybersecurity Challenge Analysis of Work-from-Anywhere (WFA) and Recommendations guided by a User Study\n            <\/h2>\n\n            <\/header>\n\n\n                    <div class=\"flex flex-col px-6 dark:text-white font-normal\">\n                <p class=\"text-base text-cu-black-700 dark:text-white \">\n                    Many organizations were forced to quickly transition to the work-from-anywhere (WFA) model to continue their operations and remain in business despite the restrictions imposed during\n                                            &#8230;\n                                    <\/p>\n            <\/div>\n        \n    <\/a>\n<\/div>\n\n            \n                    \n\n<div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n    <a href=\"https:\/\/carleton.ca\/ngn\/2024\/routing-protocol-for-low-power-and-lossy-networks-rpl-_-projects\/\">\n\n        \n        \n            <header class=\"flex flex-col gap-3  px-6 first:mt-6\">\n                \n        \n    \n    <h2 class=\"line-clamp-3 text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n                    Routing Protocol for Low Power and Lossy Networks (RPL) \u2013 Projects\n            <\/h2>\n\n            <\/header>\n\n\n                    <div class=\"flex flex-col px-6 dark:text-white font-normal\">\n                <p class=\"text-base text-cu-black-700 dark:text-white \">\n                    Securing RPL Using Network Coding: The Chained Secure Mode (CSM) Considered the preferred routing protocol for many Internet of Things (IoT) networks, the routing protocol\n                                            &#8230;\n                                    <\/p>\n            <\/div>\n        \n    <\/a>\n<\/div>\n\n            \n                    \n\n<div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n    <a href=\"https:\/\/carleton.ca\/ngn\/2024\/investigating-quics-suitability-for-the-internet-of-things\/\">\n\n        \n        \n            <header class=\"flex flex-col gap-3  px-6 first:mt-6\">\n                \n        \n    \n    <h2 class=\"line-clamp-3 text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n                    Investigating QUIC\u2019s Suitability for the Internet of Things\n            <\/h2>\n\n            <\/header>\n\n\n                    <div class=\"flex flex-col px-6 dark:text-white font-normal\">\n                <p class=\"text-base text-cu-black-700 dark:text-white \">\n                    Investigating QUIC&#8217;s Suitability for the Internet of Things QUIC is a connection-oriented, stateful, and flow-controlled transport protocol. Instead of identifying connections with IP addresses and\n                                            &#8230;\n                                    <\/p>\n            <\/div>\n        \n    <\/a>\n<\/div>\n\n            \n                    \n\n<div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n    <a href=\"https:\/\/carleton.ca\/ngn\/2024\/privacy-engineering-in-smart-home-sh-systems-a-comprehensive-privacy-threat-analysis-and-risk-management-approach\/\">\n\n        \n        \n            <header class=\"flex flex-col gap-3  px-6 first:mt-6\">\n                \n        \n    \n    <h2 class=\"line-clamp-3 text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n                    Privacy in IoT Systems\n            <\/h2>\n\n            <\/header>\n\n\n                    <div class=\"flex flex-col px-6 dark:text-white font-normal\">\n                <p class=\"text-base text-cu-black-700 dark:text-white \">\n                    Privacy Engineering in Smart Home (SH) Systems: A Comprehensive Privacy Threat Analysis and Risk Management Approach Addressing privacy concerns in Smart Home (SH) systems is\n                                            &#8230;\n                                    <\/p>\n            <\/div>\n        \n    <\/a>\n<\/div>\n\n            \n                    \n\n<div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n    <a href=\"https:\/\/carleton.ca\/ngn\/2024\/securing-5g-using-slice-isolation\/\">\n\n        \n        \n            <header class=\"flex flex-col gap-3  px-6 first:mt-6\">\n                \n        \n    \n    <h2 class=\"line-clamp-3 text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n                    Securing 5G Using Slice Isolation\n            <\/h2>\n\n            <\/header>\n\n\n                    <div class=\"flex flex-col px-6 dark:text-white font-normal\">\n                <p class=\"text-base text-cu-black-700 dark:text-white \">\n                    We study the security of 5G mobile networks and securing 5G using slice isolation. Following are our recent projects on 5G security:&nbsp; Security Analysis of\n                                            &#8230;\n                                    <\/p>\n            <\/div>\n        \n    <\/a>\n<\/div>\n\n            \n                    \n\n<div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n    <a href=\"https:\/\/carleton.ca\/ngn\/2021\/secure-5g-core-network-slicing-in-support-of-iot-application\/\">\n\n        \n        \n            <header class=\"flex flex-col gap-3  px-6 first:mt-6\">\n                \n        \n    \n    <h2 class=\"line-clamp-3 text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n                    Secure 5G Core Network Slicing in Support of IoT Application\n            <\/h2>\n\n            <\/header>\n\n\n                    <div class=\"flex flex-col px-6 dark:text-white font-normal\">\n                <p class=\"text-base text-cu-black-700 dark:text-white \">\n                    The key motivation for this work is that future smart services (e.g. IoT applications) will have competing and perhaps conflicting networking performance requirements. These services\n                                            &#8230;\n                                    <\/p>\n            <\/div>\n        \n    <\/a>\n<\/div>\n\n            \n                    \n\n<div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n    <a href=\"https:\/\/carleton.ca\/ngn\/2021\/resource-augmentation-in-mobile-cloud-computing\/\">\n\n        \n        \n            <header class=\"flex flex-col gap-3  px-6 first:mt-6\">\n                \n        \n    \n    <h2 class=\"line-clamp-3 text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n                    Resource augmentation in Mobile Cloud Computing\n            <\/h2>\n\n            <\/header>\n\n\n                    <div class=\"flex flex-col px-6 dark:text-white font-normal\">\n                <p class=\"text-base text-cu-black-700 dark:text-white \">\n                    In this research, we address resourced-constrained mobile devices\u2019 ability to get computing support from external sources. This could enhance the performance of their applications and\n                                            &#8230;\n                                    <\/p>\n            <\/div>\n        \n    <\/a>\n<\/div>\n\n            \n                    \n\n<div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n    <a href=\"https:\/\/carleton.ca\/ngn\/2021\/location-verification-on-the-internet\/\">\n\n        \n        \n            <header class=\"flex flex-col gap-3  px-6 first:mt-6\">\n                \n        \n    \n    <h2 class=\"line-clamp-3 text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n                    Location Verification on the Internet\n            <\/h2>\n\n            <\/header>\n\n\n                    <div class=\"flex flex-col px-6 dark:text-white font-normal\">\n                <p class=\"text-base text-cu-black-700 dark:text-white \">\n                    This research aims at verifying location claims of Internet clients. A wide spectrum of location-sensitive Internet applications could benefit from verifying location assertions. To that\n                                            &#8230;\n                                    <\/p>\n            <\/div>\n        \n    <\/a>\n<\/div>\n\n            \n                    \n\n<div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n    <a href=\"https:\/\/carleton.ca\/ngn\/2021\/adaptive-sdn-controllers\/\">\n\n        \n        \n            <header class=\"flex flex-col gap-3  px-6 first:mt-6\">\n                \n        \n    \n    <h2 class=\"line-clamp-3 text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n                    Adaptive SDN Controllers\n            <\/h2>\n\n            <\/header>\n\n\n                    <div class=\"flex flex-col px-6 dark:text-white font-normal\">\n                <p class=\"text-base text-cu-black-700 dark:text-white \">\n                    In this project, we introduce the use of adaptive controllers into software-defined networking (SDN), and propose the use of adaptive consistency models in the context\n                                            &#8230;\n                                    <\/p>\n            <\/div>\n        \n    <\/a>\n<\/div>\n\n                    \n        <\/div>\n        \n                                            <button aria-label=\"Load More\" class=\"loadMore cu-button not-prose cu-button--dark-grey cu-button--center cu-button--hide\" type=\"button\">\n    <div class=\"block load-more-button\">\n        Load More\n    <\/div>\n    <div class=\"hidden no-more-posts\">\n        No more to load\n    <\/div>\n    <div class=\"items-center justify-center hidden load-more-spinner cu-pageloader\">\n    <div class=\"inline-block h-6 w-6 animate-spin rounded-full border-4 border-solid border-current border-r-transparent align-[-0.125em] motion-reduce:animate-[spin_1.5s_linear_infinite]\" role=\"status\">\n        <span class=\"!absolute !-m-px !h-px !w-px !overflow-hidden !whitespace-nowrap !border-0 !p-0 ![clip:rect(0,0,0,0)]\">\n            Loading&#8230;\n        <\/span>\n    <\/div>\n<\/div>\n<\/button>\n                    \n    <\/div>\n<\/section>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_cu_dining_location_slug":"","footnotes":"","_links_to":"","_links_to_target":""},"cu_page_type":[],"class_list":["post-33","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/carleton.ca\/ngn\/wp-json\/wp\/v2\/pages\/33","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/carleton.ca\/ngn\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/carleton.ca\/ngn\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/carleton.ca\/ngn\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/carleton.ca\/ngn\/wp-json\/wp\/v2\/comments?post=33"}],"version-history":[{"count":4,"href":"https:\/\/carleton.ca\/ngn\/wp-json\/wp\/v2\/pages\/33\/revisions"}],"predecessor-version":[{"id":1166,"href":"https:\/\/carleton.ca\/ngn\/wp-json\/wp\/v2\/pages\/33\/revisions\/1166"}],"wp:attachment":[{"href":"https:\/\/carleton.ca\/ngn\/wp-json\/wp\/v2\/media?parent=33"}],"wp:term":[{"taxonomy":"cu_page_type","embeddable":true,"href":"https:\/\/carleton.ca\/ngn\/wp-json\/wp\/v2\/cu_page_type?post=33"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}