{"id":22068,"date":"2026-06-16T06:55:42","date_gmt":"2026-06-16T06:55:42","guid":{"rendered":"https:\/\/drfayaz.com\/?page_id=22068"},"modified":"2026-06-16T07:27:00","modified_gmt":"2026-06-16T07:27:00","slug":"conference-papers","status":"publish","type":"page","link":"https:\/\/drfayaz.com\/index.php\/conference-papers\/","title":{"rendered":"CONFERENCE PAPERS"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"22068\" class=\"elementor elementor-22068\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8142aae e-con-full e-flex e-con e-parent\" data-id=\"8142aae\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3f3d7ac elementor-widget elementor-widget-rs-number-grid\" data-id=\"3f3d7ac\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"rs-number-grid.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\r\n\t\t<div class=\"rs-addon-number number\">\r\n\t\t    <div class=\"number-part\">\t    \t\t       \r\n\t\t\t    <div class=\"number-text\">\r\n\t\t\t    \t\t\t\t    \t\t<div class=\"number-area\">\r\n\t\t\t\t    \t\t<span class=\"number-prefix\">\r\n\t\t\t\t    \t\t\t01\t\t\t\t    \t\t<\/span>\r\n\t\t\t    \t\t<\/div>\r\n\t\t    \t\t\r\n\t\t\t    \t\t\t\t\t    \t<div class=\"number-title\">\r\n\t\t\t\t    \t\t\t\t\t\t    \t\t\t<h3 class=\"title\"> M. Fayaz, A. Ullah, S. Abbas, P. Khan, MN. Khan and RT. Chohan, \u201cA Federated Learning-Based Hybrid Architecture for Multi-Class Attack Detection in UAVs Communications,\u201d IEEE Open Journal of Communication Society (Major Revision).<\/h3>\r\n\t\t\t\t    \t\t\t\t\t\t    \t\t\r\n\t\t\t\t    \t<\/div>\r\n\t\t\t    \t\t\r\n\r\n\t\t\t    \t\t\r\n\r\n\t    \t    \t\t\t\t    <\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\t\t\t\t\r\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8dc5f3a elementor-widget elementor-widget-rs-number-grid\" data-id=\"8dc5f3a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"rs-number-grid.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\r\n\t\t<div class=\"rs-addon-number number\">\r\n\t\t    <div class=\"number-part\">\t    \t\t       \r\n\t\t\t    <div class=\"number-text\">\r\n\t\t\t    \t\t\t\t    \t\t<div class=\"number-area\">\r\n\t\t\t\t    \t\t<span class=\"number-prefix\">\r\n\t\t\t\t    \t\t\t02\t\t\t\t    \t\t<\/span>\r\n\t\t\t    \t\t<\/div>\r\n\t\t    \t\t\r\n\t\t\t    \t\t\t\t\t    \t<div class=\"number-title\">\r\n\t\t\t\t    \t\t\t\t\t\t    \t\t\t<h3 class=\"title\"> M. Fayaz, S. Abbas, A. Alajmi, A. Ghandoura, and A. Nallanathan, \u201cHybrid Learning Framework for Throughput Enhancement in IoT Networks with Semi-Grant-Free NOMA\u201d IEEE Transactions Cognitive Communications and Networking, (Minor Revision).<\/h3>\r\n\t\t\t\t    \t\t\t\t\t\t    \t\t\r\n\t\t\t\t    \t<\/div>\r\n\t\t\t    \t\t\r\n\r\n\t\t\t    \t\t\r\n\r\n\t    \t    \t\t\t\t    <\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\t\t\t\t\r\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-14920d8 elementor-widget elementor-widget-rs-number-grid\" data-id=\"14920d8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"rs-number-grid.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\r\n\t\t<div class=\"rs-addon-number number\">\r\n\t\t    <div class=\"number-part\">\t    \t\t       \r\n\t\t\t    <div class=\"number-text\">\r\n\t\t\t    \t\t\t\t    \t\t<div class=\"number-area\">\r\n\t\t\t\t    \t\t<span class=\"number-prefix\">\r\n\t\t\t\t    \t\t\t03\t\t\t\t    \t\t<\/span>\r\n\t\t\t    \t\t<\/div>\r\n\t\t    \t\t\r\n\t\t\t    \t\t\t\t\t    \t<div class=\"number-title\">\r\n\t\t\t\t    \t\t\t\t\t\t    \t\t\t<h3 class=\"title\"> A. Alajmi, A. Ghandoura, A. Motwakel, and M. Fayaz, \u201cLearning Meets Logic: Fuzzy Logic Based Deep Matching for Intelligent User Association in 6G IoT Networks,\u201d IEEE Open Journal of Communication Society, Aug. 2025.<\/h3>\r\n\t\t\t\t    \t\t\t\t\t\t    \t\t\r\n\t\t\t\t    \t<\/div>\r\n\t\t\t    \t\t\r\n\r\n\t\t\t    \t\t\r\n\r\n\t    \t    \t\t\t\t    <\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\t\t\t\t\r\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ed187f4 elementor-widget elementor-widget-rs-number-grid\" data-id=\"ed187f4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"rs-number-grid.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\r\n\t\t<div class=\"rs-addon-number number\">\r\n\t\t    <div class=\"number-part\">\t    \t\t       \r\n\t\t\t    <div class=\"number-text\">\r\n\t\t\t    \t\t\t\t    \t\t<div class=\"number-area\">\r\n\t\t\t\t    \t\t<span class=\"number-prefix\">\r\n\t\t\t\t    \t\t\t04\t\t\t\t    \t\t<\/span>\r\n\t\t\t    \t\t<\/div>\r\n\t\t    \t\t\r\n\t\t\t    \t\t\t\t\t    \t<div class=\"number-title\">\r\n\t\t\t\t    \t\t\t\t\t\t    \t\t\t<h3 class=\"title\"> Muhammad Haqdad, Muhammad Fayaz, Pervez Khan, Farman Ali, Theyazan H.H Aldhyani, Ali Kashif Bashir and Daehan Kwak, \u201cIntent-Based Networking with Deep Reinforcement Learning for Detecting Decrease Rank Attacks in Low-Power and Lossy IoT Networks\u201d IEEE Internet of Things Journal, Jul. 2025.<\/h3>\r\n\t\t\t\t    \t\t\t\t\t\t    \t\t\r\n\t\t\t\t    \t<\/div>\r\n\t\t\t    \t\t\r\n\r\n\t\t\t    \t\t\r\n\r\n\t    \t    \t\t\t\t    <\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\t\t\t\t\r\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-309fe2b elementor-widget elementor-widget-rs-number-grid\" data-id=\"309fe2b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"rs-number-grid.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\r\n\t\t<div class=\"rs-addon-number number\">\r\n\t\t    <div class=\"number-part\">\t    \t\t       \r\n\t\t\t    <div class=\"number-text\">\r\n\t\t\t    \t\t\t\t    \t\t<div class=\"number-area\">\r\n\t\t\t\t    \t\t<span class=\"number-prefix\">\r\n\t\t\t\t    \t\t\t05\t\t\t\t    \t\t<\/span>\r\n\t\t\t    \t\t<\/div>\r\n\t\t    \t\t\r\n\t\t\t    \t\t\t\t\t    \t<div class=\"number-title\">\r\n\t\t\t\t    \t\t\t\t\t\t    \t\t\t<h3 class=\"title\"> S. Abbas, M. Fayaz, A. Ghandoura, M. Zahid Khan, and A. Rehman, \u201cSecure Energy-efficient Semi Grant Free Non-Orthogonal Multiple Access Transmission for Consumer Internet of Things,\u201d IEEE Transactions on Consumer Electronics, Dec. 2024.<\/h3>\r\n\t\t\t\t    \t\t\t\t\t\t    \t\t\r\n\t\t\t\t    \t<\/div>\r\n\t\t\t    \t\t\r\n\r\n\t\t\t    \t\t\r\n\r\n\t    \t    \t\t\t\t    <\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\t\t\t\t\r\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-efdf3ca elementor-widget elementor-widget-rs-number-grid\" data-id=\"efdf3ca\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"rs-number-grid.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\r\n\t\t<div class=\"rs-addon-number number\">\r\n\t\t    <div class=\"number-part\">\t    \t\t       \r\n\t\t\t    <div class=\"number-text\">\r\n\t\t\t    \t\t\t\t    \t\t<div class=\"number-area\">\r\n\t\t\t\t    \t\t<span class=\"number-prefix\">\r\n\t\t\t\t    \t\t\t06\t\t\t\t    \t\t<\/span>\r\n\t\t\t    \t\t<\/div>\r\n\t\t    \t\t\r\n\t\t\t    \t\t\t\t\t    \t<div class=\"number-title\">\r\n\t\t\t\t    \t\t\t\t\t\t    \t\t\t<h3 class=\"title\"> M. Fayaz, W. Yi, Y. Liu, S Thayaparan and A. Nallanathan, \u201cToward Autonomous Power Control in Semi-Grant-Free NOMA Systems: A Power Pool-Based Approach,\u201d IEEE Transactions on Communications, Jan. 2024.<\/h3>\r\n\t\t\t\t    \t\t\t\t\t\t    \t\t\r\n\t\t\t\t    \t<\/div>\r\n\t\t\t    \t\t\r\n\r\n\t\t\t    \t\t\r\n\r\n\t    \t    \t\t\t\t    <\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\t\t\t\t\r\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-676066a elementor-widget elementor-widget-rs-number-grid\" data-id=\"676066a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"rs-number-grid.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\r\n\t\t<div class=\"rs-addon-number number\">\r\n\t\t    <div class=\"number-part\">\t    \t\t       \r\n\t\t\t    <div class=\"number-text\">\r\n\t\t\t    \t\t\t\t    \t\t<div class=\"number-area\">\r\n\t\t\t\t    \t\t<span class=\"number-prefix\">\r\n\t\t\t\t    \t\t\t07\t\t\t\t    \t\t<\/span>\r\n\t\t\t    \t\t<\/div>\r\n\t\t    \t\t\r\n\t\t\t    \t\t\t\t\t    \t<div class=\"number-title\">\r\n\t\t\t\t    \t\t\t\t\t\t    \t\t\t<h3 class=\"title\"> A. Alajmi, W. Ahsan, M. Fayaz, and A. Nallanathan,, \u201cIntelligent resource allocation in backscatter-NOMA networks: a soft actor critic framework,\u201d IEEE Transactions on Vehicular Technology, 2023.<\/h3>\r\n\t\t\t\t    \t\t\t\t\t\t    \t\t\r\n\t\t\t\t    \t<\/div>\r\n\t\t\t    \t\t\r\n\r\n\t\t\t    \t\t\r\n\r\n\t    \t    \t\t\t\t    <\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\t\t\t\t\r\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-33fe838 elementor-widget elementor-widget-rs-number-grid\" data-id=\"33fe838\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"rs-number-grid.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\r\n\t\t<div class=\"rs-addon-number number\">\r\n\t\t    <div class=\"number-part\">\t    \t\t       \r\n\t\t\t    <div class=\"number-text\">\r\n\t\t\t    \t\t\t\t    \t\t<div class=\"number-area\">\r\n\t\t\t\t    \t\t<span class=\"number-prefix\">\r\n\t\t\t\t    \t\t\t08\t\t\t\t    \t\t<\/span>\r\n\t\t\t    \t\t<\/div>\r\n\t\t    \t\t\r\n\t\t\t    \t\t\t\t\t    \t<div class=\"number-title\">\r\n\t\t\t\t    \t\t\t\t\t\t    \t\t\t<h3 class=\"title\"> A. Alajmi, M. Fayaz, W. Ahsan, and A. Nallanathan, \u201cSemi-Centralized Optimization Framework for<\/h3>\r\n\t\t\t\t    \t\t\t\t\t\t    \t\t\r\n\t\t\t\t    \t<\/div>\r\n\t\t\t    \t\t\r\n\r\n\t\t\t    \t\t\r\n\r\n\t    \t    \t\t\t\t    <\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\t\t\t\t\r\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>01 M. Fayaz, A. Ullah, S. Abbas, P. Khan, MN. Khan and RT. Chohan, \u201cA Federated Learning-Based Hybrid Architecture for Multi-Class Attack Detection in UAVs Communications,\u201d IEEE Open Journal of Communication Society (Major Revision). 02 M. Fayaz, S. Abbas, A. Alajmi, A. Ghandoura, and A. Nallanathan, \u201cHybrid Learning Framework for Throughput Enhancement in IoT Networks&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"class_list":["post-22068","page","type-page","status-publish","hentry"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.8 - aioseo.com -->\n\t<meta name=\"description\" content=\"01 M. Fayaz, A. Ullah, S. Abbas, P. Khan, MN. Khan and RT. Chohan, \u201cA Federated Learning-Based Hybrid Architecture for Multi-Class Attack Detection in UAVs Communications,\u201d IEEE Open Journal of Communication Society (Major Revision). 02 M. Fayaz, S. Abbas, A. Alajmi, A. Ghandoura, and A. 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