{"id":22037,"date":"2026-06-16T06:43:16","date_gmt":"2026-06-16T06:43:16","guid":{"rendered":"https:\/\/drfayaz.com\/?page_id=22037"},"modified":"2026-06-16T07:24:45","modified_gmt":"2026-06-16T07:24:45","slug":"publications","status":"publish","type":"page","link":"https:\/\/drfayaz.com\/index.php\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"22037\" class=\"elementor elementor-22037\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bb302bb e-con-full e-flex e-con e-parent\" data-id=\"bb302bb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-139f62d elementor-widget elementor-widget-rs-number-grid\" data-id=\"139f62d\" 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-e2f5844 elementor-widget elementor-widget-rs-number-grid\" data-id=\"e2f5844\" 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-5cbbf70 elementor-widget elementor-widget-rs-number-grid\" data-id=\"5cbbf70\" 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-1fd71eb elementor-widget elementor-widget-rs-number-grid\" data-id=\"1fd71eb\" 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-39c9f4b elementor-widget elementor-widget-rs-number-grid\" data-id=\"39c9f4b\" 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-39d4e77 elementor-widget elementor-widget-rs-number-grid\" data-id=\"39d4e77\" 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-a7da7f5 elementor-widget elementor-widget-rs-number-grid\" data-id=\"a7da7f5\" 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-f1f9909 elementor-widget elementor-widget-rs-number-grid\" data-id=\"f1f9909\" 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 Energy Efficiency in IoT Networks with NOMA,\u201d IEEE Wireless Communications Letters, 2022.<\/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-54f83f3 elementor-widget elementor-widget-rs-number-grid\" data-id=\"54f83f3\" 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\t09\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 and A. Nallanathan, &quot;Transmit Power Pool Design for Grant-Free NOMA-IoT Networks via Deep Reinforcement Learning,&quot; in IEEE Transactions on Wireless Communications, vol. 20, no. 11, pp. 7626-7641, Nov. 2021, doi: 10.1109\/TWC.2021.3086762.<\/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-1a2c2ff elementor-widget elementor-widget-rs-number-grid\" data-id=\"1a2c2ff\" 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\t10\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\"> Fayaz, M.; Mehmood, G.; Khan, A.; Abbas, S.; Fayaz, M.; Gwak, J. Counteracting Selfish Nodes Using Reputation Based System in Mobile Ad Hoc Networks. Electronics 2022, 11, 185. https:\/\/doi.org\/10.3390\/electronics11020185.<\/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-a7f395d elementor-widget elementor-widget-rs-number-grid\" data-id=\"a7f395d\" 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\t11\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, Z. U. Rahman, M. U. Rahman, and S. Abbas, \u201cEffect of Terrain Size and Pause Time on the Performance of Reactive Routing Protocols,\u201d in Jurnal Teknologi, vol. 78: 4-3, pp. 89-94, Malaysia, 2016. (Scopus indexed).<\/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-22037","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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