{"id":28679,"date":"2026-07-30T23:40:00","date_gmt":"2026-07-30T23:40:00","guid":{"rendered":"https:\/\/cahcet.in\/?p=28679"},"modified":"2026-08-25T11:47:22","modified_gmt":"2026-08-25T11:47:22","slug":"guest-lecture-on-privacy-preserving-machine-learning-and-ai-security-beyond-federated-learning","status":"publish","type":"post","link":"https:\/\/cahcet.in\/?p=28679","title":{"rendered":"Guest Lecture on \u201cPrivacy-Preserving Machine Learning and AI Security Beyond Federated Learning\u201d"},"content":{"rendered":"\n<p>The <strong>Department of MCA<\/strong> successfully organized a <strong>Guest Lecture<\/strong> on <strong>\u201cPrivacy-Preserving Machine Learning and AI Security Beyond Federated Learning.\u201d<\/strong> The session provided students with valuable insights into emerging approaches for <strong>data privacy, secure machine learning, AI security, and trustworthy AI systems<\/strong>.<\/p>\n\n\n\n<p>The programme was <strong>coordinated by Dr. I. Nasurulla<\/strong> and conducted under the leadership of <strong>B. S. Vijaya Baskar, HOD, Department of MCA<\/strong>. <strong>Dr. M. Sasikumar, Principal<\/strong>, and <strong>Dr. M. D. Muzaffar Hussain, Vice Principal<\/strong>, graced the occasion with their presence and support.<\/p>\n\n\n\n<p>The lecture enhanced students\u2019 understanding of current developments in <strong>privacy-preserving AI and secure machine-learning technologies<\/strong>, encouraging them to explore emerging research areas and industry applications.<\/p>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"726\" height=\"1024\" data-id=\"28682\" src=\"https:\/\/cahcet.in\/wp-content\/uploads\/2026\/08\/GUEST-LECTURE-INVITATION-MCA-726x1024.jpeg\" alt=\"\" class=\"wp-image-28682\" srcset=\"https:\/\/cahcet.in\/wp-content\/uploads\/2026\/08\/GUEST-LECTURE-INVITATION-MCA-726x1024.jpeg 726w, https:\/\/cahcet.in\/wp-content\/uploads\/2026\/08\/GUEST-LECTURE-INVITATION-MCA-213x300.jpeg 213w, https:\/\/cahcet.in\/wp-content\/uploads\/2026\/08\/GUEST-LECTURE-INVITATION-MCA-768x1083.jpeg 768w, https:\/\/cahcet.in\/wp-content\/uploads\/2026\/08\/GUEST-LECTURE-INVITATION-MCA-1090x1536.jpeg 1090w, https:\/\/cahcet.in\/wp-content\/uploads\/2026\/08\/GUEST-LECTURE-INVITATION-MCA.jpeg 1135w\" sizes=\"(max-width: 726px) 100vw, 726px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"768\" data-id=\"28681\" src=\"https:\/\/cahcet.in\/wp-content\/uploads\/2026\/08\/WhatsApp-Image-2026-08-25-at-2.38.50-AM-1-1024x768.jpeg\" alt=\"\" class=\"wp-image-28681\" srcset=\"https:\/\/cahcet.in\/wp-content\/uploads\/2026\/08\/WhatsApp-Image-2026-08-25-at-2.38.50-AM-1-1024x768.jpeg 1024w, https:\/\/cahcet.in\/wp-content\/uploads\/2026\/08\/WhatsApp-Image-2026-08-25-at-2.38.50-AM-1-300x225.jpeg 300w, https:\/\/cahcet.in\/wp-content\/uploads\/2026\/08\/WhatsApp-Image-2026-08-25-at-2.38.50-AM-1-768x576.jpeg 768w, https:\/\/cahcet.in\/wp-content\/uploads\/2026\/08\/WhatsApp-Image-2026-08-25-at-2.38.50-AM-1.jpeg 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"768\" data-id=\"28683\" src=\"https:\/\/cahcet.in\/wp-content\/uploads\/2026\/08\/WhatsApp-Image-2026-08-25-at-2.38.50-AM-2-1024x768.jpeg\" alt=\"\" class=\"wp-image-28683\" srcset=\"https:\/\/cahcet.in\/wp-content\/uploads\/2026\/08\/WhatsApp-Image-2026-08-25-at-2.38.50-AM-2-1024x768.jpeg 1024w, https:\/\/cahcet.in\/wp-content\/uploads\/2026\/08\/WhatsApp-Image-2026-08-25-at-2.38.50-AM-2-300x225.jpeg 300w, https:\/\/cahcet.in\/wp-content\/uploads\/2026\/08\/WhatsApp-Image-2026-08-25-at-2.38.50-AM-2-768x576.jpeg 768w, https:\/\/cahcet.in\/wp-content\/uploads\/2026\/08\/WhatsApp-Image-2026-08-25-at-2.38.50-AM-2.jpeg 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"577\" data-id=\"28684\" src=\"https:\/\/cahcet.in\/wp-content\/uploads\/2026\/08\/WhatsApp-Image-2026-08-25-at-2.38.50-AM-3-1024x577.jpeg\" alt=\"\" class=\"wp-image-28684\" srcset=\"https:\/\/cahcet.in\/wp-content\/uploads\/2026\/08\/WhatsApp-Image-2026-08-25-at-2.38.50-AM-3-1024x577.jpeg 1024w, https:\/\/cahcet.in\/wp-content\/uploads\/2026\/08\/WhatsApp-Image-2026-08-25-at-2.38.50-AM-3-300x169.jpeg 300w, https:\/\/cahcet.in\/wp-content\/uploads\/2026\/08\/WhatsApp-Image-2026-08-25-at-2.38.50-AM-3-768x433.jpeg 768w, https:\/\/cahcet.in\/wp-content\/uploads\/2026\/08\/WhatsApp-Image-2026-08-25-at-2.38.50-AM-3.jpeg 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"574\" data-id=\"28685\" src=\"https:\/\/cahcet.in\/wp-content\/uploads\/2026\/08\/WhatsApp-Image-2026-08-25-at-2.38.50-AM-4-1024x574.jpeg\" alt=\"\" class=\"wp-image-28685\" srcset=\"https:\/\/cahcet.in\/wp-content\/uploads\/2026\/08\/WhatsApp-Image-2026-08-25-at-2.38.50-AM-4-1024x574.jpeg 1024w, https:\/\/cahcet.in\/wp-content\/uploads\/2026\/08\/WhatsApp-Image-2026-08-25-at-2.38.50-AM-4-300x168.jpeg 300w, https:\/\/cahcet.in\/wp-content\/uploads\/2026\/08\/WhatsApp-Image-2026-08-25-at-2.38.50-AM-4-768x431.jpeg 768w, https:\/\/cahcet.in\/wp-content\/uploads\/2026\/08\/WhatsApp-Image-2026-08-25-at-2.38.50-AM-4-1536x861.jpeg 1536w, https:\/\/cahcet.in\/wp-content\/uploads\/2026\/08\/WhatsApp-Image-2026-08-25-at-2.38.50-AM-4.jpeg 1600w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"577\" data-id=\"28686\" src=\"https:\/\/cahcet.in\/wp-content\/uploads\/2026\/08\/WhatsApp-Image-2026-08-25-at-2.38.50-AM-5-1024x577.jpeg\" alt=\"\" class=\"wp-image-28686\" srcset=\"https:\/\/cahcet.in\/wp-content\/uploads\/2026\/08\/WhatsApp-Image-2026-08-25-at-2.38.50-AM-5-1024x577.jpeg 1024w, https:\/\/cahcet.in\/wp-content\/uploads\/2026\/08\/WhatsApp-Image-2026-08-25-at-2.38.50-AM-5-300x169.jpeg 300w, https:\/\/cahcet.in\/wp-content\/uploads\/2026\/08\/WhatsApp-Image-2026-08-25-at-2.38.50-AM-5-768x433.jpeg 768w, https:\/\/cahcet.in\/wp-content\/uploads\/2026\/08\/WhatsApp-Image-2026-08-25-at-2.38.50-AM-5.jpeg 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/figure>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The Department of MCA successfully organized a Guest Lecture on \u201cPrivacy-Preserving Machine Learning and AI Security Beyond Federated Learning.\u201d The session provided students with valuable insights into emerging approaches for data privacy, secure machine learning, AI security, and trustworthy AI systems. The programme was coordinated by Dr. I. Nasurulla and conducted under the leadership of [&hellip;]<\/p>\n","protected":false},"author":16,"featured_media":28680,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_editorskit_title_hidden":false,"_editorskit_reading_time":0,"_editorskit_is_block_options_detached":false,"_editorskit_block_options_position":"{}","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ngg_post_thumbnail":0,"footnotes":""},"categories":[24],"tags":[],"table_tags":[],"class_list":["post-28679","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-mca"],"_links":{"self":[{"href":"https:\/\/cahcet.in\/index.php?rest_route=\/wp\/v2\/posts\/28679","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cahcet.in\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cahcet.in\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cahcet.in\/index.php?rest_route=\/wp\/v2\/users\/16"}],"replies":[{"embeddable":true,"href":"https:\/\/cahcet.in\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=28679"}],"version-history":[{"count":1,"href":"https:\/\/cahcet.in\/index.php?rest_route=\/wp\/v2\/posts\/28679\/revisions"}],"predecessor-version":[{"id":28687,"href":"https:\/\/cahcet.in\/index.php?rest_route=\/wp\/v2\/posts\/28679\/revisions\/28687"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/cahcet.in\/index.php?rest_route=\/wp\/v2\/media\/28680"}],"wp:attachment":[{"href":"https:\/\/cahcet.in\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=28679"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cahcet.in\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=28679"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cahcet.in\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=28679"},{"taxonomy":"table_tags","embeddable":true,"href":"https:\/\/cahcet.in\/index.php?rest_route=%2Fwp%2Fv2%2Ftable_tags&post=28679"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}