{"id":30,"date":"2025-11-06T22:50:35","date_gmt":"2025-11-06T22:50:35","guid":{"rendered":"https:\/\/www.isi.edu\/projects-trebuchet\/?page_id=30"},"modified":"2025-11-19T18:33:57","modified_gmt":"2025-11-19T18:33:57","slug":"publications","status":"publish","type":"page","link":"https:\/\/www.isi.edu\/projects-trebuchet\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"\n\n\t<h2>2025<\/h2>\n    <h3>Accelerating FHE to Enable Privacy-Preserving Deep Learning<\/h3>\n    K. Rohloff, D. Cousins, Y. Polyakov, A. Al Badawi, M. French, et al\n    <em>Government Microcircuit Applications and Critical Technology Conference (GOMACTech)<\/em>, 2025\n<h2>2024<\/h2>\n    <h3>TREBUCHET Fully Homomorphic Encryption Accelerator: Phase Two Performance Estimation Results<\/h3>\n    D. Cousins, M. French, et al\n    <em>Government Microcircuit Applications and Critical Technology Conference (GOMACTech)<\/em>, 2024\n    <h3>TREBUCHET Fully Homomorphic Encryption Accelerator: Lessons Learned at Tape-out&#8230;So Far<\/h3>\n    M. French, A. Jacob, B. Reynwar, K. Canida, C. Mathew, D. Cousins, A. Al Badawi, A. Ebel, N. Neda, D. Soni, B. Reagen, Z. Cheng, M. Pedram\n    <em>Government Microcircuit Applications and Critical Technology Conference (GOMACTech)<\/em>, 2024\n<h2>2023<\/h2>\n    <h3><a href=\"https:\/\/arxiv.org\/abs\/2304.05237\" target=\"_blank\" rel=\"noopener noreferrer\">TREBUCHET: Fully Homomorphic Encryption Accelerator for Deep Computation (arxiv.org)<\/a><\/h3>\n    David Bruce Cousins, Yuriy Polyakov, Ahmad Al Badawi, et al\n    <em>arXiv preprint arXiv:2304.05237<\/em>, 2023\n    <h3><a href=\"https:\/\/ieeexplore.ieee.org\/abstract\/document\/10158208\/\" target=\"_blank\" rel=\"noopener noreferrer\">RPU: The Ring Processing Unit<\/a><\/h3>\n    D. Soni, N. Neda, N. Zhang, B. Reynwar, et al\n    <em>IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS)<\/em>, 2023\n<h2>2022<\/h2>\n    <h3>Towards Full-Stack Acceleration for Fully Homomorphic Encryption<\/h3>\n    N. Zhang and H. Gamil and P. Brinich and B. Reynwar and A. Badawi and N. Neda and D. Soni and K. Canida and Y. Polyakov and P. Broderick and M. Maniatakos and Andrew G. Schmidt and Matthew French and J. Johnson and B. Reagen and D. Bruce Cousins and F. Franchetti\n    <em>IEEE High Performance Extreme Computing Conference (HPEC)<\/em>, 2022\n\n","protected":false},"excerpt":{"rendered":"<p>2025 Accelerating FHE to Enable Privacy-Preserving Deep Learning K. Rohloff, D. Cousins, Y. Polyakov, A. Al Badawi, M. French, et al Government Microcircuit Applications and Critical Technology Conference (GOMACTech), 2025 2024 TREBUCHET Fully Homomorphic Encryption Accelerator: Phase Two Performance Estimation Results D. Cousins, M. French, et al Government Microcircuit Applications and Critical Technology Conference (GOMACTech),&hellip;<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"news_source":"","news_author":"","external_news_link":"","footnotes":""},"class_list":["post-30","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Publications - TREBUCHET: Fully Homomorphic Encryption (FHE) Acceleration<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.isi.edu\/projects-trebuchet\/publications\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Publications - TREBUCHET: Fully Homomorphic Encryption (FHE) Acceleration\" \/>\n<meta property=\"og:description\" content=\"2025 Accelerating FHE to Enable Privacy-Preserving Deep Learning K. Rohloff, D. Cousins, Y. Polyakov, A. Al Badawi, M. French, et al Government Microcircuit Applications and Critical Technology Conference (GOMACTech), 2025 2024 TREBUCHET Fully Homomorphic Encryption Accelerator: Phase Two Performance Estimation Results D. Cousins, M. French, et al Government Microcircuit Applications and Critical Technology Conference (GOMACTech),&hellip;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.isi.edu\/projects-trebuchet\/publications\/\" \/>\n<meta property=\"og:site_name\" content=\"TREBUCHET: Fully Homomorphic Encryption (FHE) Acceleration\" \/>\n<meta property=\"article:modified_time\" content=\"2025-11-19T18:33:57+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.isi.edu\/projects-trebuchet\/publications\/\",\"url\":\"https:\/\/www.isi.edu\/projects-trebuchet\/publications\/\",\"name\":\"Publications - TREBUCHET: Fully Homomorphic Encryption (FHE) Acceleration\",\"isPartOf\":{\"@id\":\"https:\/\/www.isi.edu\/projects-trebuchet\/#website\"},\"datePublished\":\"2025-11-06T22:50:35+00:00\",\"dateModified\":\"2025-11-19T18:33:57+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/www.isi.edu\/projects-trebuchet\/publications\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.isi.edu\/projects-trebuchet\/publications\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.isi.edu\/projects-trebuchet\/publications\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.isi.edu\/projects-trebuchet\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Publications\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.isi.edu\/projects-trebuchet\/#website\",\"url\":\"https:\/\/www.isi.edu\/projects-trebuchet\/\",\"name\":\"TREBUCHET: Fully Homomorphic Encryption (FHE) Acceleration\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.isi.edu\/projects-trebuchet\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Publications - TREBUCHET: Fully Homomorphic Encryption (FHE) Acceleration","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.isi.edu\/projects-trebuchet\/publications\/","og_locale":"en_US","og_type":"article","og_title":"Publications - TREBUCHET: Fully Homomorphic Encryption (FHE) Acceleration","og_description":"2025 Accelerating FHE to Enable Privacy-Preserving Deep Learning K. Rohloff, D. Cousins, Y. Polyakov, A. Al Badawi, M. French, et al Government Microcircuit Applications and Critical Technology Conference (GOMACTech), 2025 2024 TREBUCHET Fully Homomorphic Encryption Accelerator: Phase Two Performance Estimation Results D. Cousins, M. 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