{"id":80,"date":"2021-03-04T20:14:14","date_gmt":"2021-03-04T20:14:14","guid":{"rendered":"https:\/\/www.engr.colostate.edu\/laboratories\/adaptive-robotics-laboratory\/?page_id=80"},"modified":"2024-05-22T02:44:01","modified_gmt":"2024-05-22T02:44:01","slug":"publications","status":"publish","type":"page","link":"https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"80\" class=\"elementor elementor-80\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-05e4585 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"05e4585\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-db6db73\" data-id=\"db6db73\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7a56b54 elementor-widget elementor-widget-heading\" data-id=\"7a56b54\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-xl\">Selected Publications<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-43a5ed3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"43a5ed3\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-cf485e0\" data-id=\"cf485e0\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e307ccd elementor-widget elementor-widget-text-editor\" data-id=\"e307ccd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>For the full list of publications, please refer to <a href=\"https:\/\/scholar.google.com\/citations?hl=en&amp;user=r4yhKHEAAAAJ\" target=\"_blank\" rel=\"noopener\"><span style=\"text-decoration: underline\">Google Scholar.<\/span><\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-9f370bb elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9f370bb\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0bc3ce2\" data-id=\"0bc3ce2\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0da796a elementor-widget elementor-widget-text-editor\" data-id=\"0da796a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2>2024<\/h2>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-74750ae elementor-widget elementor-widget-text-editor\" data-id=\"74750ae\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><img decoding=\"async\" class=\"size-medium wp-image-1314 alignleft\" src=\"https:\/\/www.engr.colostate.edu\/laboratories\/srel\/wp-content\/uploads\/sites\/22\/2024\/05\/2024_TNS_SRAM_TID-1-300x150.png\" alt=\"\" width=\"300\" height=\"150\" srcset=\"https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2024_TNS_SRAM_TID-1-300x150.png 300w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2024_TNS_SRAM_TID-1-1024x512.png 1024w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2024_TNS_SRAM_TID-1-768x384.png 768w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2024_TNS_SRAM_TID-1-1536x768.png 1536w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2024_TNS_SRAM_TID-1-2048x1024.png 2048w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p><p>U. Surendranathan, H. Wilson, L. R. Cao, A. Milenkovic, and B. Ray<\/p><p><strong>Analysis of SRAM PUF integrity under ionizing radiation: Effects of stored data and technology node<\/strong><\/p><p>IEEE Transactions on Nuclear Science, vol. 71, no. 4, pp. 485-491, 2024.<\/p><p><a href=\"https:\/\/dl.acm.org\/doi\/10.1145\/3599691.3603415\">Link<\/a> | Video<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a67b03f elementor-widget elementor-widget-text-editor\" data-id=\"a67b03f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><img decoding=\"async\" class=\"size-medium wp-image-1319 alignleft\" src=\"https:\/\/www.engr.colostate.edu\/laboratories\/srel\/wp-content\/uploads\/sites\/22\/2024\/05\/2024_IRPS_Cross_Temperature-300x116.png\" alt=\"\" width=\"300\" height=\"116\" srcset=\"https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2024_IRPS_Cross_Temperature-300x116.png 300w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2024_IRPS_Cross_Temperature-1024x396.png 1024w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2024_IRPS_Cross_Temperature-768x297.png 768w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2024_IRPS_Cross_Temperature-1536x594.png 1536w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2024_IRPS_Cross_Temperature-2048x791.png 2048w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p><p>M. A. Kumar, and B. Ray<\/p><p><strong>Cross-Temperature Reliability of 3D NAND: Cell-to-Cell Variability Analysis and Countermeasure<\/strong><\/p><p>Proc. of the 2024 IEEE International Reliability Physics Symposium (<strong><em>IRPS<\/em><\/strong>), Dallas, TX, April 2024.<\/p><p><a href=\"https:\/\/ieeexplore.ieee.org\/abstract\/document\/10529488\">Link<\/a> |\u00a0 <a href=\"https:\/\/www.youtube.com\/watch?v=nS9gb0hXdu8\">Video<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a717c65 elementor-widget elementor-widget-text-editor\" data-id=\"a717c65\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><img fetchpriority=\"high\" decoding=\"async\" class=\"size-medium wp-image-1324 alignleft\" src=\"https:\/\/www.engr.colostate.edu\/laboratories\/srel\/wp-content\/uploads\/sites\/22\/2024\/05\/2014_GLSVLSI-300x174.png\" alt=\"\" width=\"300\" height=\"174\" srcset=\"https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2014_GLSVLSI-300x174.png 300w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2014_GLSVLSI-1024x595.png 1024w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2014_GLSVLSI-768x446.png 768w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2014_GLSVLSI-1536x893.png 1536w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2014_GLSVLSI-2048x1191.png 2048w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p><p>M. Buddhanoy, K. Khan, A. Milenkovic, S. Pasricha and B. Ray<\/p><p><strong>Improving Block Management in 3D NAND Flash SSDs with Sub-Block First Write Sequencing<\/strong><\/p><p>Proc. of the 2024 IEEE Great Lakes Symposium on VLSI, 2024.<\/p><p><a href=\"https:\/\/ieeexplore.ieee.org\/document\/9966490\">Link<\/a> | Video<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-20680ec elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"20680ec\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f662c44\" data-id=\"f662c44\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1f02896 elementor-widget elementor-widget-text-editor\" data-id=\"1f02896\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2>2023<\/h2>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1a839bc elementor-widget elementor-widget-text-editor\" data-id=\"1a839bc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><img loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-1238 alignleft\" src=\"https:\/\/www.engr.colostate.edu\/laboratories\/srel\/wp-content\/uploads\/sites\/22\/2024\/05\/2023_HotStorageHide_Seek-1-300x146.png\" alt=\"\" width=\"300\" height=\"146\" srcset=\"https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2023_HotStorageHide_Seek-1-300x146.png 300w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2023_HotStorageHide_Seek-1-1024x498.png 1024w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2023_HotStorageHide_Seek-1-768x374.png 768w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2023_HotStorageHide_Seek-1-1536x747.png 1536w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2023_HotStorageHide_Seek-1-2048x996.png 2048w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p><p>Md Raquibuzzaman, A. Milenkovic, and B. Ray<\/p><p><strong>Hide-and-Seek: Hiding Secrets in Threshold Voltage Distributions of NAND Flash Memory Cells<\/strong><\/p><p>Proc. of the 15th ACM Workshop on Hot Topics in Storage and File Systems <strong>(HotStorage)<\/strong>, July 2023, pages 80\u201386.<\/p><p><a href=\"https:\/\/dl.acm.org\/doi\/10.1145\/3599691.3603415\">Link<\/a>\u00a0I <a href=\"https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2023_07_09_HotStorage_Biswajit_Ray.pdf\">Slides<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9c4be5e elementor-widget elementor-widget-text-editor\" data-id=\"9c4be5e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-1185 size-medium\" src=\"https:\/\/www.engr.colostate.edu\/laboratories\/srel\/wp-content\/uploads\/sites\/22\/2024\/05\/2023_TED_IntraBlock_WearLeveling2-300x120.png\" alt=\"\" width=\"300\" height=\"120\" srcset=\"https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2023_TED_IntraBlock_WearLeveling2-300x120.png 300w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2023_TED_IntraBlock_WearLeveling2-1024x409.png 1024w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2023_TED_IntraBlock_WearLeveling2-768x307.png 768w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2023_TED_IntraBlock_WearLeveling2.png 1208w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p><p>Md Raquibuzzaman, A. Milenkovic, and B. Ray<\/p><p><strong>Intrablock Wear Leveling to Counter Layer-to-Layer Endurance Variation<\/strong><br \/><strong>of 3-D NAND Flash Memory<\/strong><\/p><p>IEEE Transactions on Electron Devices, vol. 70, no. 1, pp. 70-75, 2023.<\/p><p><a href=\"https:\/\/ieeexplore.ieee.org\/document\/9966490\">Link<\/a> | <a href=\"https:\/\/www.youtube.com\/watch?v=EJ3suTFFOPA\">Video<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dbd7827 elementor-widget elementor-widget-text-editor\" data-id=\"dbd7827\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-1193 size-medium alignleft\" src=\"https:\/\/www.engr.colostate.edu\/laboratories\/srel\/wp-content\/uploads\/sites\/22\/2024\/05\/2023_IRPS_Electrostatic_Shielding-300x123.png\" alt=\"\" width=\"300\" height=\"123\" srcset=\"https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2023_IRPS_Electrostatic_Shielding-300x123.png 300w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2023_IRPS_Electrostatic_Shielding-1024x419.png 1024w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2023_IRPS_Electrostatic_Shielding-768x314.png 768w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2023_IRPS_Electrostatic_Shielding-1536x629.png 1536w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2023_IRPS_Electrostatic_Shielding-2048x839.png 2048w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p><p>M. Buddhanoy, and B. Ray<\/p><p><strong>Electrostatic Shielding of NAND Flash Memory from Ionizing Radiation<\/strong><\/p><p>Proc. of the 2023 IEEE International Reliability Physics Symposium (<strong><em>IRPS<\/em><\/strong>), 2023.<\/p><p><a href=\"https:\/\/ieeexplore.ieee.org\/document\/10118113\">Link<\/a> | PDF | Video<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1e40e69 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1e40e69\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-9d74a8c\" data-id=\"9d74a8c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-68d7f1b elementor-widget elementor-widget-text-editor\" data-id=\"68d7f1b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2>2022<\/h2>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ece5ccb elementor-widget elementor-widget-text-editor\" data-id=\"ece5ccb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-1198 size-medium\" src=\"https:\/\/www.engr.colostate.edu\/laboratories\/srel\/wp-content\/uploads\/sites\/22\/2024\/05\/2022_SYSTOR-300x150.png\" alt=\"\" width=\"300\" height=\"150\" srcset=\"https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2022_SYSTOR-300x150.png 300w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2022_SYSTOR-1024x510.png 1024w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2022_SYSTOR-768x383.png 768w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2022_SYSTOR-1536x766.png 1536w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2022_SYSTOR-2048x1021.png 2048w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p><p>Md Raquibuzzaman, M. Buddhanoy, A. Milenkovic, and B. Ray<\/p><p><strong>Instant Data Sanitization on Multi-Level-Cell NAND Flash Memory<\/strong><\/p><p>Proceedings of the 15th ACM International Conference on Systems and Storage <em>(<strong>SYSTOR \u201922<\/strong>)<\/em>.<\/p><p><a href=\"https:\/\/dl.acm.org\/doi\/10.1145\/3534056.3534941\">Link\u00a0<\/a>\u00a0|\u00a0\u00a0<a href=\"https:\/\/www.youtube.com\/watch?v=AgtX7Hxq6Lc\">\u00a0Video<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aaf02c1 elementor-widget elementor-widget-text-editor\" data-id=\"aaf02c1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-1212 size-medium\" src=\"https:\/\/www.engr.colostate.edu\/laboratories\/srel\/wp-content\/uploads\/sites\/22\/2024\/05\/2022_TNS_Dosimeter-300x202.png\" alt=\"\" width=\"300\" height=\"202\" srcset=\"https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2022_TNS_Dosimeter-300x202.png 300w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2022_TNS_Dosimeter-1024x688.png 1024w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2022_TNS_Dosimeter-768x516.png 768w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2022_TNS_Dosimeter-1536x1032.png 1536w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2022_TNS_Dosimeter-2048x1376.png 2048w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>P. Kumari, U. Surendranathan, M. Wasiolek, K. Hattar, N.P. Bhat and B. Ray<\/p><p><strong>Analytical Bit-Error Model of NAND Flash Memories for Dosimetry Application<\/strong><\/p><p>IEEE Transactions on Nuclear Science, vol. 69, no. 3, pp. 478-484, 2022.<\/p><p><a href=\"https:\/\/ieeexplore.ieee.org\/abstract\/document\/9605639\">Link\u00a0<\/a> \u00a0 |\u00a0 \u00a0 PDF\u00a0 \u00a0 \u00a0|\u00a0 \u00a0 \u00a0Video<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-25ccefd elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"25ccefd\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-712b69b\" data-id=\"712b69b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bb2a3bd elementor-widget elementor-widget-text-editor\" data-id=\"bb2a3bd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2>2021<\/h2>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fe0aa86 e-transform elementor-widget elementor-widget-text-editor\" data-id=\"fe0aa86\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_transform_scale_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><img loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-1221 alignleft\" src=\"https:\/\/www.engr.colostate.edu\/laboratories\/srel\/wp-content\/uploads\/sites\/22\/2024\/05\/2021_Flash_DNA-1-300x230.png\" alt=\"\" width=\"300\" height=\"230\" srcset=\"https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2021_Flash_DNA-1-300x230.png 300w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2021_Flash_DNA-1-1024x787.png 1024w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2021_Flash_DNA-1-768x590.png 768w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2021_Flash_DNA-1-1536x1180.png 1536w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2021_Flash_DNA-1-2048x1573.png 2048w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>S. Sakib, A. Milenkovic, and B. Ray<\/p><p><strong>Flash-DNA: Identifying NAND Flash Memory Origins Using Intrinsic Array Properties<\/strong><\/p><p>IEEE Transactions on Electron Devices, vol. 68, no. 8, pp. 3794-3800, 2021.<\/p><p>Link\u00a0 \u00a0 |\u00a0 \u00a0 PDF\u00a0 \u00a0 \u00a0|\u00a0 \u00a0 \u00a0Video<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-53dede9 e-transform elementor-widget elementor-widget-text-editor\" data-id=\"53dede9\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_transform_scale_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-1229 size-medium\" src=\"https:\/\/www.engr.colostate.edu\/laboratories\/srel\/wp-content\/uploads\/sites\/22\/2024\/05\/2021_TNS_Read_Retry-300x251.png\" alt=\"\" width=\"300\" height=\"251\" srcset=\"https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2021_TNS_Read_Retry-300x251.png 300w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2021_TNS_Read_Retry-768x643.png 768w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2021_TNS_Read_Retry.png 812w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p><p>P. Kumari, U. Surendranathan, M. Wasiolek, K. Hattar, N.P. Bhat and B. Ray<\/p><p><strong>Radiation Induced Error Mitigation by Read-Retry Technique for MLC 3-D NAND Flash Memory<\/strong><\/p><p>IEEE Transactions on Nuclear Science, vol. 68, no. 5, pp. 733-739, 2021.<\/p><p>Link\u00a0 \u00a0 |\u00a0 \u00a0 PDF\u00a0 \u00a0 \u00a0|\u00a0 \u00a0 \u00a0Video<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5b18298 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5b18298\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7efbdb0\" data-id=\"7efbdb0\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4ac8b6d elementor-widget elementor-widget-text-editor\" data-id=\"4ac8b6d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2>2020<\/h2>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-401862e e-transform elementor-widget elementor-widget-text-editor\" data-id=\"401862e\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_transform_scale_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><img loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-1246 alignleft\" src=\"https:\/\/www.engr.colostate.edu\/laboratories\/srel\/wp-content\/uploads\/sites\/22\/2024\/05\/2020_USENIX-300x109.png\" alt=\"\" width=\"300\" height=\"109\" srcset=\"https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2020_USENIX-300x109.png 300w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2020_USENIX-1024x373.png 1024w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2020_USENIX-768x280.png 768w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2020_USENIX.png 1150w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>M. Hasan and B. Ray<\/p><p><strong>Data Recovery from \u201cScrubbed\u201d NAND Flash Storage: Need for Analog Sanitization<\/strong><\/p><p>Proc. of the <strong><em>29th USENIX Security Symposium<\/em><\/strong>, Boston, MA, Aug. 2020.<\/p><p><a href=\"https:\/\/www.usenix.org\/conference\/usenixsecurity20\/presentation\/hasan\">Link<\/a>\u00a0 \u00a0 |\u00a0 \u00a0 <a href=\"https:\/\/www.youtube.com\/watch?v=avyzvGcTL7A&amp;t=9s\">Video\u00a0<\/a> \u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9e2a063 e-transform elementor-widget elementor-widget-text-editor\" data-id=\"9e2a063\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_transform_scale_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><img loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-1255 alignleft\" src=\"https:\/\/www.engr.colostate.edu\/laboratories\/srel\/wp-content\/uploads\/sites\/22\/2024\/05\/2020_TED_Watermark-300x173.png\" alt=\"\" width=\"300\" height=\"173\" srcset=\"https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2020_TED_Watermark-300x173.png 300w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2020_TED_Watermark-1024x589.png 1024w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2020_TED_Watermark-768x442.png 768w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2020_TED_Watermark-1536x883.png 1536w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2020_TED_Watermark-2048x1178.png 2048w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>S. Sakib, A. Milenkovic, and B. Ray<\/p><p><strong>Flash Watermark: An Anti-Counterfeiting Technique for NAND Flash Memories<\/strong><\/p><p>IEEE Transaction on Electron Devices, vol. 67, no. 10, pp. 4172\u20134177, 2020.<\/p><p>Link\u00a0 \u00a0 |\u00a0 \u00a0 PDF\u00a0 \u00a0 \u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dbb1118 e-transform elementor-widget elementor-widget-text-editor\" data-id=\"dbb1118\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_transform_scale_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><img loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-1260 alignleft\" src=\"https:\/\/www.engr.colostate.edu\/laboratories\/srel\/wp-content\/uploads\/sites\/22\/2024\/05\/2020_TED_Flash_PUF-300x108.png\" alt=\"\" width=\"300\" height=\"108\" srcset=\"https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2020_TED_Flash_PUF-300x108.png 300w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2020_TED_Flash_PUF-1024x368.png 1024w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2020_TED_Flash_PUF-768x276.png 768w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2020_TED_Flash_PUF-1536x552.png 1536w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2020_TED_Flash_PUF.png 1606w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>S. Sakib, A. Milenkovic, M. T. Rahman, and B. Ray<\/p><p><strong>An Aging-Resistant NAND Flash Memory Physical Unclonable Function<\/strong><\/p><p>IEEE Transaction on Electron Devices, vol. 27, no. 3, pp. 937\u2013943, Mar. 2020.<\/p><p>Link\u00a0 \u00a0 |\u00a0 \u00a0 PDF\u00a0 \u00a0 \u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-587c2fb e-transform elementor-widget elementor-widget-text-editor\" data-id=\"587c2fb\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_transform_scale_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><img loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-1265 alignleft\" src=\"https:\/\/www.engr.colostate.edu\/laboratories\/srel\/wp-content\/uploads\/sites\/22\/2024\/05\/2020_TDMR_ANN-300x182.png\" alt=\"\" width=\"300\" height=\"182\" srcset=\"https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2020_TDMR_ANN-300x182.png 300w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2020_TDMR_ANN-768x465.png 768w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2020_TDMR_ANN.png 856w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>M. Hasan and B. Ray<\/p><p>Reliability of NAND Flash Memory as a Weight Storage Device of Artificial Neural Network<\/p><p>IEEE Transactions on Device and Materials Reliability, vol. 20, no. 3, pp. 596-603, 2020.<\/p><p>\u00a0<\/p><p>Link\u00a0 \u00a0 |\u00a0 \u00a0 PDF\u00a0 \u00a0 \u00a0|\u00a0 \u00a0 \u00a0Video<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-83970bf elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"83970bf\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-938f834\" data-id=\"938f834\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6e4d10f elementor-widget elementor-widget-text-editor\" data-id=\"6e4d10f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2>2019<\/h2>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ebb5f8 e-transform elementor-widget elementor-widget-text-editor\" data-id=\"3ebb5f8\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_transform_scale_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><img loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-1301 alignleft\" src=\"https:\/\/www.engr.colostate.edu\/laboratories\/srel\/wp-content\/uploads\/sites\/22\/2024\/05\/2019_TOC_NOR_TRNG-1-300x102.png\" alt=\"\" width=\"300\" height=\"102\" srcset=\"https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2019_TOC_NOR_TRNG-1-300x102.png 300w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2019_TOC_NOR_TRNG-1-1024x348.png 1024w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2019_TOC_NOR_TRNG-1-768x261.png 768w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2019_TOC_NOR_TRNG-1-1536x521.png 1536w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2019_TOC_NOR_TRNG-1-2048x695.png 2048w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>P. Poudel, B. Ray, and A. Milinkovic<\/p><p>Microcontroller TRNGs Using Perturbed States of NOR Flash Memory Cells<\/p><p>IEEE Transaction on Computer, vol. 68, no. 2, pp. 307\u2013313, 2019.<\/p><p>Link\u00a0 \u00a0 |\u00a0 \u00a0 \u00a0Video<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6af7ca3 e-transform elementor-widget elementor-widget-text-editor\" data-id=\"6af7ca3\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_transform_scale_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-1305 size-thumbnail\" src=\"https:\/\/www.engr.colostate.edu\/laboratories\/srel\/wp-content\/uploads\/sites\/22\/2024\/05\/2019_DRAM_TRNG_IEEE_Access-150x150.png\" alt=\"\" width=\"150\" height=\"150\" \/>B. Talukder, B. Ray, D. Forte, and M. T. Rahman <\/p><p>PreLatPUF: Exploiting DRAM Latency Variations for Generating Robust Device Signatures<\/p><p>IEEE Access, vol. 7, no. 1, pp. 81106-81120, 2019 \u00a0<\/p><p>Link\u00a0 \u00a0|\u00a0 \u00a0 \u00a0Video<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-53b2208 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"53b2208\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-38ce06a\" data-id=\"38ce06a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-413c105 elementor-widget elementor-widget-text-editor\" data-id=\"413c105\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2>2018<\/h2>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cefe216 e-transform elementor-widget elementor-widget-text-editor\" data-id=\"cefe216\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_transform_scale_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><img loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-1276 alignleft\" src=\"https:\/\/www.engr.colostate.edu\/laboratories\/srel\/wp-content\/uploads\/sites\/22\/2024\/05\/2018_Flash_Odometer-300x90.png\" alt=\"\" width=\"300\" height=\"90\" srcset=\"https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2018_Flash_Odometer-300x90.png 300w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2018_Flash_Odometer-1024x306.png 1024w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2018_Flash_Odometer-768x229.png 768w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2018_Flash_Odometer-1536x459.png 1536w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2018_Flash_Odometer-2048x612.png 2048w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p><p>S. Sakib, P. Kumari, B.M.S.B. Talukder, M.T. Rahman, and B. Ray<\/p><p>Non-Invasive Detection Method for Recycled Flash Memory Using Timing Characteristics<\/p><p>MDPI Cryptography, vol. 2, no. 3, pp. 17, Aug. 2018. <span style=\"color: #ff0000\">(<strong><em>This work was highlighted in IEEE Spectrum<\/em><\/strong>)<\/span><\/p><p>Link\u00a0 \u00a0 |\u00a0 \u00a0 PDF\u00a0 \u00a0\u00a0<span style=\"font-size: 1.3em\">\u00a0\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3305781 e-transform elementor-widget elementor-widget-text-editor\" data-id=\"3305781\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_transform_scale_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-1293\" src=\"https:\/\/www.engr.colostate.edu\/laboratories\/srel\/wp-content\/uploads\/sites\/22\/2024\/05\/2018_Flash_TRNG-1-300x111.png\" alt=\"\" width=\"325\" height=\"120\" srcset=\"https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2018_Flash_TRNG-1-300x111.png 300w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2018_Flash_TRNG-1-1024x379.png 1024w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2018_Flash_TRNG-1-768x284.png 768w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2018_Flash_TRNG-1-1536x569.png 1536w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/2018_Flash_TRNG-1-2048x758.png 2048w\" sizes=\"(max-width: 325px) 100vw, 325px\" \/><\/p><p>B. Ray, and A. Milenkovic<\/p><p>True Random Number Generation Using Read Noise of Flash Memory Cells<\/p><p>IEEE Transaction on Electron Devices, vol. 65, no. 2, pp. 963-969, 2018.<\/p><p>Link\u00a0 \u00a0 |\u00a0 \u00a0 PDF\u00a0 \u00a0\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-640b7fb e-transform elementor-widget elementor-widget-text-editor\" data-id=\"640b7fb\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_transform_scale_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><img loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-1286 alignleft\" src=\"https:\/\/www.engr.colostate.edu\/laboratories\/srel\/wp-content\/uploads\/sites\/22\/2024\/05\/Dosimeter-1-300x72.png\" alt=\"\" width=\"300\" height=\"72\" srcset=\"https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/Dosimeter-1-300x72.png 300w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/Dosimeter-1-1024x245.png 1024w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/Dosimeter-1-768x184.png 768w, https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/wp-content\/uploads\/sites\/22\/2024\/05\/Dosimeter-1.png 1465w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p><p>P. Kumari, L. Davies, N. P. Bhat, E. X. Zhang, M. W. McCurdy, D. M. Fleetwood and B. Ray<\/p><p>State-of-the-Art Flash Chips for Dosimetry Application<\/p><p>Proc. of the IEEE Radiation Effects Data Workshop (<strong><em>REDW<\/em><\/strong>), 2018.<\/p><p>Link\u00a0 \u00a0 |\u00a0 \u00a0 PDF\u00a0 \u00a0\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Selected Publications For the full list of publications, please refer to Google Scholar. 2024 U. Surendranathan, H. Wilson, L. R. Cao, A. Milenkovic, and B. Ray Analysis of SRAM PUF integrity under ionizing radiation: Effects of stored data and technology node IEEE Transactions on Nuclear Science, vol. 71, no. 4, pp. 485-491, 2024. Link |<a class=\"read-more\" href=\"https:\/\/www.engr.colostate.edu\/laboratories\/ramlab\/publications\/\">&#8230;Read more <\/a><\/p>\n","protected":false},"author":21,"featured_media":851,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"footnotes":""},"class_list":["post-80","page","type-page","status-publish","has-post-thumbnail","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Publications - Reliable and Assured Microelectronics (RAM) Laboratory<\/title>\n<meta name=\"description\" content=\"Publications related to the research of the fundamental science and applications for adaptive robots at Colorado State University.\" \/>\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.engr.colostate.edu\/laboratories\/ramlab\/publications\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Publications - 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