{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,12]],"date-time":"2026-05-12T16:53:13Z","timestamp":1778604793299,"version":"3.51.4"},"reference-count":41,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,8,6]],"date-time":"2025-08-06T00:00:00Z","timestamp":1754438400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,8,6]],"date-time":"2025-08-06T00:00:00Z","timestamp":1754438400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,8,6]]},"DOI":"10.1109\/islped65674.2025.11261751","type":"proceedings-article","created":{"date-parts":[[2025,12,3]],"date-time":"2025-12-03T18:39:13Z","timestamp":1764787153000},"page":"1-7","source":"Crossref","is-referenced-by-count":2,"title":["DPIMA: A DRAM-Based Processing-in-Memory Accelerator for Privacy-Preserving Machine Learning"],"prefix":"10.1109","author":[{"given":"Bokyung","family":"Kim","sequence":"first","affiliation":[{"name":"Rutgers University,Dept. of Electrical and Computer Engineering,NJ,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.findings-emnlp.148"},{"key":"ref2","article-title":"Differentially private representation learning via image captioning","author":"Sander","year":"2024"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/3079856.3080246"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/MICRO56248.2022.00084"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.3390\/ma12203451"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ISVLSI49217.2020.00054"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TCSII.2021.3067840"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/HPCA56546.2023.10070992"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3390\/mi10060384"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/MICRO50266.2020.00040"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.23919\/DATE64628.2025.10993066"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/11787006_1"},{"key":"ref13","article-title":"Collecting telemetry data privately","volume":"30","author":"Ding","year":"2017","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref14","article-title":"Differentially private n-gram extraction","author":"Kim","year":"2021","journal-title":"NeurIPS 2021"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/2810103.2813677"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2019.00065"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/2976749.2978355"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/FOCS.2015.46"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2017.41"},{"key":"ref20","first-page":"2633","article-title":"Extracting training data from large language models","volume-title":"30th USENIX Security Symposium (USENIX Security 21)","author":"Carlini"},{"key":"ref21","first-page":"267","article-title":"The secret sharer: Evaluating and testing unintended memorization in neural networks","volume-title":"28th USENIX Security Symposium (USENIX Security 19)","author":"Carlini"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1146\/annurev-statistics-060116-054123"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/773153.773173"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/2976749.2978318"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.2478\/popets-2021-0008"},{"key":"ref26","first-page":"5910","article-title":"Improved differential privacy for sgd via optimal private linear operators on adaptive streams","volume":"35","author":"Denisov","year":"2022","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP43922.2022.9746975"},{"key":"ref28","article-title":"Differential privacy meets neural network pruning","author":"Adamczewski","year":"2023"},{"key":"ref29","first-page":"3192","article-title":"Differentially private optimization on large model at small cost","volume-title":"International Conference on Machine Learning","author":"Bu"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ICCAD51958.2021.9643473"},{"key":"ref31","article-title":"High bandwidth memory (hbm) dram","volume":"16","author":"Standard","year":"2013","journal-title":"Jesd235"},{"key":"ref32","article-title":"Understanding and improving the latency of DRAM-based memory systems","volume-title":"PhD thesis","author":"Chang","year":"2017"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/LCA.2020.2973991"},{"key":"ref34","first-page":"28","article-title":"Cacti 6.0: A tool to model large caches","volume":"27","author":"Muralimanohar","year":"2009","journal-title":"HP laboratories"},{"key":"ref35","article-title":"Very deep convolutional networks for large-scale image recognition","author":"Simonyan","year":"2014"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00474"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00293"},{"key":"ref39","article-title":"Bert: Pre-training of deep bidirectional transformers for language understanding","author":"Devlin","year":"2018"},{"key":"ref40","article-title":"Hbm2e and hbm3 specs","author":"Hynix","year":"2017"},{"key":"ref41","volume-title":"Samsung starts manufacturing chips on a 3nm process, dram supply glut brewing in south korea","year":"2022"}],"event":{"name":"2025 IEEE\/ACM International Symposium on Low Power Electronics and Design (ISLPED)","location":"Reykjav\u00edk, Iceland","start":{"date-parts":[[2025,8,6]]},"end":{"date-parts":[[2025,8,8]]}},"container-title":["2025 IEEE\/ACM International Symposium on Low Power Electronics and Design (ISLPED)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11261694\/11261695\/11261751.pdf?arnumber=11261751","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,4]],"date-time":"2025-12-04T07:50:02Z","timestamp":1764834602000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11261751\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,8,6]]},"references-count":41,"URL":"https:\/\/doi.org\/10.1109\/islped65674.2025.11261751","relation":{},"subject":[],"published":{"date-parts":[[2025,8,6]]}}}