{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,13]],"date-time":"2026-05-13T17:44:36Z","timestamp":1778694276863,"version":"3.51.4"},"reference-count":17,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,12,15]],"date-time":"2023-12-15T00:00:00Z","timestamp":1702598400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,12,15]],"date-time":"2023-12-15T00:00:00Z","timestamp":1702598400000},"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":[[2023,12,15]]},"DOI":"10.1109\/bigdata59044.2023.10386728","type":"proceedings-article","created":{"date-parts":[[2024,1,22]],"date-time":"2024-01-22T18:28:47Z","timestamp":1705948127000},"page":"4284-4289","source":"Crossref","is-referenced-by-count":1,"title":["ASI: Accuracy-Stability Index for Evaluating Deep Learning Models"],"prefix":"10.1109","author":[{"given":"Wei","family":"Dai","sequence":"first","affiliation":[{"name":"Purdue University Northwest,Department of Computer Science,Hammond,Indiana,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Daniel","family":"Berleant","sequence":"additional","affiliation":[{"name":"Univeristy of Arkansas at Little Rock,Department of Information Science,Little Rock,Arkansas,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/3185768.3185771"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/2.869367"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-53974-9_1"},{"key":"ref4","article-title":"Storage Performance Corporation","journal-title":"SPC"},{"key":"ref5","volume-title":"MLPerf training algorithms","author":"Mattson"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/cogmi48466.2019.00029"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/icmla.2017.0-172"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/bigdata52589.2021.9671976"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/bigdata55660.2022.10020507"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/QoMEX.2016.7498955"},{"key":"ref11","article-title":"Benchmarking neural network robustness to common corruptions and perturbations","author":"Hendrycks","year":"2019","journal-title":"arXiv Preprint, arXiv:1903.12261"},{"key":"ref12","article-title":"Comparing deep neural networks against humans: object recognition when the signal gets weaker","author":"Geirhos","year":"2017","journal-title":"arXiv Preprint, arXiv:1706.06969"},{"key":"ref13","article-title":"Adversarial Robustness Toolbox v1. 0.0","author":"Nicolae","year":"2018","journal-title":"arXiv Preprint, arXiv:1807.01069"},{"key":"ref14","article-title":"Adversarial machine learning at scale","author":"Kurakin","year":"2016","journal-title":"arXiv Preprint, arXiv:1611.01236"},{"key":"ref15","article-title":"Towards deep learning models resistant to adversarial attacks","author":"Madry","year":"2017","journal-title":"arXiv Preprint, arXiv:1706.06083"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3128572.3140444"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr.2016.485"}],"event":{"name":"2023 IEEE International Conference on Big Data (BigData)","location":"Sorrento, Italy","start":{"date-parts":[[2023,12,15]]},"end":{"date-parts":[[2023,12,18]]}},"container-title":["2023 IEEE International Conference on Big Data (BigData)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10385234\/10386078\/10386728.pdf?arnumber=10386728","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,28]],"date-time":"2024-09-28T05:39:24Z","timestamp":1727501964000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10386728\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,12,15]]},"references-count":17,"URL":"https:\/\/doi.org\/10.1109\/bigdata59044.2023.10386728","relation":{},"subject":[],"published":{"date-parts":[[2023,12,15]]}}}