{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,26]],"date-time":"2025-12-26T07:13:44Z","timestamp":1766733224818},"reference-count":19,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,7,4]],"date-time":"2022-07-04T00:00:00Z","timestamp":1656892800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,7,4]],"date-time":"2022-07-04T00:00:00Z","timestamp":1656892800000},"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":[[2022,7,4]]},"DOI":"10.1109\/spawc51304.2022.9833926","type":"proceedings-article","created":{"date-parts":[[2022,7,28]],"date-time":"2022-07-28T19:46:19Z","timestamp":1659037579000},"page":"1-5","source":"Crossref","is-referenced-by-count":14,"title":["Toward Robust Networks against Adversarial Attacks for Radio Signal Modulation Classification"],"prefix":"10.1109","author":[{"given":"B. R.","family":"Manoj","sequence":"first","affiliation":[{"name":"Indian Institute of Technology Guwahati,Department of Electronics & Electrical Engineering,Guwahati,India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pablo Millan","family":"Santos","sequence":"additional","affiliation":[{"name":"Linkoping University,Department of Electrical Engineering (ISY),Linköping,Sweden"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Meysam","family":"Sadeghi","sequence":"additional","affiliation":[{"name":"Linkoping University,Department of Electrical Engineering (ISY),Linköping,Sweden"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Erik G.","family":"Larsson","sequence":"additional","affiliation":[{"name":"Linkoping University,Department of Electrical Engineering (ISY),Linköping,Sweden"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2018.2867459"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3460120.3484777"},{"article-title":"SafeAMC: Adversarial training for robust modulation recognition models","year":"2021","author":"maroto","key":"ref12"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2021.3083099"},{"article-title":"Learning with a strong adversary","year":"2016","author":"huang","key":"ref14"},{"article-title":"Fast is better than free: Revisiting adversarial training","year":"2020","author":"wong","key":"ref15"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.17"},{"article-title":"Channel-aware adversarial attacks against deep learning-based wireless signal classifiers","year":"2021","author":"kim","key":"ref17"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2022.3147203"},{"year":"2016","key":"ref19","article-title":"Deepsig datasets: RML2016 GNU dataset"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2018.2794062"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2019.2901469"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2021.3110463"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ACSSC.2018.8645343"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3324921.3328783"},{"key":"ref7","article-title":"Radio machine learning dataset generation with GNU Radio","author":"o\u2019shea","year":"2016","journal-title":"Proc of GNU Radio Conf"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-31764-5_9"},{"key":"ref1","article-title":"Deep learning vs. traditional computer vision","author":"walsh","year":"2019","journal-title":"Proc of the Computer Vision Conference (CVC)"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2018.2886017"}],"event":{"name":"2022 IEEE 23rd International Workshop on Signal Processing Advances in Wireless Communication (SPAWC)","start":{"date-parts":[[2022,7,4]]},"location":"Oulu, Finland","end":{"date-parts":[[2022,7,6]]}},"container-title":["2022 IEEE 23rd International Workshop on Signal Processing Advances in Wireless Communication (SPAWC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9833808\/9833812\/09833926.pdf?arnumber=9833926","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,8,22]],"date-time":"2022-08-22T20:02:25Z","timestamp":1661198545000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9833926\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,7,4]]},"references-count":19,"URL":"https:\/\/doi.org\/10.1109\/spawc51304.2022.9833926","relation":{},"subject":[],"published":{"date-parts":[[2022,7,4]]}}}