{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,24]],"date-time":"2026-04-24T14:59:22Z","timestamp":1777042762571,"version":"3.51.4"},"publisher-location":"New York, NY, USA","reference-count":11,"publisher":"ACM","license":[{"start":{"date-parts":[[2019,5,15]],"date-time":"2019-05-15T00:00:00Z","timestamp":1557878400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2019,5,15]]},"DOI":"10.1145\/3324921.3328782","type":"proceedings-article","created":{"date-parts":[[2019,5,17]],"date-time":"2019-05-17T12:52:21Z","timestamp":1558097541000},"page":"12-15","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":12,"title":["Generative Adversarial Radio Spectrum Networks"],"prefix":"10.1145","author":[{"given":"Tamoghna","family":"Roy","sequence":"first","affiliation":[{"name":"DeepSig, Arlington, Virginia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tim","family":"O'Shea","sequence":"additional","affiliation":[{"name":"DeepSig &amp; VT, Arlington, Virginia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nathan","family":"West","sequence":"additional","affiliation":[{"name":"DeepSig, Arlington, Virginia"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2019,5,15]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"International Conference on Machine Learning. 214--223","author":"Arjovsky Martin","year":"2017"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2018.8422223"},{"key":"e_1_3_2_1_3_1","unstructured":"Chris Donahue Julian McAuley and Miller Puckette. 2018. Synthesizing Audio with Generative Adversarial Networks. CoRR abs\/1802.04208 (2018). arXiv:1802.04208 http:\/\/arxiv.org\/abs\/1802.04208  Chris Donahue Julian McAuley and Miller Puckette. 2018. Synthesizing Audio with Generative Adversarial Networks. CoRR abs\/1802.04208 (2018). arXiv:1802.04208 http:\/\/arxiv.org\/abs\/1802.04208"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2018.2884910"},{"key":"e_1_3_2_1_5_1","unstructured":"Ian Goodfellow Jean Pouget-Abadie Mehdi Mirza Bing Xu David Warde-Farley Sherjil Ozair Aaron Courville and Yoshua Bengio. 2014. Generative adversarial nets. In Advances in neural information processing systems. 2672--2680.   Ian Goodfellow Jean Pouget-Abadie Mehdi Mirza Bing Xu David Warde-Farley Sherjil Ozair Aaron Courville and Yoshua Bengio. 2014. Generative adversarial nets. In Advances in neural information processing systems. 2672--2680."},{"key":"e_1_3_2_1_6_1","unstructured":"Ishaan Gulrajani Faruk Ahmed Martin Arjovsky Vincent Dumoulin and Aaron C Courville. 2017. Improved training of wasserstein gans. In Advances in Neural Information Processing Systems. 5767--5777.   Ishaan Gulrajani Faruk Ahmed Martin Arjovsky Vincent Dumoulin and Aaron C Courville. 2017. Improved training of wasserstein gans. In Advances in Neural Information Processing Systems. 5767--5777."},{"key":"e_1_3_2_1_7_1","unstructured":"Tero Karras Timo Aila Samuli Laine and Jaakko Lehtinen. 2017. Progressive growing of gans for improved quality stability and variation. arXiv preprint arXiv:1710.10196 (2017).  Tero Karras Timo Aila Samuli Laine and Jaakko Lehtinen. 2017. Progressive growing of gans for improved quality stability and variation. arXiv preprint arXiv:1710.10196 (2017)."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCNC.2019.8685573"},{"key":"e_1_3_2_1_9_1","unstructured":"Alec Radford Luke Metz and Soumith Chintala. 2015. Unsupervised representation learning with deep convolutional generative adversarial networks. arXiv preprint arXiv:1511.06434 (2015).  Alec Radford Luke Metz and Soumith Chintala. 2015. Unsupervised representation learning with deep convolutional generative adversarial networks. arXiv preprint arXiv:1511.06434 (2015)."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2815741"},{"key":"e_1_3_2_1_11_1","unstructured":"Thomas Wiest Nicholas Cummins Alice Baird Simone Hantke Judith Dineley and Bj\u00f6rn W. Schuller. 2019. Voice command generation using Progressive Wavegans. CoRR abs\/1903.07395 (2019). arXiv:1903.07395 http:\/\/arxiv.org\/abs\/1903.07395  Thomas Wiest Nicholas Cummins Alice Baird Simone Hantke Judith Dineley and Bj\u00f6rn W. Schuller. 2019. Voice command generation using Progressive Wavegans. CoRR abs\/1903.07395 (2019). arXiv:1903.07395 http:\/\/arxiv.org\/abs\/1903.07395"}],"event":{"name":"WiSec '19: 12th ACM Conference on Security and Privacy in Wireless and Mobile Networks","location":"Miami FL USA","acronym":"WiSec '19","sponsor":["SIGSAC ACM Special Interest Group on Security, Audit, and Control","SIGMOBILE ACM Special Interest Group on Mobility of Systems, Users, Data and Computing"]},"container-title":["Proceedings of the ACM Workshop on Wireless Security and Machine Learning"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3324921.3328782","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3324921.3328782","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T20:47:23Z","timestamp":1750193243000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3324921.3328782"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,5,15]]},"references-count":11,"alternative-id":["10.1145\/3324921.3328782","10.1145\/3324921"],"URL":"https:\/\/doi.org\/10.1145\/3324921.3328782","relation":{},"subject":[],"published":{"date-parts":[[2019,5,15]]},"assertion":[{"value":"2019-05-15","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}