{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,5]],"date-time":"2026-02-05T23:12:00Z","timestamp":1770333120733,"version":"3.49.0"},"reference-count":31,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,10,4]],"date-time":"2021-10-04T00:00:00Z","timestamp":1633305600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,10,4]],"date-time":"2021-10-04T00:00:00Z","timestamp":1633305600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000183","name":"Army Research Office","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000183","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,10,4]]},"DOI":"10.1109\/cns53000.2021.9705041","type":"proceedings-article","created":{"date-parts":[[2022,2,10]],"date-time":"2022-02-10T20:28:04Z","timestamp":1644524884000},"page":"137-145","source":"Crossref","is-referenced-by-count":4,"title":["DREVAN: Deep Reinforcement Learning-based Vulnerability-Aware Network Adaptations for Resilient Networks"],"prefix":"10.1109","author":[{"given":"Qisheng","family":"Zhang","sequence":"first","affiliation":[{"name":"Virginia Tech,Department of Computer Science,Falls Church,VA,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jin-Hee","family":"Cho","sequence":"additional","affiliation":[{"name":"Virginia Tech,Department of Computer Science,Falls Church,VA,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Terrence J.","family":"Moore","sequence":"additional","affiliation":[{"name":"US Army Research Laboratory,Adelphi,MD,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Frederica Free","family":"Nelson","sequence":"additional","affiliation":[{"name":"US Army Research Laboratory,Adelphi,MD,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/IWCMC48107.2020.9148371"},{"key":"ref30","article-title":"Diversity-by-design for dependable and secure cyber-physical systems: A survey","volume":"abs 2007 8688","author":"zhang","year":"2020","journal-title":"CoRR"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TDSC.2015.2443790"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/SRDS.2017.32"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.jisa.2017.05.004"},{"key":"ref13","article-title":"Graph coloring problems","volume":"39","author":"jensen","year":"2011","journal-title":"John Wiley & Sons"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TCE.2009.5373747"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2014.2371999"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2016.2601009"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1038\/nature14236"},{"key":"ref18","article-title":"Common Vulnerability Scoring System (CVSS)","year":"0","journal-title":"National Vulnerability Database"},{"key":"ref19","article-title":"Networks: An Introduction","author":"newman","year":"2010"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2016.2516916"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/DSC50466.2020.00065"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.adhoc.2016.04.011"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.comcom.2019.06.004"},{"key":"ref6","article-title":"Improving the robustness of graphs through reinforcement learning and graph neural networks","author":"darvariu","year":"2020","journal-title":"arXiv preprint arXiv 2001 11809"},{"key":"ref29","article-title":"Vulnerability-aware resilient networks: Software diversity-based network adaptation","author":"zhang","year":"2020","journal-title":"IEEE Transactions on Network and Service Management"},{"key":"ref5","first-page":"1115","article-title":"Adversarial attack on graph structured data","volume":"80","author":"dai","year":"2018","journal-title":"Proceedings of Machine Learning Research (PMLR)"},{"key":"ref8","article-title":"Common Vulnerabilities and Exposures (CVE)","year":"0","journal-title":"Forum of Incident Response and Security Teams"},{"key":"ref7","first-page":"17","article-title":"On the evolution of random graphs","author":"erd\u00f6s","year":"1960","journal-title":"Publications of the Mathematical Institute of the Hungarian Academy of Sciences"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2017.2743240"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2013.48"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2017.2724239"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/1030083.1030101"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.1998.712192"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/s11235-013-9818-7"},{"key":"ref24","doi-asserted-by":"crossref","DOI":"10.1609\/aaai.v30i1.10295","article-title":"Deep reinforcement learning with double q-learning","volume":"30","author":"van hasselt","year":"2016","journal-title":"Proceedings of the AAAI Conference on Artificial Intelligence"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1287\/isre.2017.0722"},{"key":"ref26","first-page":"1995","article-title":"Dueling network architectures for deep reinforcement learning","author":"wang","year":"2016","journal-title":"Int&#x2019;l Conf Machine Learning PMLR"},{"key":"ref25","article-title":"A survey on centrality metrics and their implications in network resilience","author":"wan","year":"2020"}],"event":{"name":"2021 IEEE Conference on Communications and Network Security (CNS)","location":"Tempe, AZ, USA","start":{"date-parts":[[2021,10,4]]},"end":{"date-parts":[[2021,10,6]]}},"container-title":["2021 IEEE Conference on Communications and Network Security (CNS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9705016\/9705017\/09705041.pdf?arnumber=9705041","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,1,26]],"date-time":"2023-01-26T15:05:27Z","timestamp":1674745527000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9705041\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,10,4]]},"references-count":31,"URL":"https:\/\/doi.org\/10.1109\/cns53000.2021.9705041","relation":{},"subject":[],"published":{"date-parts":[[2021,10,4]]}}}