{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,17]],"date-time":"2025-10-17T00:09:30Z","timestamp":1760659770316,"version":"build-2065373602"},"reference-count":34,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,9,8]],"date-time":"2025-09-08T00:00:00Z","timestamp":1757289600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,9,8]],"date-time":"2025-09-08T00:00:00Z","timestamp":1757289600000},"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":[[2025,9,8]]},"DOI":"10.1109\/cns66487.2025.11194995","type":"proceedings-article","created":{"date-parts":[[2025,10,15]],"date-time":"2025-10-15T17:34:49Z","timestamp":1760549689000},"page":"1-9","source":"Crossref","is-referenced-by-count":0,"title":["GANFUSION: GAN-Fused Synthetic Injection for Obfuscating Network Traffic Analysis"],"prefix":"10.1109","author":[{"given":"Lalith","family":"Medury","sequence":"first","affiliation":[{"name":"Auburn University,Department of Computer Science and Software Engineering,Auburn,AL,36849"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Luke","family":"Robinson","sequence":"additional","affiliation":[{"name":"Auburn University,Department of Computer Science and Software Engineering,Auburn,AL,36849"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Farah","family":"Kandah","sequence":"additional","affiliation":[{"name":"Auburn University,Department of Computer Science and Software Engineering,Auburn,AL,36849"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2018.11.025"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/2833312.2850446"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2018.2866249"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/LCN60385.2024.10639659"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3019612.3019878"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ICDCS.2017.283"},{"key":"ref7","article-title":"Closing the blinds: Four strategies for protecting smart home privacy from network observers","author":"Apthorpe","year":"2017","journal-title":"arXiv preprint"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.14722\/ndss.2020.23053"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3326285.3329072"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2019.2904364"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/LCN.2018.8638232"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOMW.2017.8116438"},{"key":"ref13","article-title":"Iotsense: Behavioral fingerprinting of iot devices","author":"Bruhadeshwar","year":"2018","journal-title":"arXiv preprint"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/PRDC50213.2020.00018"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN52387.2021.9533942"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.3390\/s22145243"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/3485447.3511976"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/EuroSPW61312.2024.00036"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2022.108785"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/IEMCON.2019.8936224"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM48099.2022.10001494"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3325727"},{"key":"ref23","article-title":"Hiding in plain sight: An iot traffic camouflage framework for enhanced privacy","author":"Worae","year":"2025","journal-title":"arXiv preprint"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3442697"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2021.3140174"},{"issue":"16","key":"ref26","doi-asserted-by":"crossref","DOI":"10.3390\/electronics12163477","article-title":"A novel traffic obfuscation technology for smart home","volume":"12","author":"Zhang","year":"2023","journal-title":"Electronics"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/3412382.3458257"},{"issue":"12","key":"ref28","doi-asserted-by":"crossref","DOI":"10.3390\/fi16120470","article-title":"Characterising payload entropy in packet flows-baseline entropy analysis for network anomaly detection","volume":"16","author":"Kenyon","year":"2024","journal-title":"Future Internet"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.3390\/technologies9030052"},{"issue":"6","key":"ref30","first-page":"90","article-title":"Review on determining number of cluster in k-means clustering","volume":"1","author":"Kodinariya","year":"2013","journal-title":"International Journal"},{"key":"ref31","first-page":"298","volume-title":"Wasserstein generative adversarial networks","volume":"1","author":"Arjovsky","year":"2017"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/3422622"},{"key":"ref33","first-page":"1804","article-title":"Revisiting small batch training for deep neural networks. arxiv 2018","author":"Masters","journal-title":"arXiv preprint arXiv"},{"volume-title":"Scapy - scapy.net","year":"2025","key":"ref34"}],"event":{"name":"2025 IEEE Conference on Communications and Network Security (CNS)","start":{"date-parts":[[2025,9,8]]},"location":"Avignon, France","end":{"date-parts":[[2025,9,11]]}},"container-title":["2025 IEEE Conference on Communications and Network Security (CNS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11194903\/11194169\/11194995.pdf?arnumber=11194995","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,16]],"date-time":"2025-10-16T04:49:54Z","timestamp":1760590194000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11194995\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,9,8]]},"references-count":34,"URL":"https:\/\/doi.org\/10.1109\/cns66487.2025.11194995","relation":{},"subject":[],"published":{"date-parts":[[2025,9,8]]}}}