{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,22]],"date-time":"2025-05-22T09:51:33Z","timestamp":1747907493305,"version":"3.40.5"},"reference-count":32,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,1,10]],"date-time":"2025-01-10T00:00:00Z","timestamp":1736467200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,1,10]],"date-time":"2025-01-10T00:00:00Z","timestamp":1736467200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["1922410"],"award-info":[{"award-number":["1922410"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,1,10]]},"DOI":"10.1109\/ccnc54725.2025.10976162","type":"proceedings-article","created":{"date-parts":[[2025,5,5]],"date-time":"2025-05-05T17:52:06Z","timestamp":1746467526000},"page":"1-6","source":"Crossref","is-referenced-by-count":1,"title":["Network Fingerprinting Using Machine Learning for Anonymous Networking Detection in Cryptocurrency"],"prefix":"10.1109","author":[{"given":"Amanul","family":"Islam","sequence":"first","affiliation":[{"name":"University of Colorado Colorado Springs,Computer Science Department,Colorado Springs,CO,USA,80918"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nazmus","family":"Sakib","sequence":"additional","affiliation":[{"name":"University of Colorado Colorado Springs,Computer Science Department,Colorado Springs,CO,USA,80918"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kelei","family":"Zhang","sequence":"additional","affiliation":[{"name":"University of Colorado Colorado Springs,Computer Science Department,Colorado Springs,CO,USA,80918"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Simeon","family":"Wuthier","sequence":"additional","affiliation":[{"name":"University of Colorado Colorado Springs,Computer Science Department,Colorado Springs,CO,USA,80918"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sang-Yoon","family":"Chang","sequence":"additional","affiliation":[{"name":"University of Colorado Colorado Springs,Computer Science Department,Colorado Springs,CO,USA,80918"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1080\/07421222.2018.1550550"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1002\/spy2.192"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2022.3173598"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/LCN52139.2021.9525012"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICBC59979.2024.10634476"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TDSC.2022.3152937"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-44702-4_2"},{"key":"ref8","first-page":"4474","article-title":"Tor traffic analysis and detection via machine learning techniques","volume-title":"2017 IEEE International Conference on Big Data (Big Data)","author":"Cuzzocrea"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.5220\/0006105602530262"},{"key":"ref10","first-page":"942","article-title":"Machine learning for anonymous traffic detection and classification","volume-title":"2021 11th International Conference on Cloud Computing, Data Science & Engineering (Confluence)","author":"M"},{"key":"ref11","first-page":"1","article-title":"A machine learning approach to classify network traffic","volume-title":"2021 13th International Conference on Electronics, Computers and Artificial Intelligence (ECAI)","author":"Jadav"},{"key":"ref12","first-page":"1","article-title":"Detection of Tor traffic using deep learning","volume-title":"2020 IEEE\/ACS 17th International Conference on Computer Systems and Applications (AICCSA)","author":"Sarkar"},{"issue":"7","key":"ref13","doi-asserted-by":"crossref","first-page":"2295","DOI":"10.3390\/s24072295","article-title":"Anonymous traffic detection based on feature engineering and reinforcement learning","volume":"24","author":"Liu","year":"2024","journal-title":"Sensors"},{"key":"ref14","first-page":"335","article-title":"Meek-based Tor traffic identification with hidden Markov model","volume-title":"2018 IEEE 20th International Conference on High Performance Computing and Communications; IEEE 16th International Conference on Smart City; IEEE 4th International Conference on Data Science and Systems (HPCC\/SmartCity\/DSS)","author":"Yao"},{"key":"ref15","first-page":"195","article-title":"Detection of Tor traffic hiding under Obfs4 protocol based on two-level filtering","volume-title":"2019 2nd International Conference on Data Intelligence and Security (ICDIS)","author":"He"},{"key":"ref16","first-page":"150","article-title":"Identification of Tor anonymous network traffic based on machine learning","volume-title":"2021 18th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP)","author":"Juan"},{"key":"ref17","first-page":"1","article-title":"How far can we push flow analysis to identify encrypted anonymity network traffic?","volume-title":"NOMS 2018 \u2013 2018 IEEE\/IFIP Network Operations and Management Symposium","author":"Shahbar"},{"key":"ref18","first-page":"1","article-title":"isAnon: Flow-based anonymity network traffic identification using extreme gradient boosting","volume-title":"2019 International Joint Conference on Neural Networks (IJCNN)","author":"Cai"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICACCS.2019.8728517"},{"key":"ref20","first-page":"418","article-title":"Traffic classification of user behaviors in Tor, I2P, ZeroNet, Freenet","volume-title":"2020 IEEE 19th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)","author":"Hu"},{"volume-title":"Bitcoin: A peer-to-peer electronic cash system","year":"2008","author":"Nakamoto","key":"ref21"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.21236\/ADA465464"},{"volume-title":"The invisible internet project i2p","key":"ref23"},{"volume-title":"Protocol outline","key":"ref24"},{"volume-title":"Hidden services: overview and preliminaries","key":"ref25"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.4304\/jnw.9.9.2269-2278"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/3407023.3409180"},{"volume-title":"Hidden services: overview and preliminaries","key":"ref28"},{"journal-title":"An Achilles\u2019 Heel in Signature-Based IDS: Squealing False Positives in SNORT","author":"Patton","key":"ref29"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/IWCMC.2019.8766765"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/VIZSEC.2015.7312773"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/DSC.2018.00047"}],"event":{"name":"2025 IEEE 22nd Consumer Communications & Networking Conference (CCNC)","start":{"date-parts":[[2025,1,10]]},"location":"Las Vegas, NV, USA","end":{"date-parts":[[2025,1,13]]}},"container-title":["2025 IEEE 22nd Consumer Communications & Networking Conference (CCNC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10975854\/10975830\/10976162.pdf?arnumber=10976162","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,6]],"date-time":"2025-05-06T04:51:31Z","timestamp":1746507091000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10976162\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,1,10]]},"references-count":32,"URL":"https:\/\/doi.org\/10.1109\/ccnc54725.2025.10976162","relation":{},"subject":[],"published":{"date-parts":[[2025,1,10]]}}}