{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,10]],"date-time":"2025-04-10T15:11:41Z","timestamp":1744297901775,"version":"3.28.0"},"reference-count":21,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,10,2]],"date-time":"2023-10-02T00:00:00Z","timestamp":1696204800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,10,2]],"date-time":"2023-10-02T00:00:00Z","timestamp":1696204800000},"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":[[2023,10,2]]},"DOI":"10.1109\/lcn58197.2023.10223401","type":"proceedings-article","created":{"date-parts":[[2023,9,6]],"date-time":"2023-09-06T17:26:17Z","timestamp":1694021177000},"page":"1-4","source":"Crossref","is-referenced-by-count":2,"title":["Leveraging Explainable AI Methods Towards Identifying Classification Issues on IDS Datasets"],"prefix":"10.1109","author":[{"given":"Eric","family":"Lanfer","sequence":"first","affiliation":[{"name":"Osnabrück University Institute of Computer Science,Osnabrück,Germany"}]},{"given":"Sophia","family":"Sylvester","sequence":"additional","affiliation":[{"name":"Osnabrück University Institute of Computer Science,Osnabrück,Germany"}]},{"given":"Nils","family":"Aschenbruck","sequence":"additional","affiliation":[{"name":"Osnabrück University Institute of Computer Science,Osnabrück,Germany"}]},{"given":"Martin","family":"Atzmueller","sequence":"additional","affiliation":[{"name":"Osnabrück University Institute of Computer Science,Osnabrück,Germany"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/382912.382923"},{"key":"ref12","first-page":"4765","article-title":"A unified approach to interpreting model predictions","author":"lundberg","year":"2017","journal-title":"Advances in Neural Information Processing Systems 30 Curran Associates Inc"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.3390\/electronics9101689"},{"key":"ref14","first-page":"20","article-title":"Analysis of KDD’99 intrusion detection dataset for selection of relevance features","volume":"1","author":"olusola","year":"2010","journal-title":"Proc of the World Congress on Engineering and Computer Science"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CISDA.2009.5356528"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-019-0138-9"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/DSAA49011.2020.00067"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2988359"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1186\/s42400-021-00103-8"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/3590777.3590803"},{"key":"ref17","article-title":"An explainable machine learning-based network intrusion detection system for enabling general-isability in securing IoT networks","volume":"abs 2104 7183","author":"sarhan","year":"2021","journal-title":"CoRR"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2020.04.133"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2010.25"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-08147-7_23"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"59","DOI":"10.1007\/s10994-014-5473-9","article-title":"Analysis of network traffic features for anomaly detection","volume":"101","author":"iglesias","year":"2015","journal-title":"Machine Learning"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.23919\/ICACT53585.2022.9728897"},{"key":"ref9","doi-asserted-by":"crossref","first-page":"12","DOI":"10.1109\/DISCEX.2000.821506","article-title":"Evaluating intrusion detection systems: The 1998 DARPA off-line intrusion detection evaluation","volume":"2","author":"lippmann","year":"2000","journal-title":"Proceedings of DARPA Information Survivability Conference and Exposition"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-77964-1_15"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/CCCS.2018.8586840"},{"key":"ref6","article-title":"The uci kdd archive","author":"hettich","year":"1999","journal-title":"The UCI KDD Archive"},{"key":"ref5","article-title":"1999 DARPA intrusion detection evaluation: Design and procedures","author":"haines","year":"2001","journal-title":"MIT Lincoln Lab Lexington MA Rep"}],"event":{"name":"2023 IEEE 48th Conference on Local Computer Networks (LCN)","start":{"date-parts":[[2023,10,2]]},"location":"Daytona Beach, FL, USA","end":{"date-parts":[[2023,10,5]]}},"container-title":["2023 IEEE 48th Conference on Local Computer Networks (LCN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10223299\/10223313\/10223401.pdf?arnumber=10223401","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,15]],"date-time":"2023-09-15T15:35:47Z","timestamp":1694792147000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10223401\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,10,2]]},"references-count":21,"URL":"https:\/\/doi.org\/10.1109\/lcn58197.2023.10223401","relation":{},"subject":[],"published":{"date-parts":[[2023,10,2]]}}}