{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,27]],"date-time":"2026-02-27T09:02:52Z","timestamp":1772182972109,"version":"3.50.1"},"reference-count":99,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"The Ministry of Education, Youth and Sports of the Czech Republic from the National Programme of Sustainability (NPU II); project IT4Innovations excellence in science\u2013LQ1602"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2020]]},"DOI":"10.1109\/access.2020.3001768","type":"journal-article","created":{"date-parts":[[2020,6,11]],"date-time":"2020-06-11T20:25:18Z","timestamp":1591907118000},"page":"112427-112453","source":"Crossref","is-referenced-by-count":16,"title":["ASNM Datasets: A Collection of Network Attacks for Testing of Adversarial Classifiers and Intrusion Detectors"],"prefix":"10.1109","volume":"8","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0790-0875","authenticated-orcid":false,"given":"Ivan","family":"Homoliak","sequence":"first","affiliation":[{"name":"Centre of Excellence IT4Innovations, Faculty of Information Technology, Brno University of Technology, Brno, Czech Republic"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9009-2193","authenticated-orcid":false,"given":"Kamil","family":"Malinka","sequence":"additional","affiliation":[{"name":"Centre of Excellence IT4Innovations, Faculty of Information Technology, Brno University of Technology, Brno, Czech Republic"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5507-0768","authenticated-orcid":false,"given":"Petr","family":"Hanacek","sequence":"additional","affiliation":[{"name":"Centre of Excellence IT4Innovations, Faculty of Information Technology, Brno University of Technology, Brno, Czech Republic"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","year":"2019","journal-title":"Rapid7 Tomcat Application Manager Login Utility"},{"key":"ref38","year":"2019","journal-title":"Rapid7 Metasploitable&#x2014;Virtual Machine to Test Metasploit"},{"key":"ref33","year":"2019","journal-title":"Rapid7 MS03-026 Microsoft RPC DCOM Interface Overflow"},{"key":"ref32","year":"2020","journal-title":"CVE-2003-0352 Buffer Overflow in DCOM Interface for RPC in MS Windows NT 4 0 2000 XP and Server 2003"},{"key":"ref31","year":"2020","journal-title":"CVE-2007-6377 Stack-based Buffer Overflow Vulnerability in BadBlue"},{"key":"ref30","year":"2019","journal-title":"Rapid7 Badblue 2 72b Passthru Buffer Overflow"},{"key":"ref37","year":"0"},{"key":"ref36","year":"2019","journal-title":"Suricata IDS"},{"key":"ref35","year":"2019","journal-title":"Rapid7 Samba Trans2open overflow (Linux x86)"},{"key":"ref34","year":"2020","journal-title":"CVE-2003-0201 Buffer Overflow in the Samba Service"},{"key":"ref28","year":"2020","journal-title":"CVE-2002-0082 Buffer Overflow Vulnerability of Mod Ssl and Apache-SSL"},{"key":"ref27","year":"2019","journal-title":"SNORT"},{"key":"ref29","year":"2019","journal-title":"Rapid7 Remotely exploitable buffer overflow in mod_ssl"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CNS.2015.7346821"},{"key":"ref22","first-page":"1137","article-title":"A study of cross-validation and bootstrap for accuracy estimation and model selection","volume":"2","author":"kohavi","year":"1995","journal-title":"Proc 14th Int Joint Conf Artif Intell (IJCAI)"},{"key":"ref21","first-page":"66","article-title":"Features for behavioral anomaly detection of connectionless network buffer overflow attacks","author":"homoliak","year":"2016","journal-title":"Proc Int Workshop Inf Secur Appl"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CCST.2013.6922067"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.4108\/eai.10-1-2019.156245"},{"key":"ref26","year":"2011","journal-title":"Cyber Research Center Data Sets"},{"key":"ref25","article-title":"Metrics for intrusion detection in network traffic","author":"homoliak","year":"2011"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.2307\/2334770"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-7152(97)00020-5"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/CCST.2014.6986998"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1016\/B978-1-55860-335-6.50023-4"},{"key":"ref57","first-page":"1157","article-title":"An introduction to variable and feature selection","volume":"3","author":"guyon","year":"2003","journal-title":"J Mach Learn Res"},{"key":"ref56","year":"0"},{"key":"ref55","year":"2020","journal-title":"IBM SPSS Statistics"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1007\/s11277-019-06485-w"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1080\/19393555.2015.1125974"},{"key":"ref52","author":"tavallaee","year":"2009","journal-title":"NSL-KDD Dataset"},{"key":"ref40","year":"2019","journal-title":"Rapid7 Apache Tomcat Manager Application Deployer Authenticated Code Execution"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.2478\/jaiscr-2019-0002"},{"key":"ref3","doi-asserted-by":"crossref","first-page":"361","DOI":"10.1007\/BF02994844","article-title":"A revised taxonomy for intrusion-detection systems","volume":"55","author":"debar","year":"2000","journal-title":"Ann Telecommun"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2810198"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICACCI.2017.8126009"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2924968"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2013.03.022"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2841987"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.17706\/jcp.12.2.143-155"},{"key":"ref46","year":"2019","journal-title":"Rapid7 PostgreSQL for Linux Payload Execution"},{"key":"ref45","year":"2019","journal-title":"Rapid7 PostgreSQL Login Utility"},{"key":"ref48","first-page":"770","article-title":"Exploitation of netem utility for non-payload-based obfuscation techniques improving network anomaly detection","author":"homoliak","year":"2016","journal-title":"Proc Int Conf Secur Privacy Commun Syst"},{"key":"ref47","year":"2019"},{"key":"ref42","year":"2019","journal-title":"Rapid7 Microsoft SQL Server Payload Execution"},{"key":"ref41","year":"2019","journal-title":"Rapid7 MSSQL Login Utility"},{"key":"ref44","year":"2019","journal-title":"Rapid7 Microsoft Server service Relative Path Stack Corruption"},{"key":"ref43","year":"2019","journal-title":"Rapid7 Samba Username Map Script Command Execution"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/ACSAC.2006.15"},{"key":"ref72","year":"2014","journal-title":"DARPA Intrusion Detection Evaluation"},{"key":"ref71","year":"2019"},{"key":"ref70","year":"2019","journal-title":"CAIDA The Cooperative Association for Internet Data Analysis"},{"key":"ref76","first-page":"19","article-title":"Datasets for anti-malware research&#x2014;MWS 2011 datases","author":"hatada","year":"2011","journal-title":"Proc IPSJ Malware Workshop (MWS)"},{"key":"ref77","first-page":"1","article-title":"Datasets for anti-malware research&#x2014;MWS 2010 datasets","author":"hatada","year":"2010","journal-title":"Proc IPSJ Malware Workshop (MWS)"},{"key":"ref74","year":"2015","journal-title":"Contagio Malware Dump Collection of PCAP Files From Malware Analysis"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.2197\/ipsjjip.23.579"},{"key":"ref78","first-page":"1","article-title":"Dataset for anti-malware research and research achievements shared at the workshop","author":"hatada","year":"2009","journal-title":"Proc Comput Secur Symp"},{"key":"ref79","first-page":"1","article-title":"Datasets for anti-malware research&#x2014;MWS datasets 2013","author":"kamizono","year":"2013","journal-title":"Proc IPSJ Comput Secur Symp"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2002.804363"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2008.11.018"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1016\/0167-8655(94)90127-9"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2009.06.009"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2012.2227469"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1016\/j.jksuci.2015.12.004"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1007\/s13369-018-3507-5"},{"key":"ref67","first-page":"203","article-title":"Optimization techniques for semi-supervised support vector machines","volume":"9","author":"chapelle","year":"2008","journal-title":"J Mach Learn Res"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.2197\/ipsjjip.23.579"},{"key":"ref2","year":"2019","journal-title":"Top Targeted Vulnerabilities"},{"key":"ref69","year":"2019","journal-title":"PREDICT Protected Repository for the Defense of Infrastructure Against Cyber Threats"},{"key":"ref1","year":"2019","journal-title":"Top Intrusion Attacks"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.1145\/3303771"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.1109\/ICCNC.2014.6785478"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.1109\/CISDA.2009.5356528"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2011.12.012"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-04968-2_4"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.1016\/S1389-1286(99)00112-7"},{"key":"ref98","year":"2006","journal-title":"Kyoto $2006+$ Dataset"},{"key":"ref99","doi-asserted-by":"publisher","DOI":"10.5220\/0006639801080116"},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.1109\/DISCEX.2000.821515"},{"key":"ref97","article-title":"Architecture of a network monitor","author":"moore","year":"2003","journal-title":"Proc Passive Active Meas (PAM) Workshop"},{"key":"ref10","first-page":"350","article-title":"ASNM: Advanced security network metrics for attack vector description","author":"homoliak","year":"2013","journal-title":"Proc Conf Secur Manage"},{"key":"ref11","year":"2020","journal-title":"Tcpdump org"},{"key":"ref12","article-title":"Toward instrumenting network warfare competitions to generate labeled datasets","author":"sangster","year":"2009","journal-title":"Proc 8th Workshop Cyber Secur Experimentation Test (CSET)"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICITST.2014.7038827"},{"key":"ref14","article-title":"Intrusion detection in network traffic","author":"homoliak","year":"2016"},{"key":"ref15","article-title":"Discriminators for use in flow-based classification","author":"moore","year":"2005"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/1978672.1978676"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1145\/2398776.2398778"},{"key":"ref17","year":"1999","journal-title":"KDD cup 99"},{"key":"ref81","year":"2019","journal-title":"The CAIDA UCSD DDoS Attack 2007 Dataset"},{"key":"ref18","year":"2019","journal-title":"Netflow"},{"key":"ref84","year":"2019","journal-title":"The UCSD CAIDA Dataset on the Code-Red Worms"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.5220\/0006105602530262"},{"key":"ref83","year":"2019","journal-title":"CAIDA The UCSD Network Telescope"},{"key":"ref80","year":"2019","journal-title":"The UCSD CAIDA Backscatter Dataset"},{"key":"ref89","first-page":"229","article-title":"Snort: Lightweight intrusion detection for networks","volume":"99","author":"roesch","year":"1999","journal-title":"Proc LISA"},{"key":"ref85","year":"2019","journal-title":"The CAIDA UCSD Dataset on the Witty Worm"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1117\/12.777341"},{"key":"ref87","author":"song","year":"2020","journal-title":"Fragroute"},{"key":"ref88","author":"puppy","year":"1999","journal-title":"A Look at Whisker's Anti-ids Tactics"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/8948470\/09115004.pdf?arnumber=9115004","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,15]],"date-time":"2024-01-15T21:25:23Z","timestamp":1705353923000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9115004\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"references-count":99,"URL":"https:\/\/doi.org\/10.1109\/access.2020.3001768","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020]]}}}