{"id":"https://openalex.org/W2937494057","doi":"https://doi.org/10.1109/iccnc.2019.8685487","title":"Towards Self-Defense of Non-Stationary Systems","display_name":"Towards Self-Defense of Non-Stationary Systems","publication_year":2019,"publication_date":"2019-02-01","ids":{"openalex":"https://openalex.org/W2937494057","doi":"https://doi.org/10.1109/iccnc.2019.8685487","mag":"2937494057"},"language":"en","primary_location":{"id":"doi:10.1109/iccnc.2019.8685487","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccnc.2019.8685487","pdf_url":null,"source":{"id":"https://openalex.org/S4306498526","display_name":"2019 International Conference on Computing, Networking and Communications (ICNC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Conference on Computing, Networking and Communications (ICNC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073885108","display_name":"Stefano Iannucci","orcid":"https://orcid.org/0000-0001-7485-9772"},"institutions":[{"id":"https://openalex.org/I99041443","display_name":"Mississippi State University","ror":"https://ror.org/0432jq872","country_code":"US","type":"education","lineage":["https://openalex.org/I4210141039","https://openalex.org/I99041443"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stefano Iannucci","raw_affiliation_strings":["Department of Computer Science and Engineering, Mississippi State University, Starkville, MS"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Mississippi State University, Starkville, MS","institution_ids":["https://openalex.org/I99041443"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032453886","display_name":"Andrea Montemaggio","orcid":"https://orcid.org/0000-0002-0595-5928"},"institutions":[{"id":"https://openalex.org/I99041443","display_name":"Mississippi State University","ror":"https://ror.org/0432jq872","country_code":"US","type":"education","lineage":["https://openalex.org/I4210141039","https://openalex.org/I99041443"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrea Montemaggio","raw_affiliation_strings":["Center for Cyber Innovation, Mississippi State University, Starkville, MS"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Cyber Innovation, Mississippi State University, Starkville, MS","institution_ids":["https://openalex.org/I99041443"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103049275","display_name":"Byron J. Williams","orcid":"https://orcid.org/0000-0002-5570-9733"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Byron Williams","raw_affiliation_strings":["Department of Computer & Information Science & Engineering, University of Florida, Gainesville, FL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer & Information Science & Engineering, University of Florida, Gainesville, FL","institution_ids":["https://openalex.org/I33213144"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7181,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.65132743,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"250","last_page":"254"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9900000095367432,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7294721603393555},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5122353434562683},{"id":"https://openalex.org/keywords/intrusion","display_name":"Intrusion","score":0.4681416153907776},{"id":"https://openalex.org/keywords/self-organization","display_name":"Self-organization","score":0.4282081723213196},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.41575175523757935},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3954255282878876},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24739688634872437}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7294721603393555},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5122353434562683},{"id":"https://openalex.org/C158251709","wikidata":"https://www.wikidata.org/wiki/Q354025","display_name":"Intrusion","level":2,"score":0.4681416153907776},{"id":"https://openalex.org/C106960710","wikidata":"https://www.wikidata.org/wiki/Q609408","display_name":"Self-organization","level":2,"score":0.4282081723213196},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.41575175523757935},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3954255282878876},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24739688634872437},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C17409809","wikidata":"https://www.wikidata.org/wiki/Q161764","display_name":"Geochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iccnc.2019.8685487","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccnc.2019.8685487","pdf_url":null,"source":{"id":"https://openalex.org/S4306498526","display_name":"2019 International Conference on Computing, Networking and Communications (ICNC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Conference on Computing, Networking and Communications (ICNC)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.uniroma3.it:11590/404605","is_oa":false,"landing_page_url":"http://hdl.handle.net/11590/404605","pdf_url":null,"source":{"id":"https://openalex.org/S4377196120","display_name":"Iris (Roma Tre University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I119003972","host_organization_name":"Roma Tre University","host_organization_lineage":["https://openalex.org/I119003972"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W32403112","https://openalex.org/W32779056","https://openalex.org/W1512919909","https://openalex.org/W1525770891","https://openalex.org/W1555451215","https://openalex.org/W1990911977","https://openalex.org/W1995716850","https://openalex.org/W1996342777","https://openalex.org/W2120839938","https://openalex.org/W2121863487","https://openalex.org/W2169384417","https://openalex.org/W2172135069","https://openalex.org/W2341171179","https://openalex.org/W2489939061","https://openalex.org/W2520200210","https://openalex.org/W2522792437","https://openalex.org/W2778749116","https://openalex.org/W2800521404","https://openalex.org/W4214717370","https://openalex.org/W6633301308","https://openalex.org/W6746622358"],"related_works":["https://openalex.org/W2357468538","https://openalex.org/W1577110157","https://openalex.org/W2355007334","https://openalex.org/W2906422846","https://openalex.org/W2390009783","https://openalex.org/W4254602698","https://openalex.org/W2394461323","https://openalex.org/W2349441905","https://openalex.org/W2361044160","https://openalex.org/W2133389611"],"abstract_inverted_index":{"One":[0],"of":[1,16,25,32,36,39,104,124],"the":[2,17,26,30,33,37,40,58,63,71,83,86,91,114,122,125,134],"major":[3],"trends":[4],"in":[5,54,57,62,133],"research":[6],"on":[7,108],"Intrusion":[8],"Response":[9],"Systems":[10],"is":[11,117],"to":[12,19,28,52,80,119,131],"use":[13],"a":[14,23,48,75,99],"model":[15,24],"system":[18,34,72,127],"be":[20],"protected":[21],"and/or":[22],"attacker":[27],"predict":[29],"evolution":[31],"and":[35,61,85,128],"strategy":[38],"attacker.":[41],"However,":[42],"very":[43],"often,":[44],"modeled":[45],"systems":[46,106],"exhibit":[47],"non-stationary":[49,76,105],"behavior":[50,77],"due":[51],"changes":[53,132],"their":[55],"configuration,":[56],"software":[59],"base":[60],"users":[64],"behavior.":[65],"If":[66],"not":[67],"properly":[68],"captured":[69],"by":[70],"model,":[73],"such":[74],"could":[78],"lead":[79],"divergences":[81],"between":[82],"expected":[84],"actual":[87],"behaviors,":[88],"thus":[89],"invalidating":[90],"model-based":[92],"approach.":[93],"In":[94],"this":[95],"paper,":[96],"we":[97],"introduce":[98],"model-free":[100],"technique":[101],"for":[102],"self-defense":[103],"based":[107],"Q-Learning.":[109],"We":[110],"experimentally":[111],"show":[112],"that":[113],"proposed":[115],"approach":[116],"able":[118],"effectively":[120],"capture":[121],"dynamics":[123],"underlying":[126],"quickly":[129],"adapts":[130],"environment.":[135]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
