{"id":"https://openalex.org/W3208097639","doi":"https://doi.org/10.1145/3474369.3486864","title":"INSOMNIA","display_name":"INSOMNIA","publication_year":2021,"publication_date":"2021-10-28","ids":{"openalex":"https://openalex.org/W3208097639","doi":"https://doi.org/10.1145/3474369.3486864","mag":"3208097639"},"language":"en","primary_location":{"id":"doi:10.1145/3474369.3486864","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3474369.3486864","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th ACM Workshop on Artificial Intelligence and Security","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/A5064688726","display_name":"Giuseppina Andresini","orcid":"https://orcid.org/0000-0002-5272-644X"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Giuseppina Andresini","raw_affiliation_strings":["University of Bari Aldo Moro, Bari, Italy"],"affiliations":[{"raw_affiliation_string":"University of Bari Aldo Moro, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090260871","display_name":"Feargus Pendlebury","orcid":"https://orcid.org/0000-0003-1140-322X"},"institutions":[{"id":"https://openalex.org/I184558857","display_name":"Royal Holloway University of London","ror":"https://ror.org/04g2vpn86","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I184558857"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Feargus Pendlebury","raw_affiliation_strings":["University College London; Royal Holloway, University of London; &amp; International Computer Science Institute, London, United Kingdom","University College London","Royal Holloway, University of London"],"affiliations":[{"raw_affiliation_string":"University College London; Royal Holloway, University of London; &amp; International Computer Science Institute, London, United Kingdom","institution_ids":["https://openalex.org/I184558857","https://openalex.org/I45129253"]},{"raw_affiliation_string":"University College London","institution_ids":["https://openalex.org/I45129253"]},{"raw_affiliation_string":"Royal Holloway, University of London","institution_ids":["https://openalex.org/I184558857"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072597369","display_name":"Fabio Pierazzi","orcid":"https://orcid.org/0000-0002-1254-1758"},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Fabio Pierazzi","raw_affiliation_strings":["King's College London, London, United Kingdom"],"affiliations":[{"raw_affiliation_string":"King's College London, London, United Kingdom","institution_ids":["https://openalex.org/I183935753"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073046271","display_name":"Corrado Appice Annalisa Malerba Donato Loglisci","orcid":"https://orcid.org/0000-0001-5790-8368"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Corrado Loglisci","raw_affiliation_strings":["University of Bari Aldo Moro, Bari, Italy"],"affiliations":[{"raw_affiliation_string":"University of Bari Aldo Moro, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055560733","display_name":"Annalisa Appice","orcid":"https://orcid.org/0000-0001-9840-844X"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]},{"id":"https://openalex.org/I4210152452","display_name":"Consorzio Interuniversitario Nazionale per l'Informatica","ror":"https://ror.org/03v8v5y65","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210152452"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Annalisa Appice","raw_affiliation_strings":["University of Bari Aldo Moro &amp; CINI - Consorzio Interuniversitario Nazionale per l'Informatica, Bari, Italy"],"affiliations":[{"raw_affiliation_string":"University of Bari Aldo Moro &amp; CINI - Consorzio Interuniversitario Nazionale per l'Informatica, Bari, Italy","institution_ids":["https://openalex.org/I4210152452","https://openalex.org/I5561750"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036908366","display_name":"Lorenzo Cavallaro","orcid":"https://orcid.org/0000-0002-3878-2680"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Lorenzo Cavallaro","raw_affiliation_strings":["University College London, London, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University College London, London, United Kingdom","institution_ids":["https://openalex.org/I45129253"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5064688726"],"corresponding_institution_ids":["https://openalex.org/I5561750"],"apc_list":null,"apc_paid":null,"fwci":8.4818,"has_fulltext":false,"cited_by_count":91,"citation_normalized_percentile":{"value":0.97950317,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"111","last_page":"122"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"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":1.0,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/intrusion-detection-system","display_name":"Intrusion detection system","score":0.7443795204162598},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.703665018081665},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.5730228424072266},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5494515299797058},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5085183382034302},{"id":"https://openalex.org/keywords/adversary","display_name":"Adversary","score":0.4970689117908478},{"id":"https://openalex.org/keywords/core","display_name":"Core (optical fiber)","score":0.4807117283344269},{"id":"https://openalex.org/keywords/network-security","display_name":"Network security","score":0.4650126099586487},{"id":"https://openalex.org/keywords/obstacle","display_name":"Obstacle","score":0.463736891746521},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4356013834476471},{"id":"https://openalex.org/keywords/intrusion-prevention-system","display_name":"Intrusion prevention system","score":0.42882639169692993},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3563033938407898}],"concepts":[{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.7443795204162598},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.703665018081665},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.5730228424072266},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5494515299797058},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5085183382034302},{"id":"https://openalex.org/C41065033","wikidata":"https://www.wikidata.org/wiki/Q2825412","display_name":"Adversary","level":2,"score":0.4970689117908478},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.4807117283344269},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.4650126099586487},{"id":"https://openalex.org/C2776650193","wikidata":"https://www.wikidata.org/wiki/Q264661","display_name":"Obstacle","level":2,"score":0.463736891746521},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4356013834476471},{"id":"https://openalex.org/C27061796","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion prevention system","level":3,"score":0.42882639169692993},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3563033938407898},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3474369.3486864","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3474369.3486864","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th ACM Workshop on Artificial Intelligence and Security","raw_type":"proceedings-article"},{"id":"pmh:oai:ricerca.uniba.it:11586/389818","is_oa":false,"landing_page_url":"https://hdl.handle.net/11586/389818","pdf_url":null,"source":{"id":"https://openalex.org/S4377196296","display_name":"CINECA IRIS Institutional Research Information System (University of Bari Aldo Moro)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5561750","host_organization_name":"University of Bari Aldo Moro","host_organization_lineage":["https://openalex.org/I5561750"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.5699999928474426,"display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G8111947878","display_name":null,"funder_award_id":"1811441","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W191098608","https://openalex.org/W1509669977","https://openalex.org/W1522301498","https://openalex.org/W1533861849","https://openalex.org/W1551618785","https://openalex.org/W1775772884","https://openalex.org/W1978779053","https://openalex.org/W1985987493","https://openalex.org/W1997741525","https://openalex.org/W2008704879","https://openalex.org/W2028138594","https://openalex.org/W2048679005","https://openalex.org/W2085989833","https://openalex.org/W2106411961","https://openalex.org/W2113207845","https://openalex.org/W2136504847","https://openalex.org/W2138550913","https://openalex.org/W2145494108","https://openalex.org/W2146211060","https://openalex.org/W2156204309","https://openalex.org/W2156387975","https://openalex.org/W2165698076","https://openalex.org/W2342408547","https://openalex.org/W2343828539","https://openalex.org/W2407536635","https://openalex.org/W2408793237","https://openalex.org/W2464629196","https://openalex.org/W2591712613","https://openalex.org/W2753594008","https://openalex.org/W2766537588","https://openalex.org/W2767094836","https://openalex.org/W2783531963","https://openalex.org/W2783741806","https://openalex.org/W2789828921","https://openalex.org/W2809614429","https://openalex.org/W2884282566","https://openalex.org/W2887280559","https://openalex.org/W2891432086","https://openalex.org/W2900501704","https://openalex.org/W2903158431","https://openalex.org/W2911964244","https://openalex.org/W2912994240","https://openalex.org/W2962772482","https://openalex.org/W2963197901","https://openalex.org/W2963491601","https://openalex.org/W2963852406","https://openalex.org/W2964067969","https://openalex.org/W2969244304","https://openalex.org/W2969476445","https://openalex.org/W2974859516","https://openalex.org/W2982790730","https://openalex.org/W3010704846","https://openalex.org/W3020975691","https://openalex.org/W3096425977","https://openalex.org/W3100503250","https://openalex.org/W3102015031","https://openalex.org/W3126140213","https://openalex.org/W3153208318","https://openalex.org/W3155052204","https://openalex.org/W3157331533","https://openalex.org/W3161599138","https://openalex.org/W3180062783","https://openalex.org/W3204639595","https://openalex.org/W3205184492","https://openalex.org/W4299301436","https://openalex.org/W6766726207"],"related_works":["https://openalex.org/W2166166070","https://openalex.org/W4376624795","https://openalex.org/W2394374262","https://openalex.org/W2382434019","https://openalex.org/W2375066369","https://openalex.org/W2620598574","https://openalex.org/W4320027659","https://openalex.org/W2186207034","https://openalex.org/W2368750195","https://openalex.org/W793625100"],"abstract_inverted_index":{"Despite":[0],"decades":[1],"of":[2,35],"research":[3],"in":[4,11],"network":[5,14],"traffic":[6],"analysis":[7],"and":[8],"incredible":[9],"advances":[10],"artificial":[12],"intelligence,":[13],"intrusion":[15,49],"detection":[16,50],"systems":[17],"based":[18],"on":[19],"machine":[20],"learning":[21],"(ML)":[22],"have":[23],"yet":[24],"to":[25],"prove":[26],"their":[27],"worth.":[28],"One":[29],"core":[30],"obstacle":[31],"is":[32],"the":[33],"existence":[34],"concept":[36],"drift,":[37],"an":[38],"issue":[39],"for":[40],"all":[41],"adversary-facing":[42],"security":[43,55],"systems.":[44],"Additionally,":[45],"specific":[46],"challenges":[47],"set":[48],"apart":[51],"from":[52],"other":[53],"ML-based":[54],"tasks,":[56],"such":[57],"as":[58],"malware":[59],"detection.":[60]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":36},{"year":2024,"cited_by_count":31},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2021-11-08T00:00:00"}
