{"id":"https://openalex.org/W4380715201","doi":"https://doi.org/10.1007/978-3-031-36096-1_5","title":"Generative Methods for Out-of-distribution Prediction and Applications for Threat Detection and Analysis: A Short Review","display_name":"Generative Methods for Out-of-distribution Prediction and Applications for Threat Detection and Analysis: A Short Review","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4380715201","doi":"https://doi.org/10.1007/978-3-031-36096-1_5"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-36096-1_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-36096-1_5","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5092023687","display_name":"Erica Coppolillo","orcid":null},"institutions":[{"id":"https://openalex.org/I3005160176","display_name":"Institute for High Performance Computing and Networking","ror":"https://ror.org/04r5fge26","country_code":"IT","type":"facility","lineage":["https://openalex.org/I3005160176","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I45204951","display_name":"University of Calabria","ror":"https://ror.org/02rc97e94","country_code":"IT","type":"education","lineage":["https://openalex.org/I45204951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Erica Coppolillo","raw_affiliation_strings":["Department of Mathematics and Computer Science, University of Calabria, Rende, Italy","Institute for High Performance Computing and Networking of Italian National Research Council, Rende, Italy"],"raw_orcid":"https://orcid.org/0000-0002-4670-8157","affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Calabria, Rende, Italy","institution_ids":["https://openalex.org/I45204951"]},{"raw_affiliation_string":"Institute for High Performance Computing and Networking of Italian National Research Council, Rende, Italy","institution_ids":["https://openalex.org/I3005160176","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013104931","display_name":"Angelica Liguori","orcid":"https://orcid.org/0000-0001-9402-7375"},"institutions":[{"id":"https://openalex.org/I3005160176","display_name":"Institute for High Performance Computing and Networking","ror":"https://ror.org/04r5fge26","country_code":"IT","type":"facility","lineage":["https://openalex.org/I3005160176","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I45204951","display_name":"University of Calabria","ror":"https://ror.org/02rc97e94","country_code":"IT","type":"education","lineage":["https://openalex.org/I45204951"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Angelica Liguori","raw_affiliation_strings":["Department of Computer Engineering, Modeling, Electronics and Systems, University of Calabria, Rende, Italy","Institute for High Performance Computing and Networking of Italian National Research Council, Rende, Italy"],"raw_orcid":"https://orcid.org/0000-0001-9402-7375","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Modeling, Electronics and Systems, University of Calabria, Rende, Italy","institution_ids":["https://openalex.org/I45204951"]},{"raw_affiliation_string":"Institute for High Performance Computing and Networking of Italian National Research Council, Rende, Italy","institution_ids":["https://openalex.org/I3005160176","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025844977","display_name":"Massimo Guarascio","orcid":"https://orcid.org/0000-0001-7711-9833"},"institutions":[{"id":"https://openalex.org/I3005160176","display_name":"Institute for High Performance Computing and Networking","ror":"https://ror.org/04r5fge26","country_code":"IT","type":"facility","lineage":["https://openalex.org/I3005160176","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Massimo Guarascio","raw_affiliation_strings":["Institute for High Performance Computing and Networking of Italian National Research Council, Rende, Italy"],"raw_orcid":"https://orcid.org/0000-0001-7711-9833","affiliations":[{"raw_affiliation_string":"Institute for High Performance Computing and Networking of Italian National Research Council, Rende, Italy","institution_ids":["https://openalex.org/I3005160176","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089644793","display_name":"Francesco Sergio Pisani","orcid":"https://orcid.org/0000-0003-2922-0835"},"institutions":[{"id":"https://openalex.org/I3005160176","display_name":"Institute for High Performance Computing and Networking","ror":"https://ror.org/04r5fge26","country_code":"IT","type":"facility","lineage":["https://openalex.org/I3005160176","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Sergio Pisani","raw_affiliation_strings":["Institute for High Performance Computing and Networking of Italian National Research Council, Rende, Italy"],"raw_orcid":"https://orcid.org/0000-0003-2922-0835","affiliations":[{"raw_affiliation_string":"Institute for High Performance Computing and Networking of Italian National Research Council, Rende, Italy","institution_ids":["https://openalex.org/I3005160176","https://openalex.org/I4210155236"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004372595","display_name":"Giuseppe Manco","orcid":"https://orcid.org/0000-0001-9672-3833"},"institutions":[{"id":"https://openalex.org/I3005160176","display_name":"Institute for High Performance Computing and Networking","ror":"https://ror.org/04r5fge26","country_code":"IT","type":"facility","lineage":["https://openalex.org/I3005160176","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Manco","raw_affiliation_strings":["Institute for High Performance Computing and Networking of Italian National Research Council, Rende, Italy"],"raw_orcid":"https://orcid.org/0000-0001-9672-3833","affiliations":[{"raw_affiliation_string":"Institute for High Performance Computing and Networking of Italian National Research Council, Rende, Italy","institution_ids":["https://openalex.org/I3005160176","https://openalex.org/I4210155236"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5013104931"],"corresponding_institution_ids":["https://openalex.org/I3005160176","https://openalex.org/I4210155236","https://openalex.org/I45204951"],"apc_list":null,"apc_paid":null,"fwci":0.8226,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.72498987,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"65","last_page":"79"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9998999834060669,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9994000196456909,"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":0.9987000226974487,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7952526211738586},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7308109998703003},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6922065019607544},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.4732559025287628},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.47166526317596436},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.44377201795578003},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.42929571866989136},{"id":"https://openalex.org/keywords/misinformation","display_name":"Misinformation","score":0.4227352738380432},{"id":"https://openalex.org/keywords/margin","display_name":"Margin (machine learning)","score":0.4173554480075836},{"id":"https://openalex.org/keywords/suspect","display_name":"Suspect","score":0.414179265499115},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3314400315284729}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7952526211738586},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7308109998703003},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6922065019607544},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.4732559025287628},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.47166526317596436},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.44377201795578003},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.42929571866989136},{"id":"https://openalex.org/C2776990098","wikidata":"https://www.wikidata.org/wiki/Q13579947","display_name":"Misinformation","level":2,"score":0.4227352738380432},{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.4173554480075836},{"id":"https://openalex.org/C2778223634","wikidata":"https://www.wikidata.org/wiki/Q224952","display_name":"Suspect","level":2,"score":0.414179265499115},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3314400315284729},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-36096-1_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-36096-1_5","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},{"id":"pmh:oai:it.cnr:prodotti:486181","is_oa":false,"landing_page_url":"http://www.cnr.it/prodotto/i/486181","pdf_url":null,"source":{"id":"https://openalex.org/S7407055101","display_name":"CNR ExploRA","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"info:cnr-pdr/source/autori:Erica Coppolillo and Angelica Liguori and Massimo Guarascio and Francesco Sergio Pisani and Giuseppe Manco/titolo:Generative Methods for Out-of-distribution Prediction and Applications for Threat Detection and Analysis: A Short Review/titolo_volume:Digital Sovereignty in Cyber Security: New Challenges in Future Vision. CyberSec4Europe 2022/curatori_volume:Skarmeta, A., Canavese, D., Lioy, A., Matheu, S./editore:/anno:2023","raw_type":"info:eu-repo/semantics/bookPart"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.44999998807907104,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1876967670","https://openalex.org/W2064675550","https://openalex.org/W2105497548","https://openalex.org/W2122646361","https://openalex.org/W2144499799","https://openalex.org/W2160841769","https://openalex.org/W2296719434","https://openalex.org/W2599354622","https://openalex.org/W2621614835","https://openalex.org/W2743138268","https://openalex.org/W2744095836","https://openalex.org/W2779931100","https://openalex.org/W2803255133","https://openalex.org/W2804769055","https://openalex.org/W2889677435","https://openalex.org/W2900587877","https://openalex.org/W2902758299","https://openalex.org/W2905016119","https://openalex.org/W2910626581","https://openalex.org/W2911200746","https://openalex.org/W2914570111","https://openalex.org/W2919115771","https://openalex.org/W2963045681","https://openalex.org/W2963115556","https://openalex.org/W2973628901","https://openalex.org/W2978971541","https://openalex.org/W3006520502","https://openalex.org/W3036798749","https://openalex.org/W3049411625","https://openalex.org/W3089028909","https://openalex.org/W3106196258","https://openalex.org/W3111546955","https://openalex.org/W3129166376","https://openalex.org/W3131088496","https://openalex.org/W3205886849","https://openalex.org/W4205388843","https://openalex.org/W4207051586","https://openalex.org/W4221148950","https://openalex.org/W4225162169","https://openalex.org/W4253461361"],"related_works":["https://openalex.org/W2968586400","https://openalex.org/W4316087074","https://openalex.org/W3044458868","https://openalex.org/W2942650110","https://openalex.org/W2188129033","https://openalex.org/W4376870251","https://openalex.org/W2785509559","https://openalex.org/W4311731935","https://openalex.org/W4313304796","https://openalex.org/W4380715201"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}