{"id":"https://openalex.org/W4312339135","doi":"https://doi.org/10.1007/978-3-031-15030-2_6","title":"Offensive Machine Learning Methods and the Cyber Kill Chain","display_name":"Offensive Machine Learning Methods and the Cyber Kill Chain","publication_year":2022,"publication_date":"2022-08-01","ids":{"openalex":"https://openalex.org/W4312339135","doi":"https://doi.org/10.1007/978-3-031-15030-2_6"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-15030-2_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-15030-2_6","pdf_url":null,"source":{"id":"https://openalex.org/S4306417712","display_name":"Artificial Intelligence and Cybersecurity","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":"Artificial Intelligence and Cybersecurity","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://jyx.jyu.fi/bitstreams/b209ec98-1fb1-4ce1-8686-3f7df4fdbbe5/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036288913","display_name":"Hannu Turtiainen","orcid":"https://orcid.org/0000-0002-7631-620X"},"institutions":[{"id":"https://openalex.org/I94722563","display_name":"University of Jyv\u00e4skyl\u00e4","ror":"https://ror.org/05n3dz165","country_code":"FI","type":"education","lineage":["https://openalex.org/I94722563"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Hannu Turtiainen","raw_affiliation_strings":["University of Jyv\u00e4skyl\u00e4, Jyv\u00e4skyl\u00e4, Finland"],"affiliations":[{"raw_affiliation_string":"University of Jyv\u00e4skyl\u00e4, Jyv\u00e4skyl\u00e4, Finland","institution_ids":["https://openalex.org/I94722563"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060661495","display_name":"Andrei Costin","orcid":"https://orcid.org/0000-0002-2704-9715"},"institutions":[{"id":"https://openalex.org/I94722563","display_name":"University of Jyv\u00e4skyl\u00e4","ror":"https://ror.org/05n3dz165","country_code":"FI","type":"education","lineage":["https://openalex.org/I94722563"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Andrei Costin","raw_affiliation_strings":["University of Jyv\u00e4skyl\u00e4, Jyv\u00e4skyl\u00e4, Finland"],"affiliations":[{"raw_affiliation_string":"University of Jyv\u00e4skyl\u00e4, Jyv\u00e4skyl\u00e4, Finland","institution_ids":["https://openalex.org/I94722563"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058021267","display_name":"Alex Polyakov","orcid":"https://orcid.org/0000-0002-4535-1854"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alex Polyakov","raw_affiliation_strings":["Adversa.AI, Tel Aviv, Israel"],"affiliations":[{"raw_affiliation_string":"Adversa.AI, Tel Aviv, Israel","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036786418","display_name":"Timo H\u00e4m\u00e4l\u00e4inen","orcid":"https://orcid.org/0000-0002-4168-9102"},"institutions":[{"id":"https://openalex.org/I94722563","display_name":"University of Jyv\u00e4skyl\u00e4","ror":"https://ror.org/05n3dz165","country_code":"FI","type":"education","lineage":["https://openalex.org/I94722563"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Timo H\u00e4m\u00e4l\u00e4inen","raw_affiliation_strings":["University of Jyv\u00e4skyl\u00e4, Jyv\u00e4skyl\u00e4, Finland"],"affiliations":[{"raw_affiliation_string":"University of Jyv\u00e4skyl\u00e4, Jyv\u00e4skyl\u00e4, Finland","institution_ids":["https://openalex.org/I94722563"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5036288913"],"corresponding_institution_ids":["https://openalex.org/I94722563"],"apc_list":null,"apc_paid":null,"fwci":0.6852,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.74041711,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"125","last_page":"145"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","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/T11689","display_name":"Adversarial Robustness in Machine Learning","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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.998199999332428,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9969000220298767,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/offensive","display_name":"Offensive","score":0.9634944200515747},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42580902576446533},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4082823097705841},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2397332787513733},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.14115247130393982}],"concepts":[{"id":"https://openalex.org/C176856949","wikidata":"https://www.wikidata.org/wiki/Q2001676","display_name":"Offensive","level":2,"score":0.9634944200515747},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42580902576446533},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4082823097705841},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2397332787513733},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.14115247130393982}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-15030-2_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-15030-2_6","pdf_url":null,"source":{"id":"https://openalex.org/S4306417712","display_name":"Artificial Intelligence and Cybersecurity","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":"Artificial Intelligence and Cybersecurity","raw_type":"book-chapter"},{"id":"pmh:oai:jyx.jyu.fi:123456789/92743","is_oa":true,"landing_page_url":"http://urn.fi/URN:NBN:fi:jyu-202401121244","pdf_url":"https://jyx.jyu.fi/bitstreams/b209ec98-1fb1-4ce1-8686-3f7df4fdbbe5/download","source":{"id":"https://openalex.org/S4306400563","display_name":"Jyv\u00e4skyl\u00e4 University Digital Archive (University of Jyv\u00e4skyl\u00e4)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I94722563","host_organization_name":"University of Jyv\u00e4skyl\u00e4","host_organization_lineage":["https://openalex.org/I94722563"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"A3"}],"best_oa_location":{"id":"pmh:oai:jyx.jyu.fi:123456789/92743","is_oa":true,"landing_page_url":"http://urn.fi/URN:NBN:fi:jyu-202401121244","pdf_url":"https://jyx.jyu.fi/bitstreams/b209ec98-1fb1-4ce1-8686-3f7df4fdbbe5/download","source":{"id":"https://openalex.org/S4306400563","display_name":"Jyv\u00e4skyl\u00e4 University Digital Archive (University of Jyv\u00e4skyl\u00e4)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I94722563","host_organization_name":"University of Jyv\u00e4skyl\u00e4","host_organization_lineage":["https://openalex.org/I94722563"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"A3"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.5799999833106995}],"awards":[{"id":"https://openalex.org/G4431648444","display_name":null,"funder_award_id":"00211119","funder_id":"https://openalex.org/F4320321726","funder_display_name":"Suomen Kulttuurirahasto"}],"funders":[{"id":"https://openalex.org/F4320321726","display_name":"Suomen Kulttuurirahasto","ror":"https://ror.org/027xav248"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4312339135.pdf","grobid_xml":"https://content.openalex.org/works/W4312339135.grobid-xml"},"referenced_works_count":60,"referenced_works":["https://openalex.org/W203252516","https://openalex.org/W1488616864","https://openalex.org/W2007657822","https://openalex.org/W2014051288","https://openalex.org/W2026997090","https://openalex.org/W2051267297","https://openalex.org/W2051990174","https://openalex.org/W2057698738","https://openalex.org/W2116241551","https://openalex.org/W2118931532","https://openalex.org/W2135200607","https://openalex.org/W2162969618","https://openalex.org/W2293768274","https://openalex.org/W2297419069","https://openalex.org/W2404532944","https://openalex.org/W2512667584","https://openalex.org/W2528572867","https://openalex.org/W2535690855","https://openalex.org/W2535873859","https://openalex.org/W2541711310","https://openalex.org/W2593459094","https://openalex.org/W2594717275","https://openalex.org/W2613548641","https://openalex.org/W2693668331","https://openalex.org/W2753783305","https://openalex.org/W2759491482","https://openalex.org/W2789304371","https://openalex.org/W2900853407","https://openalex.org/W2908954810","https://openalex.org/W2911736987","https://openalex.org/W2928167276","https://openalex.org/W2946366582","https://openalex.org/W2962755762","https://openalex.org/W2963279879","https://openalex.org/W2963532563","https://openalex.org/W2970404429","https://openalex.org/W2973512984","https://openalex.org/W2980104381","https://openalex.org/W2993623323","https://openalex.org/W3004437357","https://openalex.org/W3004908285","https://openalex.org/W3007362356","https://openalex.org/W3007481080","https://openalex.org/W3015464542","https://openalex.org/W3042565595","https://openalex.org/W3082830450","https://openalex.org/W3088840543","https://openalex.org/W3095319910","https://openalex.org/W3095376191","https://openalex.org/W3096418565","https://openalex.org/W3098102491","https://openalex.org/W3108531589","https://openalex.org/W3211224638","https://openalex.org/W4234238647","https://openalex.org/W6601365666","https://openalex.org/W6602311867","https://openalex.org/W6604047254","https://openalex.org/W6604801084","https://openalex.org/W6609849920","https://openalex.org/W6817228795"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W1568520348","https://openalex.org/W3214407891","https://openalex.org/W3194113117","https://openalex.org/W3213194066","https://openalex.org/W4287020359","https://openalex.org/W268355439","https://openalex.org/W2967125893","https://openalex.org/W4385323698","https://openalex.org/W2385362579"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-22T08:09:32.410652","created_date":"2025-10-10T00:00:00"}
