{"id":"https://openalex.org/W3153780661","doi":"https://doi.org/10.1145/3445970.3456286","title":"AI vs. AI: Exploring the Intersections of AI and Cybersecurity","display_name":"AI vs. AI: Exploring the Intersections of AI and Cybersecurity","publication_year":2021,"publication_date":"2021-04-10","ids":{"openalex":"https://openalex.org/W3153780661","doi":"https://doi.org/10.1145/3445970.3456286","mag":"3153780661"},"language":"en","primary_location":{"id":"doi:10.1145/3445970.3456286","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3445970.3456286","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2021 ACM Workshop on Security and Privacy Analytics","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/A5040348286","display_name":"Ian Molloy","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114115","display_name":"IBM Research - Thomas J. Watson Research Center","ror":"https://ror.org/0265w5591","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ian Molloy","raw_affiliation_strings":["IBM T.J. Watson Research Center, Yorktown Heights, NY, USA"],"affiliations":[{"raw_affiliation_string":"IBM T.J. Watson Research Center, Yorktown Heights, NY, USA","institution_ids":["https://openalex.org/I4210114115"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111366518","display_name":"Josyula R. Rao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114115","display_name":"IBM Research - Thomas J. Watson Research Center","ror":"https://ror.org/0265w5591","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Josyula R. Rao","raw_affiliation_strings":["IBM T.J. Watson Research Center, Yorktown Heights, NY, USA"],"affiliations":[{"raw_affiliation_string":"IBM T.J. Watson Research Center, Yorktown Heights, NY, USA","institution_ids":["https://openalex.org/I4210114115"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028670480","display_name":"Marc Ph. Stoecklin","orcid":null},"institutions":[{"id":"https://openalex.org/I4210126328","display_name":"IBM Research - Zurich","ror":"https://ror.org/02js37d36","country_code":"CH","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126328"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Marc Ph. Stoecklin","raw_affiliation_strings":["IBM Zurich Research Lab, Zurich, Switzerland"],"affiliations":[{"raw_affiliation_string":"IBM Zurich Research Lab, Zurich, Switzerland","institution_ids":["https://openalex.org/I4210126328"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5040348286"],"corresponding_institution_ids":["https://openalex.org/I4210114115"],"apc_list":null,"apc_paid":null,"fwci":0.1528,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.47311057,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9883999824523926,"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":0.9883999824523926,"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":0.9632999897003174,"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/T10734","display_name":"Information and Cyber Security","score":0.9627000093460083,"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-security","display_name":"Computer security","score":0.8220188617706299},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.7384161949157715},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.701651394367218},{"id":"https://openalex.org/keywords/scope","display_name":"Scope (computer science)","score":0.6031020879745483},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5288413763046265},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.46972930431365967},{"id":"https://openalex.org/keywords/cloud-computing-security","display_name":"Cloud computing security","score":0.411678284406662},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.2943710684776306}],"concepts":[{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.8220188617706299},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.7384161949157715},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.701651394367218},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.6031020879745483},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5288413763046265},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.46972930431365967},{"id":"https://openalex.org/C184842701","wikidata":"https://www.wikidata.org/wiki/Q370563","display_name":"Cloud computing security","level":3,"score":0.411678284406662},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.2943710684776306},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3445970.3456286","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3445970.3456286","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2021 ACM Workshop on Security and Privacy Analytics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2097492617","https://openalex.org/W2753240997","https://openalex.org/W1764168690","https://openalex.org/W2537959205","https://openalex.org/W4241523039","https://openalex.org/W2740895074","https://openalex.org/W2772446090","https://openalex.org/W4284893819","https://openalex.org/W2360028903","https://openalex.org/W4280543773"],"abstract_inverted_index":{"The":[0],"future":[1],"of":[2,16,27,41,84,103,112,120],"cybersecurity":[3],"will":[4,44],"pit":[5],"AI":[6,17,31,50,104],"against":[7],"AI.":[8],"In":[9],"this":[10],"talk,":[11],"we":[12],"explore":[13],"the":[14,25,36,63,82,93,101],"role":[15,26],"in":[18,29,67,75,109],"strengthening":[19],"security":[20,28,68,94,113,135],"defenses":[21],"as":[22,24,123],"well":[23],"protecting":[30],"services.":[32],"We":[33],"expect":[34],"that":[35,54],"scale,":[37],"scope":[38],"and":[39,60,87,96,105,126,129,137],"frequency":[40],"cyber":[42],"attacks":[43,53],"increase":[45],"disruptively":[46],"with":[47,81,100],"attackers":[48],"harnessing":[49],"to":[51,78,89],"develop":[52],"are":[55,71,98],"even":[56],"more":[57],"targeted,":[58],"sophisticated":[59],"evasive.":[61],"At":[62],"same":[64],"time,":[65],"analysts":[66],"operations":[69],"centers":[70],"being":[72],"increasingly":[73],"overwhelmed":[74],"their":[76],"efforts":[77],"keep":[79],"up":[80],"tasks":[83],"detecting,":[85],"managing":[86],"responding":[88],"attacks.":[90],"To":[91],"cope,":[92],"industry":[95],"practitioners":[97],"experimenting":[99],"application":[102],"machine":[106],"learning":[107],"technologies":[108],"different":[110],"areas":[111,121],"operations.":[114],"These":[115],"include":[116],"a":[117],"diverse":[118],"set":[119],"such":[122],"detecting":[124],"(mis)behaviors":[125],"malware,":[127],"extracting":[128],"consolidating":[130],"threat":[131],"intelligence,":[132],"reasoning":[133],"over":[134],"alerts,":[136],"recommending":[138],"countermeasures":[139],"and/or":[140],"protective":[141],"measures.":[142]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
