{"id":"https://openalex.org/W2989541234","doi":"https://doi.org/10.1145/3319535.3353556","title":"AISec'19","display_name":"AISec'19","publication_year":2019,"publication_date":"2019-11-06","ids":{"openalex":"https://openalex.org/W2989541234","doi":"https://doi.org/10.1145/3319535.3353556","mag":"2989541234"},"language":"en","primary_location":{"id":"doi:10.1145/3319535.3353556","is_oa":false,"landing_page_url":"http://doi.org/10.1145/3319535.3353556","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications 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/A5101418350","display_name":"Sadia Afroz","orcid":"https://orcid.org/0000-0002-8427-0635"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]},{"id":"https://openalex.org/I134446601","display_name":"Berkeley College","ror":"https://ror.org/02xewxa75","country_code":"US","type":"education","lineage":["https://openalex.org/I134446601"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sadia Afroz","raw_affiliation_strings":["UC Berkeley, Berkeley, CA, USA"],"affiliations":[{"raw_affiliation_string":"UC Berkeley, Berkeley, CA, USA","institution_ids":["https://openalex.org/I134446601","https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008367647","display_name":"Battista Biggio","orcid":"https://orcid.org/0000-0001-7752-509X"},"institutions":[{"id":"https://openalex.org/I172446870","display_name":"University of Cagliari","ror":"https://ror.org/003109y17","country_code":"IT","type":"education","lineage":["https://openalex.org/I172446870"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Battista Biggio","raw_affiliation_strings":["University of Cagliari, Cagliari, Italy"],"affiliations":[{"raw_affiliation_string":"University of Cagliari, Cagliari, Italy","institution_ids":["https://openalex.org/I172446870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034257647","display_name":"Nicholas Carlini","orcid":"https://orcid.org/0000-0002-1463-3461"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nicholas Carlini","raw_affiliation_strings":["Google Brain, San Francisco, Bay Area, CA, USA"],"affiliations":[{"raw_affiliation_string":"Google Brain, San Francisco, Bay Area, CA, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072913672","display_name":"Yuval Elovici","orcid":"https://orcid.org/0000-0002-9641-128X"},"institutions":[{"id":"https://openalex.org/I124227911","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982","country_code":"IL","type":"education","lineage":["https://openalex.org/I124227911"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Yuval Elovici","raw_affiliation_strings":["Ben-Gurion University of the Negev, Beersheba, Israel"],"affiliations":[{"raw_affiliation_string":"Ben-Gurion University of the Negev, Beersheba, Israel","institution_ids":["https://openalex.org/I124227911"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002391103","display_name":"Asaf Shabtai","orcid":"https://orcid.org/0000-0003-0630-4059"},"institutions":[{"id":"https://openalex.org/I124227911","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982","country_code":"IL","type":"education","lineage":["https://openalex.org/I124227911"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Asaf Shabtai","raw_affiliation_strings":["Ben-Gurion University of the Negev, Beersheba, Israel"],"affiliations":[{"raw_affiliation_string":"Ben-Gurion University of the Negev, Beersheba, Israel","institution_ids":["https://openalex.org/I124227911"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101418350"],"corresponding_institution_ids":["https://openalex.org/I134446601","https://openalex.org/I95457486"],"apc_list":null,"apc_paid":null,"fwci":0.1768,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.55705575,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"2707","last_page":"2708"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9678000211715698,"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":0.9678000211715698,"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/T12034","display_name":"Digital and Cyber Forensics","score":0.947700023651123,"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"}},{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9240000247955322,"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":0.750758171081543},{"id":"https://openalex.org/keywords/intersection","display_name":"Intersection (aeronautics)","score":0.6154873967170715},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5147840976715088},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4353601336479187},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3741410970687866},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10779786109924316}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.750758171081543},{"id":"https://openalex.org/C64543145","wikidata":"https://www.wikidata.org/wiki/Q162942","display_name":"Intersection (aeronautics)","level":2,"score":0.6154873967170715},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5147840976715088},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4353601336479187},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3741410970687866},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10779786109924316},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3319535.3353556","is_oa":false,"landing_page_url":"http://doi.org/10.1145/3319535.3353556","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unica.it:11584/281911","is_oa":false,"landing_page_url":"http://hdl.handle.net/11584/281911","pdf_url":null,"source":{"id":"https://openalex.org/S4377196293","display_name":"UNICA IRIS Institutional Research Information System (University of Cagliari)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172446870","host_organization_name":"University of Cagliari","host_organization_lineage":["https://openalex.org/I172446870"],"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/conferencePaper"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8100000023841858,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"Recent":[0],"years":[1],"have":[2],"seen":[3],"a":[4,48,120],"dramatic":[5],"increase":[6],"in":[7,45,66,69,156],"applications":[8],"of":[9,50,63,90,108,122,131,145,159],"Artificial":[10,138],"Intelligence":[11,139],"(AI)":[12],"and":[13,19,25,34,42,115,129,140,152,161,165],"Machine":[14],"Learning":[15],"(ML)":[16],"to":[17,57,74,98,105,126],"security":[18,84,94,160],"privacy":[20,123,162],"problems.":[21],"The":[22,61,86,133],"analytic":[23],"tools":[24],"intelligent":[26,78],"behavior":[27],"provided":[28],"by":[29],"these":[30],"techniques":[31,118],"make":[32],"AI":[33,164],"ML":[35],"increasingly":[36],"important":[37],"for":[38,83,150],"autonomous":[39],"real-time":[40],"analysis":[41],"decision":[43],"making":[44],"domains":[46],"with":[47,163],"wealth":[49,121],"data":[51,113],"or":[52,76],"that":[53],"require":[54],"quick":[55],"reactions":[56],"constantly":[58],"changing":[59],"situations.":[60],"use":[62],"learning":[64,117],"methods":[65],"security-sensitive":[67],"domains,":[68],"which":[70],"adversaries":[71],"may":[72],"attempt":[73],"mislead":[75],"evade":[77],"machines,":[79],"creates":[80],"new":[81,154],"frontiers":[82],"research.":[85,110],"recent":[87],"widespread":[88],"adoption":[89],"deep-learning":[91],"techniques,":[92],"whose":[93],"properties":[95],"are":[96],"difficult":[97],"reason":[99],"about":[100],"directly,":[101],"has":[102],"only":[103],"added":[104],"the":[106,127,146,157],"importance":[107],"this":[109],"In":[111],"addition,":[112],"mining":[114],"machine":[116],"create":[119],"issues,":[124],"due":[125],"abundance":[128],"accessibility":[130],"data.":[132],"12th":[134],"ACM":[135],"Workshop":[136],"on":[137],"Security":[141],"(AISec)":[142],"is":[143],"one":[144],"historical,":[147],"leading":[148],"venues":[149],"presenting":[151],"discussing":[153],"developments":[155],"intersection":[158],"ML.":[166]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2019-11-22T00:00:00"}