{"id":"https://openalex.org/W2031910065","doi":"https://doi.org/10.1145/2746194.2746205","title":"Detecting abnormal user behavior through pattern-mining input device analytics","display_name":"Detecting abnormal user behavior through pattern-mining input device analytics","publication_year":2015,"publication_date":"2015-04-17","ids":{"openalex":"https://openalex.org/W2031910065","doi":"https://doi.org/10.1145/2746194.2746205","mag":"2031910065"},"language":"en","primary_location":{"id":"doi:10.1145/2746194.2746205","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2746194.2746205","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 Symposium and Bootcamp on the Science of 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/A5007243343","display_name":"Ignacio X. Dom\u00ednguez","orcid":null},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ignacio X. Dom\u00ednguez","raw_affiliation_strings":["North Carolina State University, Raleigh, NC","North Carolina State University, Raleigh, NC;"],"affiliations":[{"raw_affiliation_string":"North Carolina State University, Raleigh, NC","institution_ids":["https://openalex.org/I137902535"]},{"raw_affiliation_string":"North Carolina State University, Raleigh, NC;","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020004226","display_name":"Alok Kumar Goel","orcid":"https://orcid.org/0000-0001-9198-9747"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alok Goel","raw_affiliation_strings":["North Carolina State University, Raleigh, NC","North Carolina State University, Raleigh, NC;"],"affiliations":[{"raw_affiliation_string":"North Carolina State University, Raleigh, NC","institution_ids":["https://openalex.org/I137902535"]},{"raw_affiliation_string":"North Carolina State University, Raleigh, NC;","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012351691","display_name":"David L. Roberts","orcid":"https://orcid.org/0000-0001-7872-4840"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David L. Roberts","raw_affiliation_strings":["North Carolina State University, Raleigh, NC","North Carolina State University, Raleigh, NC;"],"affiliations":[{"raw_affiliation_string":"North Carolina State University, Raleigh, NC","institution_ids":["https://openalex.org/I137902535"]},{"raw_affiliation_string":"North Carolina State University, Raleigh, NC;","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056937629","display_name":"Robert St. Amant","orcid":"https://orcid.org/0000-0003-1417-9278"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert St. Amant","raw_affiliation_strings":["North Carolina State University, Raleigh, NC","North Carolina State University, Raleigh, NC;"],"affiliations":[{"raw_affiliation_string":"North Carolina State University, Raleigh, NC","institution_ids":["https://openalex.org/I137902535"]},{"raw_affiliation_string":"North Carolina State University, Raleigh, NC;","institution_ids":["https://openalex.org/I137902535"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5007243343"],"corresponding_institution_ids":["https://openalex.org/I137902535"],"apc_list":null,"apc_paid":null,"fwci":1.5892,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.87553915,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11800","display_name":"User Authentication and Security Systems","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T11800","display_name":"User Authentication and Security Systems","score":0.9990000128746033,"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":0.9973000288009644,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9764000177383423,"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/cheating","display_name":"Cheating","score":0.9444785714149475},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7606836557388306},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7304791808128357},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5473237037658691},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5401491522789001},{"id":"https://openalex.org/keywords/behavioral-pattern","display_name":"Behavioral pattern","score":0.5044316053390503},{"id":"https://openalex.org/keywords/computer-mouse","display_name":"Computer mouse","score":0.41539183259010315},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37173759937286377},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.31344276666641235},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1058998703956604},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0698053240776062}],"concepts":[{"id":"https://openalex.org/C2778024590","wikidata":"https://www.wikidata.org/wiki/Q2357432","display_name":"Cheating","level":2,"score":0.9444785714149475},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7606836557388306},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7304791808128357},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5473237037658691},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5401491522789001},{"id":"https://openalex.org/C83804111","wikidata":"https://www.wikidata.org/wiki/Q1063558","display_name":"Behavioral pattern","level":2,"score":0.5044316053390503},{"id":"https://openalex.org/C2984590833","wikidata":"https://www.wikidata.org/wiki/Q7987","display_name":"Computer mouse","level":2,"score":0.41539183259010315},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37173759937286377},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.31344276666641235},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1058998703956604},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0698053240776062},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2746194.2746205","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2746194.2746205","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 Symposium and Bootcamp on the Science of Security","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.5}],"awards":[],"funders":[{"id":"https://openalex.org/F4320311089","display_name":"National Security Agency","ror":"https://ror.org/0047bvr32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1552906779","https://openalex.org/W1913306154","https://openalex.org/W1981061800","https://openalex.org/W2048498434","https://openalex.org/W2062294159","https://openalex.org/W2063839866","https://openalex.org/W2083358597","https://openalex.org/W2093197020","https://openalex.org/W2099794055","https://openalex.org/W2108852225","https://openalex.org/W2110320325","https://openalex.org/W2115601549","https://openalex.org/W2129841138","https://openalex.org/W2136891475","https://openalex.org/W2158804777","https://openalex.org/W2179427518","https://openalex.org/W2911964244","https://openalex.org/W2997591727","https://openalex.org/W3120126283","https://openalex.org/W4235797544","https://openalex.org/W4239127880"],"related_works":["https://openalex.org/W2012288173","https://openalex.org/W1968538666","https://openalex.org/W2097662580","https://openalex.org/W3199302685","https://openalex.org/W2344072770","https://openalex.org/W2389163612","https://openalex.org/W2065650938","https://openalex.org/W2365256465","https://openalex.org/W2363831685","https://openalex.org/W4290547606"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,12,25,28],"method":[4],"for":[5,91,100,110],"detecting":[6],"patterns":[7,57],"in":[8,112],"the":[9,32,38,47,50,104],"usage":[10],"of":[11,31,49,62,103],"computer":[13,29],"mouse":[14,55],"that":[15,41],"can":[16],"give":[17],"insights":[18],"into":[19],"user's":[20],"cognitive":[21],"processes.":[22],"We":[23,71],"conducted":[24],"study":[26],"using":[27,79],"version":[30],"Memory":[33],"game":[34],"(also":[35],"known":[36],"as":[37],"Concentration":[39],"game)":[40],"allowed":[42],"some":[43],"participants":[44],"to":[45,58,68,75],"reveal":[46],"content":[48],"tiles,":[51],"expecting":[52],"their":[53],"low-level":[54],"interaction":[56],"deviate":[59],"from":[60],"those":[61],"normal":[63],"players":[64,92,114],"with":[65,88,107],"no":[66],"access":[67],"this":[69],"information.":[70],"then":[72,117],"trained":[73],"models":[74,85],"detect":[76],"these":[77],"differences":[78],"task-independent":[80],"input":[81],"device":[82],"features.":[83],"The":[84],"detected":[86],"cheating":[87,119],"98.73%":[89],"accuracy":[90,109],"who":[93],"cheated":[94],"or":[95],"did":[96],"not":[97],"cheat":[98],"consistently":[99],"entire":[101],"rounds":[102],"game,":[105],"and":[106,116],"89.18%":[108],"cases":[111],"which":[113],"enabled":[115],"disabled":[118],"within":[120],"rounds.":[121]},"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}