{"id":"https://openalex.org/W2921793899","doi":"https://doi.org/10.5220/0007347206350644","title":"Solving a Hard Instance of Suspicious Behaviour Detection with Sparse Binary Vectors Clustering","display_name":"Solving a Hard Instance of Suspicious Behaviour Detection with Sparse Binary Vectors Clustering","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2921793899","doi":"https://doi.org/10.5220/0007347206350644","mag":"2921793899"},"language":"en","primary_location":{"id":"doi:10.5220/0007347206350644","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0007347206350644","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th International Conference on Information Systems Security and Privacy","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0007347206350644","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089725479","display_name":"\u00c9ric Filiol","orcid":null},"institutions":[{"id":"https://openalex.org/I35298706","display_name":"ESIEA University","ror":"https://ror.org/00g6cx256","country_code":"FR","type":"education","lineage":["https://openalex.org/I35298706"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Eric Filiol","raw_affiliation_strings":["Laboratoire de Virologie et de Cryptologie Op\u00e9rationnelles, ESIEA, Laval and France, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire de Virologie et de Cryptologie Op\u00e9rationnelles, ESIEA, Laval and France, --- Select a Country ---","institution_ids":["https://openalex.org/I35298706"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001667151","display_name":"Abhilash Hota","orcid":"https://orcid.org/0000-0003-2014-8646"},"institutions":[{"id":"https://openalex.org/I35298706","display_name":"ESIEA University","ror":"https://ror.org/00g6cx256","country_code":"FR","type":"education","lineage":["https://openalex.org/I35298706"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Abhilash Hota","raw_affiliation_strings":["Laboratoire de Virologie et de Cryptologie Op\u00e9rationnelles, ESIEA, Laval and France, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire de Virologie et de Cryptologie Op\u00e9rationnelles, ESIEA, Laval and France, --- Select a Country ---","institution_ids":["https://openalex.org/I35298706"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03223079,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"635","last_page":"644"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9747999906539917,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9747999906539917,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9682999849319458,"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/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9465000033378601,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6958927512168884},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6812427639961243},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.561620831489563},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39299798011779785},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33072739839553833},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20837539434432983},{"id":"https://openalex.org/keywords/arithmetic","display_name":"Arithmetic","score":0.05839702486991882}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6958927512168884},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6812427639961243},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.561620831489563},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39299798011779785},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33072739839553833},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20837539434432983},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.05839702486991882}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0007347206350644","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0007347206350644","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th International Conference on Information Systems Security and Privacy","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0007347206350644","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0007347206350644","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th International Conference on Information Systems Security and Privacy","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.7900000214576721,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2130043461","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"In":[0],"this":[1,66],"article":[2],"we":[3],"present":[4],"a":[5,13,28,101,114,119,135],"study":[6],"dealing":[7],"with":[8,118],"the":[9,39,45,58,72,124],"problem":[10,36],"of":[11,17,30,47,104,123,137],"detecting":[12],"very":[14],"small":[15],"subset":[16,116],"suspicious":[18],"and":[19,93],"malicious":[20,42,110,128],"behaviours":[21],"represented":[22],"by":[23],"sparse":[24,48],"binary":[25],"vectors":[26,61,125],"in":[27,38,44],"population":[29],"individuals":[31],"significantly":[32],"larger.":[33],"The":[34],"main":[35],"lies":[37],"fact":[40,59],"that":[41,60],"behaviours,":[43],"case":[46],"vectors,":[49],"are":[50,62],"difficult":[51],"to":[52,74,88,98,112,127],"distinguish":[53],"from":[54,141],"normal":[55,108],"behaviours.":[56,129],"Despite":[57],"apparently":[63],"strongly":[64,80],"unbalanced,":[65],"property":[67],"cannot":[68],"be":[69],"exploited":[70],"since":[71],"objects":[73],"classify":[75],"(behaviours)":[76],"do":[77],"not":[78,86],"exhibit":[79],"enough":[81],"frequencies":[82],"discrepancy.":[83],"It":[84],"is":[85,95],"possible":[87],"work":[89],"on":[90,134],"detection":[91],"directly":[92],"it":[94],"therefore":[96],"necessary":[97],"go":[99],"through":[100],"preliminary":[102],"phase":[103],"vector":[105],"partitioning":[106],"(representing":[107],"or":[109],"behaviour)":[111],"select":[113],"reduced":[115],"concentrating":[117],"high":[120],"probability":[121],"most":[122],"corresponding":[126],"We":[130],"have":[131],"been":[132],"working":[133],"set":[136],"anonymized":[138],"real":[139],"data":[140],"terrorism-related":[142],"cases.":[143]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}