{"id":"https://openalex.org/W2967980750","doi":"https://doi.org/10.1145/3339252.3339274","title":"STAMAD","display_name":"STAMAD","publication_year":2019,"publication_date":"2019-08-09","ids":{"openalex":"https://openalex.org/W2967980750","doi":"https://doi.org/10.1145/3339252.3339274","mag":"2967980750"},"language":"en","primary_location":{"id":"doi:10.1145/3339252.3339274","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3339252.3339274","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th International Conference on Availability, Reliability and Security","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-02389567","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002231668","display_name":"Khanh Huu The Dam","orcid":"https://orcid.org/0000-0001-7203-9658"},"institutions":[{"id":"https://openalex.org/I4210156583","display_name":"Laboratoire d'Informatique de Paris-Nord","ror":"https://ror.org/05g1zjw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Khanh Huu The Dam","raw_affiliation_strings":["LIPN and University Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIPN and University Paris, France","institution_ids":["https://openalex.org/I4210156583"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044579457","display_name":"Tayssir Touili","orcid":"https://orcid.org/0000-0002-1134-2220"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210156583","display_name":"Laboratoire d'Informatique de Paris-Nord","ror":"https://ror.org/05g1zjw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Tayssir Touili","raw_affiliation_strings":["CNRS, LIPN and University Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNRS, LIPN and University Paris, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210156583"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7646,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.67588228,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9998999834060669,"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":0.9990000128746033,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9915000200271606,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.8911628723144531},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.852874755859375},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7491768598556519},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5775547027587891},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5569695830345154},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5211451053619385},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.4551619589328766},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4447922706604004},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.33328068256378174},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.20452508330345154},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.13472086191177368},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0650591254234314}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.8911628723144531},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.852874755859375},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7491768598556519},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5775547027587891},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5569695830345154},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5211451053619385},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.4551619589328766},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4447922706604004},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.33328068256378174},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.20452508330345154},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.13472086191177368},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0650591254234314},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3339252.3339274","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3339252.3339274","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th International Conference on Availability, Reliability and Security","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-02389567v1","is_oa":true,"landing_page_url":"https://hal.science/hal-02389567","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the 14th International Conference on Availability, Reliability and Security, ARES 2019, Canterbury, UK, August 26-29, 2019., Aug 2019, Canterbury, United Kingdom. &#x27E8;10.1145/3339252.3339274&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-02389567v1","is_oa":true,"landing_page_url":"https://hal.science/hal-02389567","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the 14th International Conference on Availability, Reliability and Security, ARES 2019, Canterbury, UK, August 26-29, 2019., Aug 2019, Canterbury, United Kingdom. &#x27E8;10.1145/3339252.3339274&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.46000000834465027}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1485364724","https://openalex.org/W1544225867","https://openalex.org/W1573286687","https://openalex.org/W1988997241","https://openalex.org/W1992208818","https://openalex.org/W2084979543","https://openalex.org/W2111741004","https://openalex.org/W2139212933","https://openalex.org/W2153635508","https://openalex.org/W2604085910","https://openalex.org/W2885115753","https://openalex.org/W3012889073","https://openalex.org/W4388624454"],"related_works":["https://openalex.org/W2097492617","https://openalex.org/W2753240997","https://openalex.org/W1764168690","https://openalex.org/W2537959205","https://openalex.org/W2740895074","https://openalex.org/W2772446090","https://openalex.org/W3152891574","https://openalex.org/W2249809453","https://openalex.org/W4284893819","https://openalex.org/W3098003361"],"abstract_inverted_index":{"One":[0],"of":[1,11,20,25,48],"the":[2,9,26],"main":[3],"challenges":[4],"in":[5,36,75],"malware":[6],"detection":[7],"is":[8],"discovery":[10],"malicious":[12,58,87],"behaviors.":[13],"This":[14],"task":[15],"requires":[16],"a":[17,39,45,81],"huge":[18],"amount":[19],"engineering":[21],"and":[22,51],"manual":[23,32],"study":[24],"code.":[27],"To":[28],"avoid":[29],"this":[30,37],"tedious":[31],"task,":[33],"we":[34],"propose":[35],"paper":[38],"tool,":[40],"called":[41],"STAMAD,":[42],"that,":[43],"given":[44,83],"training":[46],"set":[47],"known":[49],"malwares":[50],"benign":[52],"programs,":[53],"(1)":[54],"either":[55],"automatically":[56,71],"extracts":[57],"behaviors":[59],"using":[60],"Information":[61],"Retrieval":[62],"techniques,":[63],"or":[64,88],"(2)":[65],"applies":[66],"machine":[67],"learning":[68],"techniques":[69],"to":[70],"learn":[72],"malwares.":[73],"Then,":[74],"both":[76],"cases,":[77],"STAMAD":[78],"can":[79],"classify":[80],"new":[82],"unseen":[84],"program":[85],"as":[86],"benign.":[89]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2019-08-22T00:00:00"}
