{"id":"https://openalex.org/W1513639492","doi":"https://doi.org/10.1109/icc.2015.7249229","title":"Detective: Automatically identify and analyze malware processes in forensic scenarios via DLLs","display_name":"Detective: Automatically identify and analyze malware processes in forensic scenarios via DLLs","publication_year":2015,"publication_date":"2015-06-01","ids":{"openalex":"https://openalex.org/W1513639492","doi":"https://doi.org/10.1109/icc.2015.7249229","mag":"1513639492"},"language":"en","primary_location":{"id":"doi:10.1109/icc.2015.7249229","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc.2015.7249229","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Communications (ICC)","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/A5035352956","display_name":"Yiheng Duan","orcid":null},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiheng Duan","raw_affiliation_strings":["Software Institute, Nanjing University, Nanjing, China","[Software Institute Nanjing University, China]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Software Institute, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]},{"raw_affiliation_string":"[Software Institute Nanjing University, China]","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103805225","display_name":"Xiao Fu","orcid":"https://orcid.org/0009-0006-6601-5290"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Fu","raw_affiliation_strings":["Software Institute, Nanjing University, Nanjing, China","[Software Institute Nanjing University, China]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Software Institute, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]},{"raw_affiliation_string":"[Software Institute Nanjing University, China]","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073104000","display_name":"Bin Luo","orcid":"https://orcid.org/0000-0002-9036-0063"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Luo","raw_affiliation_strings":["Software Institute, Nanjing University, Nanjing, China","[Software Institute Nanjing University, China]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Software Institute, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]},{"raw_affiliation_string":"[Software Institute Nanjing University, China]","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100438235","display_name":"Ziqi Wang","orcid":"https://orcid.org/0000-0002-0232-125X"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziqi Wang","raw_affiliation_strings":["Software Institute, Nanjing University, Nanjing, China","[Software Institute Nanjing University, China]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Software Institute, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]},{"raw_affiliation_string":"[Software Institute Nanjing University, China]","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jin Shi","orcid":null},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]},{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin Shi","raw_affiliation_strings":["School of Information Management, Nanjing, China","[School of Information Management, Nanjing University, China]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Management, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"[School of Information Management, Nanjing University, China]","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060514022","display_name":"Xiaojiang Du","orcid":"https://orcid.org/0000-0003-4235-9671"},"institutions":[{"id":"https://openalex.org/I84392919","display_name":"Temple University","ror":"https://ror.org/00kx1jb78","country_code":"US","type":"education","lineage":["https://openalex.org/I84392919"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaojiang Du","raw_affiliation_strings":["Department of Computer and Information Sciences, Temple University, Philadelphia, USA","[Dept. of Computer and Information Sciences, Temple University, Philadelphia, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Sciences, Temple University, Philadelphia, USA","institution_ids":["https://openalex.org/I84392919"]},{"raw_affiliation_string":"[Dept. of Computer and Information Sciences, Temple University, Philadelphia, USA]","institution_ids":["https://openalex.org/I84392919"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8699,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.72712634,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"5691","last_page":"5696"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":1.0,"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":1.0,"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/T12034","display_name":"Digital and Cyber Forensics","score":0.9994999766349792,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9991999864578247,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.9015105366706848},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8367599844932556},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6234288215637207},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5624734163284302},{"id":"https://openalex.org/keywords/malware-analysis","display_name":"Malware analysis","score":0.5358980894088745},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4919116497039795},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.48635464906692505},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43739283084869385},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3540796637535095},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.28085246682167053}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.9015105366706848},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8367599844932556},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6234288215637207},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5624734163284302},{"id":"https://openalex.org/C2779395397","wikidata":"https://www.wikidata.org/wiki/Q15731404","display_name":"Malware analysis","level":3,"score":0.5358980894088745},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4919116497039795},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.48635464906692505},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43739283084869385},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3540796637535095},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.28085246682167053},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc.2015.7249229","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc.2015.7249229","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Communications (ICC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.5699999928474426}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1558357780","https://openalex.org/W1595564425","https://openalex.org/W2040527645","https://openalex.org/W2131523719","https://openalex.org/W2140908857","https://openalex.org/W2151135920","https://openalex.org/W2163931946","https://openalex.org/W6922295283"],"related_works":["https://openalex.org/W2469507153","https://openalex.org/W2008790809","https://openalex.org/W2768892939","https://openalex.org/W3164408430","https://openalex.org/W4285507391","https://openalex.org/W2397240470","https://openalex.org/W2602767565","https://openalex.org/W170652726","https://openalex.org/W2883822334","https://openalex.org/W2134874482"],"abstract_inverted_index":{"Current":[0],"memory":[1],"forensic":[2,89,171],"methods":[3],"mainly":[4],"focus":[5],"on":[6,153,174],"evidence":[7,154],"collection":[8,155],"and":[9,26,76,81,115,126,143,169,188],"data":[10],"recovery.":[11],"A":[12],"little":[13],"work":[14],"is":[15,120,164,185,192],"about":[16],"how":[17],"to":[18,36,100],"automatically":[19],"identify":[20],"malwares":[21,80],"from":[22,160],"many":[23],"unknown":[24,109],"processes":[25,53,117],"analyze":[27],"their":[28],"behaviors":[29,136],"in":[30,42,137],"high":[31,138],"semantic":[32,139],"level":[33,140],"so":[34],"as":[35],"collect":[37],"related":[38],"evidences.":[39],"In":[40,91],"fact,":[41],"real":[43],"cases,":[44],"investigators":[45],"are":[46,82],"often":[47,84],"faced":[48],"with":[49,102],"large":[50],"number":[51],"of":[52,79,108,183],"that":[54,180],"they":[55,69],"have":[56,178],"no":[57],"knowledge":[58],"of.":[59],"Although":[60],"current":[61],"malware":[62,116,135,176],"detection":[63],"tools":[64],"could":[65,132],"provide":[66],"some":[67],"help,":[68],"usually":[70],"can't":[71],"illustrate":[72],"the":[73,88,157,181,189],"purposes,":[74],"abilities":[75],"behavior":[77],"details":[78],"thus":[83],"not":[85],"fit":[86],"for":[87,166],"requirements.":[90],"this":[92],"paper,":[93],"we":[94],"present":[95],"a":[96,106,127],"framework":[97],"named":[98],"Detective":[99,111,131,150,163,184],"cope":[101],"these":[103],"issues.":[104],"Given":[105],"set":[107,177],"processes,":[110],"can":[112],"classify":[113],"benign":[114],"automatically.":[118],"This":[119],"implemented":[121],"by":[122,156],"HNB":[123],"classifying":[124],"algorithm":[125],"Dynamic-Link":[128],"Libraries-based":[129],"model.":[130],"then":[133],"explain":[134],"through":[141],"clustering":[142],"frequent":[144],"item":[145],"sets":[146],"mining":[147],"techniques.":[148],"Besides,":[149],"sheds":[151],"light":[152],"information":[158],"obtained":[159],"previous":[161],"steps.":[162],"applicable":[165],"both":[167],"online":[168],"offline":[170],"scenarios.":[172],"Experiments":[173],"real-world":[175],"proved":[179],"accuracy":[182],"above":[186],"90%":[187],"time":[190],"cost":[191],"only":[193],"several":[194],"seconds.":[195]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":12},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}