{"id":"https://openalex.org/W4402347032","doi":"https://doi.org/10.1145/3673971.3674015","title":"A Highly Scalable Automated Universal Binary Malware Analysis Framework for Healthcare and Medical SaaS","display_name":"A Highly Scalable Automated Universal Binary Malware Analysis Framework for Healthcare and Medical SaaS","publication_year":2024,"publication_date":"2024-05-17","ids":{"openalex":"https://openalex.org/W4402347032","doi":"https://doi.org/10.1145/3673971.3674015"},"language":"en","primary_location":{"id":"doi:10.1145/3673971.3674015","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3673971.3674015","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3673971.3674015?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 8th International Conference on Medical and Health Informatics","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3673971.3674015?download=true","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040420733","display_name":"Shin\u2010Ming Cheng","orcid":"https://orcid.org/0000-0002-9796-0643"},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shin-Ming Cheng","raw_affiliation_strings":["Dept. of Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taiwan"],"raw_orcid":"https://orcid.org/0000-0002-9796-0643","affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taiwan","institution_ids":["https://openalex.org/I154864474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107078044","display_name":"Bo-Han Chang Chien","orcid":null},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Bo-Han Chang Chien","raw_affiliation_strings":["Dept. of Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taiwan"],"raw_orcid":"https://orcid.org/0009-0006-3709-8234","affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taiwan","institution_ids":["https://openalex.org/I154864474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108468753","display_name":"Wei-Hung Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Wei-Hung Lin","raw_affiliation_strings":["Dept. of Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taiwan"],"raw_orcid":"https://orcid.org/0009-0002-6906-9965","affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taiwan","institution_ids":["https://openalex.org/I154864474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113373282","display_name":"Chin-Chi Fan","orcid":null},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chin-Chi Fan","raw_affiliation_strings":["Dept. of Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taiwan"],"raw_orcid":"https://orcid.org/0009-0002-5291-4499","affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taiwan","institution_ids":["https://openalex.org/I154864474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069382157","display_name":"Chia-Yi Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chia-Yi Chen","raw_affiliation_strings":["Dept. of Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taiwan"],"raw_orcid":"https://orcid.org/0009-0009-8233-068X","affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taiwan","institution_ids":["https://openalex.org/I154864474"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113560837","display_name":"Chen-Chien Liao","orcid":null},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chen-Chien Liao","raw_affiliation_strings":["Dept. of Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taiwan"],"raw_orcid":"https://orcid.org/0009-0000-5447-9836","affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taiwan","institution_ids":["https://openalex.org/I154864474"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I154864474"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"102","last_page":"107"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9887999892234802,"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":0.9887999892234802,"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/T10734","display_name":"Information and Cyber Security","score":0.9176999926567078,"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/malware","display_name":"Malware","score":0.7606464624404907},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7438045740127563},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6436793804168701},{"id":"https://openalex.org/keywords/software-as-a-service","display_name":"Software as a service","score":0.5303134322166443},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.48529547452926636},{"id":"https://openalex.org/keywords/malware-analysis","display_name":"Malware analysis","score":0.4562375247478485},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3782428503036499},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2901528477668762},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.24030351638793945},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.10242298245429993}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.7606464624404907},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7438045740127563},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6436793804168701},{"id":"https://openalex.org/C175133352","wikidata":"https://www.wikidata.org/wiki/Q1254596","display_name":"Software as a service","level":4,"score":0.5303134322166443},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.48529547452926636},{"id":"https://openalex.org/C2779395397","wikidata":"https://www.wikidata.org/wiki/Q15731404","display_name":"Malware analysis","level":3,"score":0.4562375247478485},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3782428503036499},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2901528477668762},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.24030351638793945},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.10242298245429993},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3673971.3674015","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3673971.3674015","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3673971.3674015?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 8th International Conference on Medical and Health Informatics","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3673971.3674015","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3673971.3674015","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3673971.3674015?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 8th International Conference on Medical and Health Informatics","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4402347032.pdf","grobid_xml":"https://content.openalex.org/works/W4402347032.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2127148983","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"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"there":[3,25,131],"has":[4,83,93],"been":[5],"a":[6,27,85,183],"growing":[7],"emphasis":[8],"on":[9,48,237],"information":[10,73],"security,":[11],"with":[12,42,128,245],"major":[13,105],"companies":[14],"introducing":[15],"cybersecurity":[16,38,138,265],"teams":[17],"to":[18,35,46,53,110,117,200,225,259],"ensure":[19],"the":[20,66,76,121,148,163,187,196,204,213,227,238,269,277,282],"safety":[21],"of":[22,29,69,79,104,124,271,285],"data.":[23],"However,":[24],"is":[26,62,132,207],"lack":[28],"convenient":[30],"channels":[31],"for":[32,100,136,162,189,198,209],"general":[33,164],"users":[34,199,216,244],"engage":[36],"in":[37,65,186],"protection,":[39],"leaving":[40],"them":[41],"no":[43],"choice":[44],"but":[45],"rely":[47],"various":[49],"antivirus":[50],"software":[51],"installations":[52],"safeguard":[54],"their":[55,264],"privacy":[56,119],"and":[57,71,120,171,191,203,248,256,261],"financial":[58],"assets.":[59],"This":[60,194,251],"phenomenon":[61],"particularly":[63],"evident":[64],"digital":[67,272,283],"transformation":[68,284],"healthcare":[70,96,125,190,255],"medical":[72,192,257,273],"systems,":[74],"where":[75],"substantial":[77],"amount":[78],"digitized":[80],"patient":[81,118],"data":[82],"become":[84,108],"crucial":[86],"asset":[87],"within":[88],"hospital":[89],"systems.":[90,193],"Unfortunately,":[91],"it":[92,242],"also":[94],"made":[95],"systems":[97,258],"potential":[98],"targets":[99],"cyberattacks.":[101],"The":[102],"databases":[103],"hospitals":[106],"have":[107,146],"vulnerable":[109],"malicious":[111],"virus":[112],"invasions,":[113],"posing":[114],"significant":[115],"threats":[116],"operational":[122],"integrity":[123],"institutions.":[126],"Faced":[127],"such":[129],"threats,":[130],"an":[133,155,176],"increasing":[134],"need":[135,197],"comprehensive":[137],"protection":[139],"mechanisms.":[140],"To":[141],"address":[142],"this":[143],"issue,":[144],"we":[145],"developed":[147],"Universal":[149],"Binary":[150],"Malware":[151],"Analysis":[152],"Framework":[153],"(UBMAF),":[154],"easily":[156],"accessible":[157],"binary":[158],"file":[159,234],"analysis":[160,173,249],"framework":[161,205,228],"public.":[165],"UBMAF":[166],"integrates":[167],"multiple":[168],"open-source":[169],"static":[170],"dynamic":[172],"tools":[174],"into":[175],"automated":[177],"module,":[178],"deployed":[179],"as":[180,182],"Software":[181],"Service":[184],"(SaaS)":[185],"cloud":[188],"eliminates":[195],"install":[201],"applications,":[202],"interface":[206],"optimized":[208],"intuitive":[210],"usability.":[211],"During":[212],"usage":[214],"process,":[215],"can":[217],"freely":[218],"choose":[219],"module":[220],"combinations.":[221],"After":[222],"uploading":[223],"files":[224],"UBMAF,":[226],"conducts":[229],"corresponding":[230],"tool":[231],"analyses":[232],"or":[233],"processing":[235],"based":[236],"selected":[239],"modules.":[240],"Ultimately,":[241],"provides":[243],"downloadable":[246],"results":[247],"reports.":[250],"design":[252],"enables":[253],"large":[254],"quickly":[260],"conveniently":[262],"enhance":[263],"defenses":[266],"while":[267],"ensuring":[268],"security":[270],"data,":[274],"effectively":[275],"addressing":[276],"challenges":[278],"brought":[279],"about":[280],"by":[281],"healthcare.":[286]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
