{"id":"https://openalex.org/W4385585427","doi":"https://doi.org/10.1145/3587135.3592820","title":"Work in Progress","display_name":"Work in Progress","publication_year":2023,"publication_date":"2023-05-09","ids":{"openalex":"https://openalex.org/W4385585427","doi":"https://doi.org/10.1145/3587135.3592820"},"language":"en","primary_location":{"id":"doi:10.1145/3587135.3592820","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3587135.3592820","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3587135.3592820","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th ACM International Conference on Computing Frontiers","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3587135.3592820","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024463577","display_name":"Tianxiang He","orcid":"https://orcid.org/0000-0001-8767-817X"},"institutions":[{"id":"https://openalex.org/I135598925","display_name":"Kyushu University","ror":"https://ror.org/00p4k0j84","country_code":"JP","type":"education","lineage":["https://openalex.org/I135598925"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Tianxiang He","raw_affiliation_strings":["Kyushu University, Fukuoka, Japan"],"raw_orcid":"https://orcid.org/0000-0001-8767-817X","affiliations":[{"raw_affiliation_string":"Kyushu University, Fukuoka, Japan","institution_ids":["https://openalex.org/I135598925"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068829903","display_name":"Chansu Han","orcid":"https://orcid.org/0000-0002-1728-5300"},"institutions":[{"id":"https://openalex.org/I90023481","display_name":"National Institute of Information and Communications Technology","ror":"https://ror.org/016bgq349","country_code":"JP","type":"facility","lineage":["https://openalex.org/I90023481"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Chansu Han","raw_affiliation_strings":["National Institute of Information and Communications Technology, Tokyo, Japan"],"raw_orcid":"https://orcid.org/0000-0002-1728-5300","affiliations":[{"raw_affiliation_string":"National Institute of Information and Communications Technology, Tokyo, Japan","institution_ids":["https://openalex.org/I90023481"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105269463","display_name":"Akira Tanaka","orcid":"https://orcid.org/0000-0003-0055-8234"},"institutions":[{"id":"https://openalex.org/I90023481","display_name":"National Institute of Information and Communications Technology","ror":"https://ror.org/016bgq349","country_code":"JP","type":"facility","lineage":["https://openalex.org/I90023481"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Akira Tanaka","raw_affiliation_strings":["National Institute of Information and Communications Technology, Tokyo, Japan"],"raw_orcid":"https://orcid.org/0000-0003-0055-8234","affiliations":[{"raw_affiliation_string":"National Institute of Information and Communications Technology, Tokyo, Japan","institution_ids":["https://openalex.org/I90023481"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029032117","display_name":"Takeshi Takahashi","orcid":"https://orcid.org/0000-0002-6477-7770"},"institutions":[{"id":"https://openalex.org/I90023481","display_name":"National Institute of Information and Communications Technology","ror":"https://ror.org/016bgq349","country_code":"JP","type":"facility","lineage":["https://openalex.org/I90023481"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takeshi Takahashi","raw_affiliation_strings":["National Institute of Information and Communications Technology, Tokyo, Japan"],"raw_orcid":"https://orcid.org/0000-0002-6477-7770","affiliations":[{"raw_affiliation_string":"National Institute of Information and Communications Technology, Tokyo, Japan","institution_ids":["https://openalex.org/I90023481"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020270107","display_name":"Jun\u2019ichi Takeuchi","orcid":"https://orcid.org/0000-0002-5819-3082"},"institutions":[{"id":"https://openalex.org/I135598925","display_name":"Kyushu University","ror":"https://ror.org/00p4k0j84","country_code":"JP","type":"education","lineage":["https://openalex.org/I135598925"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Jun'ichi Takeuchi","raw_affiliation_strings":["Kyushu University, Fukuoka, Japan"],"raw_orcid":"https://orcid.org/0000-0002-5819-3082","affiliations":[{"raw_affiliation_string":"Kyushu University, Fukuoka, Japan","institution_ids":["https://openalex.org/I135598925"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5024463577"],"corresponding_institution_ids":["https://openalex.org/I135598925"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08721758,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"364","last_page":"365"},"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/T11269","display_name":"Algorithms and Data Compression","score":0.991100013256073,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9833999872207642,"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":0.83841872215271},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.8298642635345459},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7986050844192505},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7257919311523438},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6034606695175171},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5585169792175293},{"id":"https://openalex.org/keywords/phylogenetic-tree","display_name":"Phylogenetic tree","score":0.5427955985069275},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.531780481338501},{"id":"https://openalex.org/keywords/malware-analysis","display_name":"Malware analysis","score":0.4529503881931305},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.41329655051231384},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3925730884075165},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3370811939239502},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11205381155014038},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.08477482199668884},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.07984539866447449},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.06493976712226868}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.83841872215271},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8298642635345459},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7986050844192505},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7257919311523438},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6034606695175171},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5585169792175293},{"id":"https://openalex.org/C193252679","wikidata":"https://www.wikidata.org/wiki/Q242125","display_name":"Phylogenetic tree","level":3,"score":0.5427955985069275},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.531780481338501},{"id":"https://openalex.org/C2779395397","wikidata":"https://www.wikidata.org/wiki/Q15731404","display_name":"Malware analysis","level":3,"score":0.4529503881931305},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.41329655051231384},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3925730884075165},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3370811939239502},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11205381155014038},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.08477482199668884},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.07984539866447449},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.06493976712226868},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3587135.3592820","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3587135.3592820","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3587135.3592820","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th ACM International Conference on Computing Frontiers","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3587135.3592820","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3587135.3592820","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3587135.3592820","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th ACM International Conference on Computing Frontiers","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4099999964237213}],"awards":[{"id":"https://openalex.org/G3723536152","display_name":null,"funder_award_id":"JPJ000254","funder_id":"https://openalex.org/F4320325628","funder_display_name":"Ministry of Internal Affairs and Communications"}],"funders":[{"id":"https://openalex.org/F4320325628","display_name":"Ministry of Internal Affairs and Communications","ror":"https://ror.org/00vs1pz50"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385585427.pdf","grobid_xml":"https://content.openalex.org/works/W4385585427.grobid-xml"},"referenced_works_count":10,"referenced_works":["https://openalex.org/W2097706568","https://openalex.org/W2111574103","https://openalex.org/W2144221002","https://openalex.org/W2145056020","https://openalex.org/W2155615465","https://openalex.org/W2360903897","https://openalex.org/W2479486189","https://openalex.org/W3113371616","https://openalex.org/W4317796242","https://openalex.org/W6631015051"],"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":{"This":[0],"research":[1],"aims":[2],"at":[3],"automatic":[4],"clustering":[5,33,57],"from":[6],"a":[7,14,23,28,32,63],"large-scale":[8],"malware":[9,67,71],"specimen":[10],"set":[11,68],"by":[12],"constructing":[13,27],"phylogenetic":[15,29],"tree.":[16],"In":[17,35],"our":[18,45,52,75],"previous":[19],"work,":[20],"we":[21,38,60],"proposed":[22],"scalable":[24],"method":[25],"for":[26],"tree":[30],"with":[31],"algorithm.":[34],"this":[36],"paper,":[37],"will":[39],"introduce":[40],"the":[41],"current":[42],"progress":[43],"of":[44],"work.":[46],"We":[47],"are":[48,61],"trying":[49],"to":[50,54,73],"improve":[51],"algorithm":[53],"achieve":[55],"higher":[56],"accuracy":[58],"and":[59],"using":[62],"much":[64],"larger":[65],"IoT":[66],"containing":[69],"182,838":[70],"specimens":[72],"evaluate":[74],"method.":[76]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2023-08-05T00:00:00"}