{"id":"https://openalex.org/W3168437709","doi":"https://doi.org/10.1109/cscwd49262.2021.9437624","title":"Modeling Attackers Based on Heterogenous Graph through Malicious HTTP Requests","display_name":"Modeling Attackers Based on Heterogenous Graph through Malicious HTTP Requests","publication_year":2021,"publication_date":"2021-05-05","ids":{"openalex":"https://openalex.org/W3168437709","doi":"https://doi.org/10.1109/cscwd49262.2021.9437624","mag":"3168437709"},"language":"en","primary_location":{"id":"doi:10.1109/cscwd49262.2021.9437624","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd49262.2021.9437624","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 24th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","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/A5073658311","display_name":"Shengqin Ao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shengqin Ao","raw_affiliation_strings":["School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031411556","display_name":"Yitong He","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yitong He","raw_affiliation_strings":["School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047760178","display_name":"Ning Luo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ning Luo","raw_affiliation_strings":["School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079647672","display_name":"Xuren Wang","orcid":"https://orcid.org/0000-0003-4959-0454"},"institutions":[{"id":"https://openalex.org/I96852419","display_name":"Capital Normal University","ror":"https://ror.org/005edt527","country_code":"CN","type":"education","lineage":["https://openalex.org/I96852419"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuren Wang","raw_affiliation_strings":["College of Information Engineering, Capital Normal University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Capital Normal University, Beijing, China","institution_ids":["https://openalex.org/I96852419"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020151253","display_name":"Zhengwei Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengwei Jiang","raw_affiliation_strings":["School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072706004","display_name":"Jun Jiang","orcid":"https://orcid.org/0000-0003-4540-0270"},"institutions":[{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Jiang","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5073658311"],"corresponding_institution_ids":["https://openalex.org/I4210165038"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08212028,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"391","last_page":"396"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"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/T12326","display_name":"Network Packet Processing and Optimization","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9980999827384949,"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/computer-science","display_name":"Computer science","score":0.8462283611297607},{"id":"https://openalex.org/keywords/ip-address","display_name":"Ip address","score":0.7745822668075562},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5550586581230164},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5267360210418701},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.47541123628616333},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.45983025431632996},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.45348164439201355},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.4425984025001526},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.43699344992637634},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.27720004320144653},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.26312798261642456},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2568148970603943},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12630993127822876}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8462283611297607},{"id":"https://openalex.org/C2985371682","wikidata":"https://www.wikidata.org/wiki/Q11135","display_name":"Ip address","level":2,"score":0.7745822668075562},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5550586581230164},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5267360210418701},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.47541123628616333},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.45983025431632996},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.45348164439201355},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.4425984025001526},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.43699344992637634},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.27720004320144653},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.26312798261642456},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2568148970603943},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12630993127822876},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cscwd49262.2021.9437624","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd49262.2021.9437624","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 24th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7099999785423279,"id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G8084193418","display_name":null,"funder_award_id":"2018YFB0805005,2018YFC082480,2019QY1302","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G8895969536","display_name":null,"funder_award_id":"61802404","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W103340358","https://openalex.org/W1626928922","https://openalex.org/W1756225116","https://openalex.org/W2022322548","https://openalex.org/W2075010670","https://openalex.org/W2077488147","https://openalex.org/W2153579005","https://openalex.org/W2519887557","https://openalex.org/W2771641736","https://openalex.org/W2790483978","https://openalex.org/W2793801973","https://openalex.org/W2895490662","https://openalex.org/W2898772172","https://openalex.org/W2911286998","https://openalex.org/W2945162255","https://openalex.org/W2945266622","https://openalex.org/W2963858333","https://openalex.org/W2964015378","https://openalex.org/W3012866219","https://openalex.org/W3013992553","https://openalex.org/W3036195893","https://openalex.org/W3098598053","https://openalex.org/W4294170691","https://openalex.org/W4297733535","https://openalex.org/W6682691769"],"related_works":["https://openalex.org/W4234874385","https://openalex.org/W2081900870","https://openalex.org/W2323648130","https://openalex.org/W2157140558","https://openalex.org/W2378782423","https://openalex.org/W4233308809","https://openalex.org/W2388988621","https://openalex.org/W2357797405","https://openalex.org/W2366623913","https://openalex.org/W2374905595"],"abstract_inverted_index":{"As":[0],"modern":[1],"computer":[2],"attacks":[3,27],"are":[4],"growing":[5],"more":[6,8],"and":[7,20,66,108,116],"complicated,":[9],"there":[10],"is":[11,31],"a":[12,32,81,95,137],"need":[13],"for":[14],"defenders":[15],"to":[16,34,70,84,100,125,141,145],"detect":[17],"malicious":[18,39,51,114],"activities":[19,48],"analyze":[21],"which":[22,59],"attacker":[23,37,47,73],"or":[24],"organization":[25],"these":[26],"came":[28],"from.":[29],"It":[30],"challenge":[33],"model":[35],"an":[36,119,147],"from":[38,55],"web":[40],"logs.":[41],"In":[42],"this":[43],"paper,":[44],"we":[45,79,93,117,135],"modeled":[46],"based":[49,74],"on":[50,75],"HTTP":[52,76],"requests":[53,123],"collected":[54],"kinds":[56],"of":[57,63,122,130,155],"websites,":[58],"recorded":[60],"the":[61,68,72,86,102,105,109,127,131,153,156],"behavior":[62],"IP":[64,87,106,132,143],"addresses":[65,144],"provided":[67],"possibility":[69],"describe":[71,146],"requests.":[77],"First,":[78],"propose":[80],"novel":[82],"method":[83,121,140],"get":[85],"address":[88,107],"embedding":[89,120],"through":[90],"two":[91],"aspects:":[92],"designed":[94,118],"heterogeneous":[96],"graph,":[97],"named":[98],"IP-Domain-Graph,":[99],"capture":[101,126],"relation":[103],"between":[104],"domain":[110],"it":[111],"has":[112],"sent":[113],"requests,":[115],"content":[124],"behavioral":[128],"characteristics":[129],"address.":[133],"Then":[134],"use":[136],"similarity":[138],"calculation":[139],"cluster":[142],"attacker.":[148],"The":[149],"experimental":[150],"results":[151],"demonstrate":[152],"effectiveness":[154],"proposed":[157],"method.":[158]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}