{"id":"https://openalex.org/W192897702","doi":"https://doi.org/10.1007/978-3-642-40820-5_30","title":"BotInfer: A Bot Inference Approach by Correlating Host and Network Information","display_name":"BotInfer: A Bot Inference Approach by Correlating Host and Network Information","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W192897702","doi":"https://doi.org/10.1007/978-3-642-40820-5_30","mag":"192897702"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-40820-5_30","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-40820-5_30","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-40820-5_30.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-40820-5_30.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029042401","display_name":"Yukun He","orcid":"https://orcid.org/0000-0002-7888-2416"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210134929","display_name":"Jilin Province Science and Technology Department","ror":"https://ror.org/049x38272","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134929"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yukun He","raw_affiliation_strings":["College of Computer Science and Technology, Jilin University, Changchun, 130012, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Jilin University, Changchun, 130012, China","institution_ids":["https://openalex.org/I4210134929","https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100429898","display_name":"Qiang Li","orcid":"https://orcid.org/0000-0001-7510-4718"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210134929","display_name":"Jilin Province Science and Technology Department","ror":"https://ror.org/049x38272","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134929"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang Li","raw_affiliation_strings":["College of Computer Science and Technology, Jilin University, Changchun, 130012, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Jilin University, Changchun, 130012, China","institution_ids":["https://openalex.org/I4210134929","https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066436066","display_name":"Yuede Ji","orcid":"https://orcid.org/0000-0002-2419-6592"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210134929","display_name":"Jilin Province Science and Technology Department","ror":"https://ror.org/049x38272","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134929"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuede Ji","raw_affiliation_strings":["College of Computer Science and Technology, Jilin University, Changchun, 130012, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Jilin University, Changchun, 130012, China","institution_ids":["https://openalex.org/I4210134929","https://openalex.org/I194450716"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076705237","display_name":"Dong Guo","orcid":"https://orcid.org/0000-0002-3049-2152"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210134929","display_name":"Jilin Province Science and Technology Department","ror":"https://ror.org/049x38272","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134929"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dong Guo","raw_affiliation_strings":["College of Computer Science and Technology, Jilin University, Changchun, 130012, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Jilin University, Changchun, 130012, China","institution_ids":["https://openalex.org/I4210134929","https://openalex.org/I194450716"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.3779,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.57843137,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"356","last_page":"367"},"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998999834060669,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9941999912261963,"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/botnet","display_name":"Botnet","score":0.9518856406211853},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8443303108215332},{"id":"https://openalex.org/keywords/host","display_name":"Host (biology)","score":0.7967847585678101},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.7600443363189697},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6745267510414124},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6719582080841064},{"id":"https://openalex.org/keywords/inference-engine","display_name":"Inference engine","score":0.5308806896209717},{"id":"https://openalex.org/keywords/network-security","display_name":"Network security","score":0.5079777836799622},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.47530874609947205},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.4519268870353699},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32699280977249146},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.28736358880996704},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.15921229124069214},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.08373722434043884},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.07900857925415039}],"concepts":[{"id":"https://openalex.org/C22735295","wikidata":"https://www.wikidata.org/wiki/Q317671","display_name":"Botnet","level":3,"score":0.9518856406211853},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8443303108215332},{"id":"https://openalex.org/C126831891","wikidata":"https://www.wikidata.org/wiki/Q221673","display_name":"Host (biology)","level":2,"score":0.7967847585678101},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.7600443363189697},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6745267510414124},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6719582080841064},{"id":"https://openalex.org/C46743427","wikidata":"https://www.wikidata.org/wiki/Q1341685","display_name":"Inference engine","level":3,"score":0.5308806896209717},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.5079777836799622},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.47530874609947205},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.4519268870353699},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32699280977249146},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.28736358880996704},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.15921229124069214},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.08373722434043884},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.07900857925415039},{"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-642-40820-5_30","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-40820-5_30","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-40820-5_30.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-01513770v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01513770","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"10th International Conference on Network and Parallel Computing (NPC), Sep 2013, Guiyang, China. pp.356-367, &#x27E8;10.1007/978-3-642-40820-5_30&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":{"id":"doi:10.1007/978-3-642-40820-5_30","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-40820-5_30","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-40820-5_30.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322300","display_name":"Jilin University","ror":"https://ror.org/00js3aw79"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W192897702.pdf","grobid_xml":"https://content.openalex.org/works/W192897702.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W1531782611","https://openalex.org/W1594972289","https://openalex.org/W1809063480","https://openalex.org/W1838401043","https://openalex.org/W1851403712","https://openalex.org/W1909110254","https://openalex.org/W2044285442","https://openalex.org/W2044894912","https://openalex.org/W2110675786","https://openalex.org/W2111541427","https://openalex.org/W2114996745","https://openalex.org/W2119356608","https://openalex.org/W2129066856","https://openalex.org/W2134442976","https://openalex.org/W2157949690","https://openalex.org/W2162101611","https://openalex.org/W2290782568","https://openalex.org/W4240144763"],"related_works":["https://openalex.org/W2061466315","https://openalex.org/W2376886931","https://openalex.org/W2010561419","https://openalex.org/W2374845301","https://openalex.org/W2351448539","https://openalex.org/W1977863481","https://openalex.org/W2384741105","https://openalex.org/W1495178644","https://openalex.org/W2185594426","https://openalex.org/W3157271777"],"abstract_inverted_index":{"Botnet":[0],"is":[1,60,82,133,146],"widely":[2],"used":[3],"in":[4,20,27,38,42,108,119],"cyber-attacks":[5],"and":[6,45,84,89,136],"becomes":[7],"a":[8,54],"serious":[9],"threat":[10],"to":[11],"network":[12,31,76,121],"security.":[13],"Existing":[14],"approaches":[15,33],"can":[16,103],"detect":[17,105],"botnet":[18],"effectively":[19,104],"certain":[21],"environments,":[22],"however":[23],"problems":[24],"still":[25],"exist":[26],"using":[28],"host":[29,86],"or":[30],"detection":[32,39,56,67,87,117,131,144],"respectively,":[34],"such":[35],"as":[36],"robustness":[37],"tools,":[40],"difficulties":[41],"global":[43],"deployment":[44,113],"low":[46],"precision":[47,125,138],"rate.":[48],"To":[49],"solve":[50],"the":[51,74,80,95,100,106,109,112,120,124,128,137,141],"above":[52],"problems,":[53],"novel":[55],"approach":[57],"called":[58],"BotInfer":[59,63,102],"proposed.":[61],"In":[62],"approach,":[64],"host-based":[65],"bot":[66,96,116],"tools":[68,118,132,145],"are":[69,92],"deployed":[70],"on":[71],"some":[72],"of":[73,78,115,127,140],"hosts;":[75],"flow":[77,90],"all":[79],"hosts":[81,107,129,142],"captured":[83],"analyzed;":[85],"result":[88],"information":[91],"correlated":[93],"by":[94],"inference":[97],"engine.":[98],"Through":[99],"experiments,":[101],"network.":[110],"When":[111],"rate":[114,126,139],"reaches":[122],"80%,":[123],"with":[130],"about":[134,147],"99%,":[135],"without":[143],"86%.":[148]},"counts_by_year":[{"year":2014,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
