{"id":"https://openalex.org/W2770572064","doi":"https://doi.org/10.1145/3110025.3110055","title":"InferIP","display_name":"InferIP","publication_year":2017,"publication_date":"2017-07-31","ids":{"openalex":"https://openalex.org/W2770572064","doi":"https://doi.org/10.1145/3110025.3110055","mag":"2770572064"},"language":"en","primary_location":{"id":"doi:10.1145/3110025.3110055","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3110025.3110055","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017","raw_type":"proceedings-article"},"type":"conference-paper","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/A5074756910","display_name":"Joobin Gharibshah","orcid":null},"institutions":[{"id":"https://openalex.org/I103635307","display_name":"University of California, Riverside","ror":"https://ror.org/03nawhv43","country_code":"US","type":"education","lineage":["https://openalex.org/I103635307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joobin Gharibshah","raw_affiliation_strings":["University of California - Riverside, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California - Riverside, CA","institution_ids":["https://openalex.org/I103635307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075389803","display_name":"Tai Ching Li","orcid":null},"institutions":[{"id":"https://openalex.org/I103635307","display_name":"University of California, Riverside","ror":"https://ror.org/03nawhv43","country_code":"US","type":"education","lineage":["https://openalex.org/I103635307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tai Ching Li","raw_affiliation_strings":["University of California - Riverside, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California - Riverside, CA","institution_ids":["https://openalex.org/I103635307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024611007","display_name":"Mar\u00eda Vanrell","orcid":"https://orcid.org/0000-0002-1567-9293"},"institutions":[{"id":"https://openalex.org/I103635307","display_name":"University of California, Riverside","ror":"https://ror.org/03nawhv43","country_code":"US","type":"education","lineage":["https://openalex.org/I103635307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Maria Solanas Vanrell","raw_affiliation_strings":["University of California - Riverside, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California - Riverside, CA","institution_ids":["https://openalex.org/I103635307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081473798","display_name":"Andre Castro","orcid":null},"institutions":[{"id":"https://openalex.org/I103635307","display_name":"University of California, Riverside","ror":"https://ror.org/03nawhv43","country_code":"US","type":"education","lineage":["https://openalex.org/I103635307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andre Castro","raw_affiliation_strings":["University of California - Riverside, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California - Riverside, CA","institution_ids":["https://openalex.org/I103635307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037505718","display_name":"Konstantinos Pelechrinis","orcid":"https://orcid.org/0000-0002-6443-3935"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Konstantinos Pelechrinis","raw_affiliation_strings":["School of Information Sciences, University of Pittsburgh, Pittsburgh, PA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Sciences, University of Pittsburgh, Pittsburgh, PA","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054849323","display_name":"Evangelos E. Papalexakis","orcid":"https://orcid.org/0000-0002-3411-8483"},"institutions":[{"id":"https://openalex.org/I103635307","display_name":"University of California, Riverside","ror":"https://ror.org/03nawhv43","country_code":"US","type":"education","lineage":["https://openalex.org/I103635307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Evangelos E. Papalexakis","raw_affiliation_strings":["University of California - Riverside, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California - Riverside, CA","institution_ids":["https://openalex.org/I103635307"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018876909","display_name":"Michalis Faloutsos","orcid":"https://orcid.org/0000-0002-3882-9987"},"institutions":[{"id":"https://openalex.org/I103635307","display_name":"University of California, Riverside","ror":"https://ror.org/03nawhv43","country_code":"US","type":"education","lineage":["https://openalex.org/I103635307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michalis Faloutsos","raw_affiliation_strings":["University of California - Riverside, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California - Riverside, CA","institution_ids":["https://openalex.org/I103635307"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"301","last_page":"304"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9998999834060669,"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/T12519","display_name":"Cybercrime and Law Enforcement Studies","score":0.9980999827384949,"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/T12380","display_name":"Authorship Attribution and Profiling","score":0.9972000122070312,"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":0.8462995290756226},{"id":"https://openalex.org/keywords/hacker","display_name":"Hacker","score":0.7123132944107056},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.6921319365501404},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.631108820438385},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6225151419639587},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5109462141990662},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.506086528301239},{"id":"https://openalex.org/keywords/blacklist","display_name":"Blacklist","score":0.4605731964111328},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3955119252204895},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3585394620895386},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3412087559700012}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8462995290756226},{"id":"https://openalex.org/C86844869","wikidata":"https://www.wikidata.org/wiki/Q2798820","display_name":"Hacker","level":2,"score":0.7123132944107056},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.6921319365501404},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.631108820438385},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6225151419639587},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5109462141990662},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.506086528301239},{"id":"https://openalex.org/C2781345505","wikidata":"https://www.wikidata.org/wiki/Q2535979","display_name":"Blacklist","level":2,"score":0.4605731964111328},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3955119252204895},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3585394620895386},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3412087559700012},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3110025.3110055","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3110025.3110055","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.6299999952316284}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W624344441","https://openalex.org/W1674074141","https://openalex.org/W1983551905","https://openalex.org/W2009685860","https://openalex.org/W2016336890","https://openalex.org/W2122551442","https://openalex.org/W2140941224","https://openalex.org/W2291301591","https://openalex.org/W2435251607","https://openalex.org/W2441073633","https://openalex.org/W2770320243"],"related_works":["https://openalex.org/W3172840274","https://openalex.org/W50122730","https://openalex.org/W2245533262","https://openalex.org/W3129811130","https://openalex.org/W2265547225","https://openalex.org/W4379616178","https://openalex.org/W3185731761","https://openalex.org/W4292158217","https://openalex.org/W2181543702","https://openalex.org/W1486231179"],"abstract_inverted_index":{"How":[0],"much":[1],"useful":[2,251],"information":[3,38,43,110,119,252],"can":[4,130],"we":[5,53,97,115,223],"extract":[6,37,104],"from":[7,39,120,183,191],"security":[8,11,184],"forums?":[9],"Many":[10],"initiatives":[12],"and":[13,49,262],"commercial":[14],"entities":[15],"are":[16,65,243],"harnessing":[17],"the":[18,56,69,77,83,108,112,121,162,166,180,202,236,241,258],"readily":[19],"public":[20],"information,":[21],"but":[22],"they":[23],"seem":[24],"to":[25,36,75,103,133,178,226,235,250,256],"focus":[26,54],"on":[27,55,140],"structured":[28],"sources":[29],"of":[30,58,79,86,89,107,111,159,204],"information.":[31],"Our":[32,195],"goal":[33,85],"here":[34],"is":[35,44,95,210,265],"hacker":[40],"forums,":[41],"whose":[42],"provided":[45],"in":[46,68,145,161,208,214],"ad":[47],"hoc":[48],"unstructured":[50],"ways.":[51],"Here,":[52],"problem":[57],"identifying":[59,205],"malicious":[60,80,206,231],"IPs":[61,81,232],"addresses,":[62],"when":[63],"these":[64],"being":[66,87],"reported":[67],"forums.":[70,185,194],"We":[71,173,186],"develop":[72,175],"a":[73,99,141,156,176,266],"method":[74,102,196],"automate":[76,179],"identification":[78],"with":[82,117,147],"design":[84,126],"independent":[88],"external":[90],"sources.":[91],"A":[92],"key":[93,125],"novelty":[94],"that":[96],"use":[98],"matrix":[100],"decomposition":[101],"latent":[105],"features":[106],"behavioral":[109,148],"users,":[113],"which":[114],"combine":[116],"textual":[118],"related":[122],"posts.":[123],"As":[124,240],"feature,":[127],"our":[128,152,221,263],"technique":[129],"be":[131],"applied":[132],"different":[134,193],"language":[135,164],"forums":[136],"since":[137],"it":[138],"relies":[139],"simple":[142],"NLP":[143],"solution":[144,153],"combination":[146],"features.":[149,172],"In":[150],"particular,":[151],"only":[154],"needs":[155],"small":[157],"number":[158],"keywords":[160],"new":[163],"plus":[165],"user's":[167],"behavior":[168],"captured":[169],"by":[170,219],"specific":[171],"also":[174],"tool":[177],"data":[181],"collection":[182],"collect":[187],"approximately":[188],"600K":[189],"posts":[190],"3":[192,227],"exhibits":[197],"high":[198],"classification":[199],"accuracy,":[200],"while":[201],"precision":[203],"IP":[207],"post":[209],"greater":[211],"than":[212,233],"88%":[213],"all":[215],"three":[216],"sites.":[217],"Furthermore,":[218],"applying":[220],"method,":[222],"find":[224],"up":[225],"times":[228],"more":[229,245,254],"potentially":[230],"compared":[234],"reference":[237],"blacklist":[238],"VirusTotal.":[239],"cyber-wars":[242],"becoming":[244],"intense,":[246],"having":[247],"early":[248],"accesses":[249],"becomes":[253],"imperative":[255],"remove":[257],"hackers":[259],"first-move":[260],"advantage,":[261],"work":[264],"solid":[267],"step":[268],"towards":[269],"this":[270],"direction.":[271]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2017-12-04T00:00:00"}