{"id":"https://openalex.org/W2322327106","doi":"https://doi.org/10.1109/badgers.2014.9","title":"Security and Privacy Measurements in Social Networks: Experiences and Lessons Learned","display_name":"Security and Privacy Measurements in Social Networks: Experiences and Lessons Learned","publication_year":2014,"publication_date":"2014-09-01","ids":{"openalex":"https://openalex.org/W2322327106","doi":"https://doi.org/10.1109/badgers.2014.9","mag":"2322327106"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/badgers.2014.9","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://www.cs.columbia.edu/%7Epolakis/papers/polakis_badgers2014.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049793301","display_name":"Iasonas Polakis","orcid":null},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Iasonas Polakis","raw_affiliation_strings":["Computer Science Department, Columbia University, New York, NY, USA"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Columbia University, New York, NY, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055678575","display_name":"Federico Maggi","orcid":"https://orcid.org/0000-0003-1073-8036"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Federico Maggi","raw_affiliation_strings":["DEIB Politecnico Di Milano, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"DEIB Politecnico Di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046604572","display_name":"Stefano Zanero","orcid":"https://orcid.org/0000-0003-4710-5283"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Stefano Zanero","raw_affiliation_strings":["DEIB Politecnico Di Milano, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"DEIB Politecnico Di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023057383","display_name":"Angelos D. Keromytis","orcid":"https://orcid.org/0000-0003-3815-5932"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Angelos D. Keromytis","raw_affiliation_strings":["Computer Science Department, Columbia University, New York, NY, USA"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Columbia University, New York, NY, USA","institution_ids":["https://openalex.org/I78577930"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.587,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":4,"citation_normalized_percentile":{"value":0.826355,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":79,"max":81},"biblio":{"volume":null,"issue":null,"first_page":"18","last_page":"29"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11644","display_name":"Detection and Prevention of Phishing Attacks","score":0.9999,"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":"Detection and Prevention of Phishing Attacks","score":0.9999,"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/T11241","display_name":"Characterization and Detection of Android Malware","score":0.9998,"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/T11598","display_name":"Machine Learning for Internet Traffic Classification","score":0.9997,"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/security-analysis","display_name":"Security Analysis","score":0.50263},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.41220617}],"concepts":[{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.6848042},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.635814},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5883245},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.5626018},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.5268368},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4656632},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.44463095},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.41220617},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.3652603},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.3318178},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2790658},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.124798685},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11525226},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/badgers.2014.9","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.724.7509","pdf_url":"http://www.cs.columbia.edu/%7Epolakis/papers/polakis_badgers2014.pdf","source":{"id":"https://openalex.org/S4306400349","display_name":"CiteSeer X (The Pennsylvania State University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I130769515","host_organization_name":"Pennsylvania State University","host_organization_lineage":["https://openalex.org/I130769515"],"host_organization_lineage_names":["Pennsylvania State University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.724.7509","pdf_url":"http://www.cs.columbia.edu/%7Epolakis/papers/polakis_badgers2014.pdf","source":{"id":"https://openalex.org/S4306400349","display_name":"CiteSeer X (The Pennsylvania State University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I130769515","host_organization_name":"Pennsylvania State University","host_organization_lineage":["https://openalex.org/I130769515"],"host_organization_lineage_names":["Pennsylvania State University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},"sustainable_development_goals":[{"display_name":"Peace, justice, and strong institutions","score":0.42,"id":"https://metadata.un.org/sdg/16"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":22,"referenced_works":["https://openalex.org/W1550990138","https://openalex.org/W1578479379","https://openalex.org/W1655958391","https://openalex.org/W1900626215","https://openalex.org/W1922737625","https://openalex.org/W1986678144","https://openalex.org/W1993722065","https://openalex.org/W2025636081","https://openalex.org/W2043261743","https://openalex.org/W2068963333","https://openalex.org/W2083183119","https://openalex.org/W2084404696","https://openalex.org/W2112483153","https://openalex.org/W2114269021","https://openalex.org/W2120308327","https://openalex.org/W2122750868","https://openalex.org/W2125011234","https://openalex.org/W2133495192","https://openalex.org/W2162532690","https://openalex.org/W48410280","https://openalex.org/W75598057","https://openalex.org/W812938635"],"related_works":["https://openalex.org/W4312622923","https://openalex.org/W2748952813","https://openalex.org/W2728430307","https://openalex.org/W2375707231","https://openalex.org/W2120116197","https://openalex.org/W2072180474","https://openalex.org/W1990545028","https://openalex.org/W1977056376","https://openalex.org/W1960052459","https://openalex.org/W159653547"],"abstract_inverted_index":{"We":[0,31,165,346],"describe":[1,40],"our":[2,23,146,156,188,306],"experience":[3,189,307],"gained":[4],"while":[5,383],"exploring":[6],"practical":[7,352],"security":[8,87],"and":[9,21,49,138,158,163,209,255,289,292,302,334,373,377],"privacy":[10],"problems":[11],"in":[12,25,80,114,172,180,298],"a":[13,26,66,91,185,225,236,249,275,287,328,349],"real-world,":[14],"large-":[15],"scale":[16,315,323],"social":[17,85,362],"network":[18,86,368],"(i.e.,":[19],"Facebook),":[20],"summarize":[22],"conclusions":[24],"series":[27,350],"of":[28,94,145,228,239,252,278,300,351],"\"lessons":[29],"learned\".":[30],"first":[32],"conclude":[33,347],"that":[34,75,191,218,232,314],"it":[35,207],"is":[36,65,78,111,202],"better":[37],"to":[38,142,155,216,258,282,310,356],"adequately":[39],"the":[41,46,52,62,70,83,100,106,123,125,135,143,169,240,246,253,256,268,283,335,380,385,389],"potential":[42],"ethical":[43],"concerns":[44],"from":[45,69,360],"very":[47],"beginning":[48],"plan":[50,238],"ahead":[51],"institutional":[53],"review":[54],"board":[55],"(IRB)":[56],"request.":[57],"Even":[58],"though":[59],"sometimes":[60],"optional,":[61],"IRB":[63,247],"approval":[64],"valuable":[67],"point":[68,227,277],"reviewer's":[71],"perspective.":[72],"Another":[73],"aspect":[74],"needs":[76],"planning":[77,263],"getting":[79],"touch":[81],"with":[82,348],"online":[84,361,381],"team,":[88],"which":[89],"takes":[90],"substantial":[92],"amount":[93],"time.":[95],"With":[96],"their":[97,182],"support,":[98],"\"bending":[99],"rules\"":[101],"(e.g.,":[102,364],"using":[103,365],"scrapers)":[104],"when":[105,153,245],"experimental":[107],"goals":[108,270],"require":[109],"so,":[110],"easier.":[112],"Clearly,":[113],"cases":[115],"where":[116],"critical":[117],"technical":[118,276],"vulnerabilities":[119],"are":[120,220],"found":[121],"during":[122],"research,":[124],"general":[126],"recommendations":[127,353],"for":[128,343,367],"responsible":[129],"disclosure":[130],"should":[131,194,331,337],"be":[132,196,259,265,296,332],"followed.":[133],"Gaining":[134],"audience's":[136],"engagement":[137],"trust":[139],"was":[140],"essential":[141],"success":[144],"user":[147,371],"study.":[148],"Participants":[149],"felt":[150],"more":[151,178,203,320],"comfortable":[152],"subscribing":[154],"experiments,":[157],"also":[159],"responsibly":[160],"reported":[161],"bugs":[162],"glitches.":[164],"did":[166],"not":[167,195,221,338],"observe":[168],"same":[170],"behavior":[171],"crowd-sourcing":[173],"workers,":[174],"who":[175],"were":[176],"instead":[177],"interested":[179],"obtaining":[181],"rewards.":[183],"On":[184],"related":[186],"point,":[187],"suggests":[190],"crowd":[192],"sourcing":[193],"used":[197],"alone:":[198],"Setting":[199],"up":[200,316],"tasks":[201],"time":[204],"consuming":[205],"than":[206],"seems,":[208],"researchers":[210],"must":[211],"insert":[212],"some":[213],"sentinel":[214],"checks":[215],"ensure":[217],"workers":[219],"submitting":[222],"random":[223],"answers.From":[224],"logistics":[226,284],"view,":[229,279],"we":[230,308],"learned":[231],"having":[233,286],"at":[234],"least":[235],"high-level":[237],"experiments":[241],"pays":[242],"back,":[243],"especially":[244],"requires":[248],"detailed":[250],"description":[251],"work":[254],"data":[257,359,386],"collected.":[260],"However,":[261],"over":[262],"can":[264,271,322],"dangerous":[266],"because":[267],"measurement":[269],"change":[272],"dynamically.":[273],"From":[274,305],"partially":[280],"connected":[281],"remarks,":[285],"complex":[288],"large":[290],"data-gathering":[291],"analysis":[293],"framework":[294],"may":[295],"counterproductive":[297],"terms":[299],"set-up":[301],"management":[303],"overhead.":[304],"suggest":[309],"choose":[311],"simple":[312],"technologies":[313],"if":[317],"needed":[318],"but,":[319],"importantly,":[321],"down.":[324],"For":[325],"example,":[326],"launching":[327],"quick":[329],"query":[330],"straightforward,":[333],"frameworks":[336],"impose":[339],"too":[340],"much":[341],"overhead":[342],"formulating":[344],"it.":[345],"on":[354],"how":[355],"successfully":[357],"collect":[358],"networks":[363],"techniques":[366],"multipresence,":[369],"mimicking":[370],"behavior,":[372],"other":[374],"crawling":[375],"\"tricks\"')":[376],"avoid":[378],"abusing":[379],"service,":[382],"gathering":[384],"required":[387],"by":[388],"experiments.":[390]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2322327106","counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2024-12-02T19:07:53.844665","created_date":"2016-06-24"}