{"id":"https://openalex.org/W1997421642","doi":"https://doi.org/10.1145/2396761.2396823","title":"Delineating social network data anonymization via random edge perturbation","display_name":"Delineating social network data anonymization via random edge perturbation","publication_year":2012,"publication_date":"2012-10-29","ids":{"openalex":"https://openalex.org/W1997421642","doi":"https://doi.org/10.1145/2396761.2396823","mag":"1997421642"},"language":"en","primary_location":{"id":"doi:10.1145/2396761.2396823","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2396761.2396823","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 21st ACM international conference on Information and knowledge management","raw_type":"proceedings-article"},"type":"preprint","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/A5103404327","display_name":"Mingqiang Xue","orcid":null},"institutions":[{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Mingqiang Xue","raw_affiliation_strings":["Institute for Infocomm Research, Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Infocomm Research, Singapore, Singapore","institution_ids":["https://openalex.org/I3005327000"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103092057","display_name":"Panagiotis Karras","orcid":"https://orcid.org/0000-0003-0509-9129"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Panagiotis Karras","raw_affiliation_strings":["Rutgers University, Newark, NJ, USA","Rutgers University , Newark, NJ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rutgers University, Newark, NJ, USA","institution_ids":["https://openalex.org/I102322142"]},{"raw_affiliation_string":"Rutgers University , Newark, NJ, USA","institution_ids":["https://openalex.org/I102322142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106500715","display_name":"Raissi Chedy","orcid":null},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I4210127166","display_name":"Centre Inria de l'Universit\u00e9 de Lorraine","ror":"https://ror.org/03fcjvn64","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210127166"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Raissi Chedy","raw_affiliation_strings":["INRIA, Nancy, Nancy, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INRIA, Nancy, Nancy, France","institution_ids":["https://openalex.org/I4210127166","https://openalex.org/I1326498283"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014399734","display_name":"Panos Kalnis","orcid":"https://orcid.org/0000-0002-5060-1360"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Panos Kalnis","raw_affiliation_strings":["KAUST, Thuwal, Saudi Arabia","KAUST, Thuwal, Saudi Arabia#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KAUST, Thuwal, Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]},{"raw_affiliation_string":"KAUST, Thuwal, Saudi Arabia#TAB#","institution_ids":["https://openalex.org/I71920554"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111457801","display_name":"Hung Keng Pung","orcid":null},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Hung Keng Pung","raw_affiliation_strings":["National University of Singapore, Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.5383,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.92611231,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"475","last_page":"484"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9997000098228455,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9991999864578247,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9811999797821045,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.7364396452903748},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7079403400421143},{"id":"https://openalex.org/keywords/adversary","display_name":"Adversary","score":0.6418306827545166},{"id":"https://openalex.org/keywords/perturbation","display_name":"Perturbation (astronomy)","score":0.6004254221916199},{"id":"https://openalex.org/keywords/differential-privacy","display_name":"Differential privacy","score":0.49315541982650757},{"id":"https://openalex.org/keywords/publication","display_name":"Publication","score":0.487806111574173},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.48059770464897156},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4550706744194031},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.45144978165626526},{"id":"https://openalex.org/keywords/random-walk","display_name":"Random walk","score":0.42952191829681396},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4209461808204651},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4130445122718811},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4004436731338501},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.23052096366882324},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16953915357589722},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13971680402755737},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.08210572600364685},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.080893874168396}],"concepts":[{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.7364396452903748},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7079403400421143},{"id":"https://openalex.org/C41065033","wikidata":"https://www.wikidata.org/wiki/Q2825412","display_name":"Adversary","level":2,"score":0.6418306827545166},{"id":"https://openalex.org/C177918212","wikidata":"https://www.wikidata.org/wiki/Q803623","display_name":"Perturbation (astronomy)","level":2,"score":0.6004254221916199},{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.49315541982650757},{"id":"https://openalex.org/C41458344","wikidata":"https://www.wikidata.org/wiki/Q732577","display_name":"Publication","level":2,"score":0.487806111574173},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.48059770464897156},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4550706744194031},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.45144978165626526},{"id":"https://openalex.org/C121194460","wikidata":"https://www.wikidata.org/wiki/Q856741","display_name":"Random walk","level":2,"score":0.42952191829681396},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4209461808204651},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4130445122718811},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4004436731338501},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.23052096366882324},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16953915357589722},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13971680402755737},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.08210572600364685},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.080893874168396},{"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/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","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/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","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}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1145/2396761.2396823","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2396761.2396823","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 21st ACM international conference on Information and knowledge management","raw_type":"proceedings-article"},{"id":"pmh:oai:scholarbank.nus.edu.sg:10635/41276","is_oa":false,"landing_page_url":"http://scholarbank.nus.edu.sg/handle/10635/41276","pdf_url":null,"source":{"id":"https://openalex.org/S7407052290","display_name":"National University of Singapore","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus","raw_type":"Conference Paper"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.725.3572","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.725.3572","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.loria.fr/%7Eraissi/assets/papers/cikm2012.pdf","raw_type":"text"},{"id":"pmh:oai:HAL:hal-00768441v1","is_oa":false,"landing_page_url":"https://inria.hal.science/hal-00768441","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"CIKM - 21st ACM International Conference on Information and Knowledge Management - 2012, Oct 2012, Maui, United States","raw_type":"Conference papers"},{"id":"pmh:oai:repository.kaust.edu.sa:10754/564506","is_oa":false,"landing_page_url":"http://hdl.handle.net/10754/564506","pdf_url":null,"source":{"id":"https://openalex.org/S4306401596","display_name":"King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I71920554","host_organization_name":"King Abdullah University of Science and Technology","host_organization_lineage":["https://openalex.org/I71920554"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.5799999833106995,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W20667085","https://openalex.org/W1998091733","https://openalex.org/W2000133061","https://openalex.org/W2011039300","https://openalex.org/W2029173860","https://openalex.org/W2032186932","https://openalex.org/W2078937669","https://openalex.org/W2096296626","https://openalex.org/W2119404697","https://openalex.org/W2124849257","https://openalex.org/W2128248866","https://openalex.org/W2147426950","https://openalex.org/W2161067131","https://openalex.org/W2163263459","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W3038283795","https://openalex.org/W2604501336","https://openalex.org/W2734500670","https://openalex.org/W2558166297","https://openalex.org/W2315671126","https://openalex.org/W798507144","https://openalex.org/W2964481303","https://openalex.org/W1751413323","https://openalex.org/W2571704763","https://openalex.org/W4315488958"],"abstract_inverted_index":{"Social":[0],"network":[1,38,211],"data":[2,21,124,136],"analysis":[3,125,198],"raises":[4],"concerns":[5],"about":[6],"the":[7,25,32,36,71,109,129,134,139,151,183,194,205],"privacy":[8],"of":[9,27,35,73,90,108,115,182,185,187,193,208],"related":[10],"entities":[11],"or":[12],"individuals.":[13],"To":[14],"address":[15],"this":[16,67],"issue,":[17],"organizations":[18],"can":[19,94,118,168],"publish":[20],"after":[22],"simply":[23],"replacing":[24],"identities":[26],"individuals":[28,61],"with":[29,216],"pseudonyms,":[30],"leaving":[31],"overall":[33],"structure":[34],"social":[37,210],"unchanged.":[39],"However,":[40],"it":[41],"has":[42],"been":[43],"shown":[44],"that":[45,87,133,164],"attacks":[46,167],"based":[47,75],"on":[48,76,128],"structural":[49,91],"identification":[50,92,206],"(e.g.,":[51],"a":[52,155,178,191,200],"walk-based":[53,152],"attack)":[54],"enable":[55],"an":[56,63],"adversary":[57],"to":[58,80,149],"re-identify":[59],"selected":[60],"in":[62],"anonymized":[64],"network.":[65],"In":[66],"paper":[68],"we":[69,145,157,162,176],"explore":[70],"capacity":[72],"techniques":[74],"random":[77,99],"edge":[78,100],"perturbation":[79,101,140,195],"thwart":[81],"such":[82,165],"attacks.":[83],"We":[84],"theoretically":[85],"establish":[86],"any":[88],"kind":[89],"attack":[93,189],"effectively":[95],"be":[96,119,170],"prevented":[97,171],"using":[98],"and":[102,122,218],"show":[103],"that,":[104],"surprisingly,":[105],"important":[106],"properties":[107],"whole":[110],"network,":[111],"as":[112,114,142,190],"well":[113],"subgraphs":[116],"thereof,":[117],"accurately":[120],"calculated":[121],"hence":[123],"tasks":[126],"performed":[127],"perturbed":[130,209],"data,":[131],"given":[132],"legitimate":[135],"recipient":[137],"knows":[138],"probability":[141,184],"well.":[143],"Yet":[144],"also":[146,169],"examine":[147],"ways":[148],"enhance":[150],"attack,":[153],"proposing":[154],"variant":[156],"call":[158],"probabilistic":[159,166],"attack.":[160],"Nevertheless,":[161],"demonstrate":[163],"under":[172],"sufficient":[173],"perturbation.":[174],"Eventually,":[175],"conduct":[177],"thorough":[179],"theoretical":[180],"study":[181],"success":[186],"any}structural":[188],"function":[192],"probability.":[196],"Our":[197],"provides":[199],"powerful":[201],"tool":[202],"for":[203],"delineating":[204],"risk":[207],"data;":[212],"our":[213,222],"extensive":[214],"experiments":[215],"synthetic":[217],"real":[219],"datasets":[220],"confirm":[221],"expectations.":[223]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
