{"id":"https://openalex.org/W2887289472","doi":"https://doi.org/10.1145/3230833.3230845","title":"A Nlp-based Solution to Prevent from Privacy Leaks in Social Network Posts","display_name":"A Nlp-based Solution to Prevent from Privacy Leaks in Social Network Posts","publication_year":2018,"publication_date":"2018-08-13","ids":{"openalex":"https://openalex.org/W2887289472","doi":"https://doi.org/10.1145/3230833.3230845","mag":"2887289472"},"language":"en","primary_location":{"id":"doi:10.1145/3230833.3230845","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3230833.3230845","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Conference on Availability, Reliability and Security","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/A5006915371","display_name":"Gerardo Canfora","orcid":"https://orcid.org/0000-0003-0049-1279"},"institutions":[{"id":"https://openalex.org/I16337185","display_name":"University of Sannio","ror":"https://ror.org/04vc81p87","country_code":"IT","type":"education","lineage":["https://openalex.org/I16337185"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Gerardo Canfora","raw_affiliation_strings":["University of Sannio, Benevento, Italy"],"affiliations":[{"raw_affiliation_string":"University of Sannio, Benevento, Italy","institution_ids":["https://openalex.org/I16337185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043960445","display_name":"Andrea Di Sorbo","orcid":"https://orcid.org/0000-0002-3192-739X"},"institutions":[{"id":"https://openalex.org/I16337185","display_name":"University of Sannio","ror":"https://ror.org/04vc81p87","country_code":"IT","type":"education","lineage":["https://openalex.org/I16337185"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Di Sorbo","raw_affiliation_strings":["University of Sannio, Benevento, Italy"],"affiliations":[{"raw_affiliation_string":"University of Sannio, Benevento, Italy","institution_ids":["https://openalex.org/I16337185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007884907","display_name":"Enrico Emanuele","orcid":null},"institutions":[{"id":"https://openalex.org/I16337185","display_name":"University of Sannio","ror":"https://ror.org/04vc81p87","country_code":"IT","type":"education","lineage":["https://openalex.org/I16337185"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Enrico Emanuele","raw_affiliation_strings":["University of Sannio, Benevento, Italy"],"affiliations":[{"raw_affiliation_string":"University of Sannio, Benevento, Italy","institution_ids":["https://openalex.org/I16337185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027034924","display_name":"Sara Forootani","orcid":null},"institutions":[{"id":"https://openalex.org/I16337185","display_name":"University of Sannio","ror":"https://ror.org/04vc81p87","country_code":"IT","type":"education","lineage":["https://openalex.org/I16337185"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sara Forootani","raw_affiliation_strings":["University of Sannio, Benevento, Italy"],"affiliations":[{"raw_affiliation_string":"University of Sannio, Benevento, Italy","institution_ids":["https://openalex.org/I16337185"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048951071","display_name":"Corrado Aaron Visaggio","orcid":"https://orcid.org/0000-0002-0558-4450"},"institutions":[{"id":"https://openalex.org/I16337185","display_name":"University of Sannio","ror":"https://ror.org/04vc81p87","country_code":"IT","type":"education","lineage":["https://openalex.org/I16337185"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Corrado A. Visaggio","raw_affiliation_strings":["University of Sannio, Benevento, Italy"],"affiliations":[{"raw_affiliation_string":"University of Sannio, Benevento, Italy","institution_ids":["https://openalex.org/I16337185"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5006915371"],"corresponding_institution_ids":["https://openalex.org/I16337185"],"apc_list":null,"apc_paid":null,"fwci":3.4215,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.93358005,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9973999857902527,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9966999888420105,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7945319414138794},{"id":"https://openalex.org/keywords/private-information-retrieval","display_name":"Private information retrieval","score":0.6728714108467102},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6512836217880249},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.6424436569213867},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.5517501831054688},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5476256608963013},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.48685163259506226},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46895331144332886},{"id":"https://openalex.org/keywords/privacy-policy","display_name":"Privacy policy","score":0.457588791847229},{"id":"https://openalex.org/keywords/information-sensitivity","display_name":"Information sensitivity","score":0.43684491515159607},{"id":"https://openalex.org/keywords/privacy-protection","display_name":"Privacy protection","score":0.4272553026676178},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.42462658882141113},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40158674120903015},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3829149901866913},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.34084033966064453},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.33326417207717896},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.31860193610191345},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2536206841468811}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7945319414138794},{"id":"https://openalex.org/C99221444","wikidata":"https://www.wikidata.org/wiki/Q1532069","display_name":"Private information retrieval","level":2,"score":0.6728714108467102},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6512836217880249},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.6424436569213867},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.5517501831054688},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5476256608963013},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.48685163259506226},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46895331144332886},{"id":"https://openalex.org/C102938260","wikidata":"https://www.wikidata.org/wiki/Q1999831","display_name":"Privacy policy","level":3,"score":0.457588791847229},{"id":"https://openalex.org/C137822555","wikidata":"https://www.wikidata.org/wiki/Q2587068","display_name":"Information sensitivity","level":2,"score":0.43684491515159607},{"id":"https://openalex.org/C3017597292","wikidata":"https://www.wikidata.org/wiki/Q25052250","display_name":"Privacy protection","level":2,"score":0.4272553026676178},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.42462658882141113},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40158674120903015},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3829149901866913},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.34084033966064453},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.33326417207717896},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.31860193610191345},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2536206841468811},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3230833.3230845","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3230833.3230845","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Conference on Availability, Reliability and Security","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.46000000834465027,"id":"https://metadata.un.org/sdg/1","display_name":"No poverty"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W23149702","https://openalex.org/W153756376","https://openalex.org/W1508977358","https://openalex.org/W1660390307","https://openalex.org/W1779879527","https://openalex.org/W1967689022","https://openalex.org/W1988701962","https://openalex.org/W2002787959","https://openalex.org/W2004710253","https://openalex.org/W2033020833","https://openalex.org/W2097427281","https://openalex.org/W2126574721","https://openalex.org/W2198074429","https://openalex.org/W2247907802","https://openalex.org/W2269669084","https://openalex.org/W2272806125","https://openalex.org/W2389246322","https://openalex.org/W2427364969","https://openalex.org/W2619488670","https://openalex.org/W2746416264","https://openalex.org/W3100732544","https://openalex.org/W4248950571","https://openalex.org/W4289619803"],"related_works":["https://openalex.org/W2116878667","https://openalex.org/W2799413405","https://openalex.org/W4250911077","https://openalex.org/W3134446890","https://openalex.org/W2481951945","https://openalex.org/W2127805142","https://openalex.org/W2298657118","https://openalex.org/W2989137146","https://openalex.org/W315296216","https://openalex.org/W2372946744"],"abstract_inverted_index":{"Private":[0],"and":[1,82,137],"sensitive":[2,90],"information":[3,50,91],"is":[4,15,53,93,133],"often":[5,110],"revealed":[6],"in":[7,10,95],"posts":[8],"appearing":[9],"Social":[11],"Networks":[12],"(SN).":[13],"This":[14],"due":[16],"to":[17,21,31,45,86,114],"the":[18,36,47,62,65,69,89,101,148],"users'":[19],"willingness":[20],"increase":[22],"their":[23],"interactions":[24],"within":[25],"specific":[26,143],"social":[27,97],"groups,":[28],"but":[29],"also":[30],"a":[32,72,80,96,142],"poor":[33],"knowledge":[34],"about":[35,64],"risks":[37,66],"for":[38],"privacy.":[39],"We":[40],"argue":[41],"that":[42,108,126],"technologies":[43],"able":[44],"evaluate":[46],"sensitiveness":[48],"of":[49,71,103,150],"while":[51],"it":[52,132],"being":[54],"published":[55],"could":[56],"enhance":[57],"privacy":[58],"protection":[59],"by":[60,112],"warning":[61],"user":[63],"deriving":[67],"from":[68],"disclosure":[70],"certain":[73],"information.":[74],"To":[75],"this":[76],"aim,":[77],"we":[78],"propose":[79],"method,":[81],"an":[83],"accompanying":[84],"tool,":[85],"automatically":[87],"intercept":[88],"which":[92],"delivered":[94],"network":[98],"post,":[99],"through":[100],"exploitation":[102],"recurrent":[104],"natural":[105],"language":[106],"patterns":[107],"are":[109],"used":[111],"users":[113],"disclose":[115],"private":[116],"data.":[117],"A":[118],"comparison":[119],"with":[120],"several":[121],"machine":[122],"learning":[123],"techniques":[124],"reveals":[125],"our":[127],"method":[128],"outperforms":[129],"them,":[130],"since":[131],"more":[134],"precise,":[135],"accurate":[136],"not":[138],"dependent":[139],"on":[140],"(i)":[141],"training":[144],"set,":[145],"or":[146],"(ii)":[147],"selection":[149],"particular":[151],"features.":[152]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}