{"id":"https://openalex.org/W2790832484","doi":"https://doi.org/10.1109/tdsc.2018.2804394","title":"Anonymity Services Tor, I2P, JonDonym: Classifying in the Dark (Web)","display_name":"Anonymity Services Tor, I2P, JonDonym: Classifying in the Dark (Web)","publication_year":2018,"publication_date":"2018-02-09","ids":{"openalex":"https://openalex.org/W2790832484","doi":"https://doi.org/10.1109/tdsc.2018.2804394","mag":"2790832484"},"language":"en","primary_location":{"id":"doi:10.1109/tdsc.2018.2804394","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tdsc.2018.2804394","pdf_url":null,"source":{"id":"https://openalex.org/S133795288","display_name":"IEEE Transactions on Dependable and Secure Computing","issn_l":"1545-5971","issn":["1545-5971","1941-0018","2160-9209"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Dependable and Secure Computing","raw_type":"journal-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/A5000897225","display_name":"Antonio Montieri","orcid":"https://orcid.org/0000-0003-4340-442X"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonio Montieri","raw_affiliation_strings":["University of Napoli Federico II, Napoli, Italy"],"raw_orcid":"https://orcid.org/0000-0003-4340-442X","affiliations":[{"raw_affiliation_string":"University of Napoli Federico II, Napoli, Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068466049","display_name":"Domenico Ciuonzo","orcid":"https://orcid.org/0000-0002-6230-2958"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Domenico Ciuonzo","raw_affiliation_strings":["NM2 s.r.l., Napoli, Italy"],"raw_orcid":"https://orcid.org/0000-0002-6230-2958","affiliations":[{"raw_affiliation_string":"NM2 s.r.l., Napoli, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059880462","display_name":"Giuseppe Aceto","orcid":"https://orcid.org/0000-0002-4445-6259"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Aceto","raw_affiliation_strings":["NM2 s.r.l., Napoli, Italy","University of Napoli Federico II, Napoli, Italy"],"raw_orcid":"https://orcid.org/0000-0002-4445-6259","affiliations":[{"raw_affiliation_string":"NM2 s.r.l., Napoli, Italy","institution_ids":[]},{"raw_affiliation_string":"University of Napoli Federico II, Napoli, Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064292700","display_name":"Antonio Pescap\u00e8","orcid":"https://orcid.org/0000-0002-0221-7444"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonio Pescape","raw_affiliation_strings":["NM2 s.r.l., Napoli, Italy","University of Napoli Federico II, Napoli, Italy"],"raw_orcid":"https://orcid.org/0000-0002-0221-7444","affiliations":[{"raw_affiliation_string":"NM2 s.r.l., Napoli, Italy","institution_ids":[]},{"raw_affiliation_string":"University of Napoli Federico II, Napoli, Italy","institution_ids":["https://openalex.org/I71267560"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.907,"has_fulltext":false,"cited_by_count":113,"citation_normalized_percentile":{"value":0.97379556,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"17","issue":"3","first_page":"662","last_page":"675"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":1.0,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":1.0,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9976000189781189,"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/T12034","display_name":"Digital and Cyber Forensics","score":0.993399977684021,"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/anonymity","display_name":"Anonymity","score":0.8549530506134033},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7285723686218262},{"id":"https://openalex.org/keywords/traffic-classification","display_name":"Traffic classification","score":0.6561344861984253},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.5591236352920532},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.5251878499984741},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.46370038390159607},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4585838317871094},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3016960918903351},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.25626140832901}],"concepts":[{"id":"https://openalex.org/C178005623","wikidata":"https://www.wikidata.org/wiki/Q308859","display_name":"Anonymity","level":2,"score":0.8549530506134033},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7285723686218262},{"id":"https://openalex.org/C169988225","wikidata":"https://www.wikidata.org/wiki/Q7832484","display_name":"Traffic classification","level":3,"score":0.6561344861984253},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.5591236352920532},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.5251878499984741},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.46370038390159607},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4585838317871094},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3016960918903351},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.25626140832901},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tdsc.2018.2804394","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tdsc.2018.2804394","pdf_url":null,"source":{"id":"https://openalex.org/S133795288","display_name":"IEEE Transactions on Dependable and Secure Computing","issn_l":"1545-5971","issn":["1545-5971","1941-0018","2160-9209"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Dependable and Secure Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321629","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W746053470","https://openalex.org/W1504694836","https://openalex.org/W1505553024","https://openalex.org/W1539382526","https://openalex.org/W1543537233","https://openalex.org/W1570448133","https://openalex.org/W1572248163","https://openalex.org/W1655958391","https://openalex.org/W1817561967","https://openalex.org/W1992562179","https://openalex.org/W2001984188","https://openalex.org/W2010716466","https://openalex.org/W2030035059","https://openalex.org/W2055261595","https://openalex.org/W2069128571","https://openalex.org/W2079842810","https://openalex.org/W2084327706","https://openalex.org/W2096118443","https://openalex.org/W2096674597","https://openalex.org/W2099215689","https://openalex.org/W2104114371","https://openalex.org/W2108217512","https://openalex.org/W2110976404","https://openalex.org/W2119271160","https://openalex.org/W2125055259","https://openalex.org/W2127563425","https://openalex.org/W2127939887","https://openalex.org/W2133612982","https://openalex.org/W2133990480","https://openalex.org/W2135579486","https://openalex.org/W2144762488","https://openalex.org/W2149600645","https://openalex.org/W2168006138","https://openalex.org/W2210387432","https://openalex.org/W2218353043","https://openalex.org/W2243167037","https://openalex.org/W2272516773","https://openalex.org/W2588675103","https://openalex.org/W2591712613","https://openalex.org/W2625785018","https://openalex.org/W2763433824","https://openalex.org/W2765541515","https://openalex.org/W2779898574","https://openalex.org/W2786393202","https://openalex.org/W2786967389","https://openalex.org/W2911964244","https://openalex.org/W4240685602","https://openalex.org/W6632265488","https://openalex.org/W6678695848","https://openalex.org/W6690590711","https://openalex.org/W6738831534","https://openalex.org/W6748063498"],"related_works":["https://openalex.org/W1966494590","https://openalex.org/W1593132758","https://openalex.org/W3023934611","https://openalex.org/W2179036394","https://openalex.org/W2012465643","https://openalex.org/W4206905835","https://openalex.org/W2613715541","https://openalex.org/W2773751105","https://openalex.org/W4293863212","https://openalex.org/W2050261031"],"abstract_inverted_index":{"Traffic":[0],"Classification":[1],"(TC)":[2],"is":[3,21,105,138,146],"an":[4,163,185],"important":[5],"tool":[6,78],"for":[7],"several":[8],"tasks,":[9],"applied":[10],"in":[11,61,169,191],"different":[12],"fields":[13],"(security,":[14],"management,":[15],"traffic":[16,81,91,183],"engineering,":[17],"R&D).":[18],"This":[19],"process":[20],"impaired":[22],"or":[23],"prevented":[24],"by":[25],"privacy-preserving":[26],"protocols":[27],"and":[28,35,47,107,113,167,173,189,195],"tools,":[29,96],"that":[30,150],"encrypt":[31],"the":[32,43,45,48,51,68,75,80,90,108,117,122,129,151,178,182],"communication":[33],"content,":[34],"(in":[36],"case":[37,170,192],"of":[38,50,70,92,110,124,132,143,165,171,187,193],"anonymity":[39,77,95,153],"tools)":[40],"additionally":[41],"hide":[42],"source,":[44],"destination,":[46],"nature":[49],"communication.":[52],"In":[53],"this":[54],"paper,":[55],"leveraging":[56],"a":[57],"public":[58],"dataset":[59],"released":[60],"2017,":[62],"we":[63],"provide":[64],"classification":[65],"results":[66],"with":[67],"aim":[69],"investigating":[71],"to":[72,89,116],"which":[73],"degree":[74],"specific":[76,179],"(and":[79,135],"it":[82],"hides)":[83],"can":[84,158],"be":[85,159],"identified,":[86],"when":[87],"compared":[88],"other":[93],"considered":[94,152],"using":[97],"five":[98],"machine":[99],"learning":[100],"classifiers.":[101],"Initially,":[102],"flow-based":[103,172,194],"TC":[104,142],"considered,":[106],"effects":[109],"feature":[111],"importance":[112],"temporal-related":[114],"features":[115],"network":[118],"are":[119],"investigated.":[120],"Additionally,":[121],"role":[123],"finer-grained":[125],"features,":[126],"such":[127],"as":[128],"(joint)":[130],"histogram":[131],"packet":[133],"lengths":[134],"inter-arrival":[136],"times),":[137],"determined.":[139],"Successively,":[140],"\u201cearly\u201d":[141],"anonymous":[144],"networks":[145,154],"analyzed.":[147],"Results":[148],"show":[149],"(Tor,":[155],"I2P,":[156],"JonDonym)":[157],"easily":[160],"distinguished":[161],"(with":[162,184],"accuracy":[164,186],"99.87%":[166],"99.80%,":[168],"early-TC,":[174,196],"respectively),":[175],"telling":[176],"even":[177],"application":[180],"generating":[181],"73.99%":[188],"66.76%,":[190],"respectively).":[197]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":26},{"year":2023,"cited_by_count":20},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":17},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":2}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
