{"id":"https://openalex.org/W2161443757","doi":"https://doi.org/10.1109/pimrc.2007.4394186","title":"Towards Privacy-Preserving Network Monitoring: Issues and Challenges","display_name":"Towards Privacy-Preserving Network Monitoring: Issues and Challenges","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W2161443757","doi":"https://doi.org/10.1109/pimrc.2007.4394186","mag":"2161443757"},"language":"en","primary_location":{"id":"doi:10.1109/pimrc.2007.4394186","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pimrc.2007.4394186","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 IEEE 18th International Symposium on Personal, Indoor and Mobile Radio Communications","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://doi.org/10.1109/PIMRC.2007.4394186","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007176500","display_name":"Giuseppe Bianchi","orcid":"https://orcid.org/0000-0001-7277-7423"},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"G. Bianchi","raw_affiliation_strings":["University of Roma Tor Vergata, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Roma Tor Vergata, Rome, Italy","institution_ids":["https://openalex.org/I116067653"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073526678","display_name":"E. Boschi","orcid":"https://orcid.org/0009-0009-8426-5658"},"institutions":[{"id":"https://openalex.org/I4210142752","display_name":"Hitachi (France)","ror":"https://ror.org/04yk3c231","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210142752","https://openalex.org/I65143321"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"E. Boschi","raw_affiliation_strings":["Hitachi Europe SAS, La Valbonne, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hitachi Europe SAS, La Valbonne, France","institution_ids":["https://openalex.org/I4210142752"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021081251","display_name":"Dimitra I. Kaklamani","orcid":"https://orcid.org/0000-0002-1641-9485"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"D. I. Kaklamani","raw_affiliation_strings":["National and Technical University of Athens, Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National and Technical University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072859056","display_name":"E. Koutsoloukas","orcid":null},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"E. A. Koutsoloukas","raw_affiliation_strings":["National and Technical University of Athens, Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National and Technical University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088721624","display_name":"Georgios V. Lioudakis","orcid":"https://orcid.org/0000-0002-4628-6265"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"G. V. Lioudakis","raw_affiliation_strings":["National and Technical University of Athens, Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National and Technical University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074307022","display_name":"F. Oppedisano","orcid":null},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"F. Oppedisano","raw_affiliation_strings":["University of Pisa, Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Pisa, Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004830447","display_name":"Martin Petraschek","orcid":null},"institutions":[{"id":"https://openalex.org/I4210122474","display_name":"Forschungszentrum Telekommunikation Wien","ror":"https://ror.org/026nftk33","country_code":"AT","type":"facility","lineage":["https://openalex.org/I4210122474"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"M. Petraschek","raw_affiliation_strings":["Forschungszentrum Telekommunikation Wien, Vienna, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Forschungszentrum Telekommunikation Wien, Vienna, Austria","institution_ids":["https://openalex.org/I4210122474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038433074","display_name":"Fabio Ricciato","orcid":"https://orcid.org/0000-0002-4785-3858"},"institutions":[{"id":"https://openalex.org/I4210122474","display_name":"Forschungszentrum Telekommunikation Wien","ror":"https://ror.org/026nftk33","country_code":"AT","type":"facility","lineage":["https://openalex.org/I4210122474"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"F. Ricciato","raw_affiliation_strings":["Forschungszentrum Telekommunikation Wien, Vienna, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Forschungszentrum Telekommunikation Wien, Vienna, Austria","institution_ids":["https://openalex.org/I4210122474"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074880177","display_name":"Carsten Schmoll","orcid":null},"institutions":[{"id":"https://openalex.org/I2800804238","display_name":"Fraunhofer Institute for Open Communication Systems","ror":"https://ror.org/00px80p03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2800804238","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"C. Schmoll","raw_affiliation_strings":["Fraunhofer FOKUS Institute, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer FOKUS Institute, Berlin, Germany","institution_ids":["https://openalex.org/I2800804238"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9542,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.83220147,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"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":0.9998999834060669,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9987999796867371,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7204610109329224},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.6463337540626526},{"id":"https://openalex.org/keywords/network-monitoring","display_name":"Network monitoring","score":0.5195868015289307},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.46791794896125793},{"id":"https://openalex.org/keywords/deep-packet-inspection","display_name":"Deep packet inspection","score":0.4337790906429291},{"id":"https://openalex.org/keywords/raw-data","display_name":"Raw data","score":0.41606682538986206},{"id":"https://openalex.org/keywords/privacy-protection","display_name":"Privacy protection","score":0.4123665392398834},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.36476385593414307}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7204610109329224},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.6463337540626526},{"id":"https://openalex.org/C81877898","wikidata":"https://www.wikidata.org/wiki/Q1965787","display_name":"Network monitoring","level":2,"score":0.5195868015289307},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.46791794896125793},{"id":"https://openalex.org/C204679922","wikidata":"https://www.wikidata.org/wiki/Q734252","display_name":"Deep packet inspection","level":3,"score":0.4337790906429291},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.41606682538986206},{"id":"https://openalex.org/C3017597292","wikidata":"https://www.wikidata.org/wiki/Q25052250","display_name":"Privacy protection","level":2,"score":0.4123665392398834},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.36476385593414307},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/pimrc.2007.4394186","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pimrc.2007.4394186","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 IEEE 18th International Symposium on Personal, Indoor and Mobile Radio Communications","raw_type":"proceedings-article"},{"id":"pmh:oai:dspace.lib.ntua.gr:123456789/32076","is_oa":true,"landing_page_url":"http://doi.org/10.1109/PIMRC.2007.4394186","pdf_url":null,"source":{"id":"https://openalex.org/S4377196837","display_name":"DSpace - NTUA (National Technical University of Athens)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I174458059","host_organization_name":"National Technical University of Athens","host_organization_lineage":["https://openalex.org/I174458059"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:fraunhofer.de:N-152941","is_oa":false,"landing_page_url":"http://publica.fraunhofer.de/documents/N-152941.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400801","display_name":"Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fraunhofer FOKUS","raw_type":"Conference Paper"},{"id":"pmh:oai:publica.fraunhofer.de:publica/357344","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/357344","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":{"id":"pmh:oai:dspace.lib.ntua.gr:123456789/32076","is_oa":true,"landing_page_url":"http://doi.org/10.1109/PIMRC.2007.4394186","pdf_url":null,"source":{"id":"https://openalex.org/S4377196837","display_name":"DSpace - NTUA (National Technical University of Athens)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I174458059","host_organization_name":"National Technical University of Athens","host_organization_lineage":["https://openalex.org/I174458059"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"score":0.8199999928474426,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W40890042","https://openalex.org/W96486943","https://openalex.org/W1875604605","https://openalex.org/W2010490522","https://openalex.org/W2078021840","https://openalex.org/W2100717026","https://openalex.org/W2110385611","https://openalex.org/W2140381180","https://openalex.org/W2147215426","https://openalex.org/W4231645469","https://openalex.org/W6604012603","https://openalex.org/W6639450640","https://openalex.org/W6813709114"],"related_works":["https://openalex.org/W2594425278","https://openalex.org/W1544967040","https://openalex.org/W4226031521","https://openalex.org/W3160314615","https://openalex.org/W2381288267","https://openalex.org/W2155469080","https://openalex.org/W2299887038","https://openalex.org/W2359486288","https://openalex.org/W2378403645","https://openalex.org/W2049529241"],"abstract_inverted_index":{"Passive":[0],"network":[1,71],"monitoring":[2,36,72,85],"is":[3],"required":[4],"for":[5,41,46],"the":[6,47,52,59,63],"operation":[7],"and":[8,19,33,62],"maintenance":[9],"of":[10,51,67],"communication":[11],"networks":[12],"as":[13,15],"well":[14],"to":[16,35,57],"detect":[17],"frauds":[18],"attacks.":[20],"Typically,":[21],"raw":[22],"packet-level":[23],"traffic":[24,30],"traces":[25],"are":[26],"collected":[27],"using":[28],"suitable":[29],"probe":[31],"devices":[32],"fed":[34],"applications":[37],"(IDSs,":[38],"antivirus,":[39],"etc.)":[40],"analysis,":[42],"with":[43,82],"potential":[44],"risks":[45],"legitimate":[48],"privacy":[49],"rights":[50],"customers.":[53],"This":[54],"paper":[55],"aims":[56],"discuss":[58],"technical":[60],"feasibility":[61],"underlying":[64],"research":[65],"challenges":[66],"a":[68],"two-tiered":[69],"privacy-preserving":[70],"system,":[73],"where":[74],"carefully":[75],"designed":[76],"data":[77],"protection":[78],"mechanisms":[79],"can":[80],"coexist":[81],"suitably":[83],"adapted":[84],"applications.":[86]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}