{"id":"https://openalex.org/W2556430559","doi":"https://doi.org/10.1109/icitcs.2016.7740315","title":"Better Protection of SS7 Networks with Machine Learning","display_name":"Better Protection of SS7 Networks with Machine Learning","publication_year":2016,"publication_date":"2016-09-01","ids":{"openalex":"https://openalex.org/W2556430559","doi":"https://doi.org/10.1109/icitcs.2016.7740315","mag":"2556430559"},"language":"en","primary_location":{"id":"doi:10.1109/icitcs.2016.7740315","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icitcs.2016.7740315","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 6th International Conference on IT Convergence and Security (ICITCS)","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/A5101671075","display_name":"Kristoffer Jensen","orcid":"https://orcid.org/0000-0001-6804-901X"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"Kristoffer Jensen","raw_affiliation_strings":["NTNU, Norwegian University of Science and Technology, Norway"],"affiliations":[{"raw_affiliation_string":"NTNU, Norwegian University of Science and Technology, Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101511221","display_name":"Thanh Do","orcid":"https://orcid.org/0000-0001-9893-5725"},"institutions":[{"id":"https://openalex.org/I4210105718","display_name":"Trondheim Kommune","ror":"https://ror.org/01gjtys23","country_code":"NO","type":"government","lineage":["https://openalex.org/I4210105718"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Thanh Van Do","raw_affiliation_strings":["Norges teknisk-naturvitenskapelige universitet, Trondheim, NO"],"affiliations":[{"raw_affiliation_string":"Norges teknisk-naturvitenskapelige universitet, Trondheim, NO","institution_ids":["https://openalex.org/I4210105718"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101729016","display_name":"Hai Thanh Nguyen","orcid":"https://orcid.org/0000-0003-1849-1875"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]},{"id":"https://openalex.org/I2800413675","display_name":"Telenor (Norway)","ror":"https://ror.org/02jsp2z03","country_code":"NO","type":"company","lineage":["https://openalex.org/I2800413675"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Hai Thanh Nguyen","raw_affiliation_strings":["NTNU, Norwegian University of Science and Technology, Norway","Telenor ASA, Fornebu, Norway"],"affiliations":[{"raw_affiliation_string":"NTNU, Norwegian University of Science and Technology, Norway","institution_ids":["https://openalex.org/I204778367"]},{"raw_affiliation_string":"Telenor ASA, Fornebu, Norway","institution_ids":["https://openalex.org/I2800413675"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008770900","display_name":"Andr\u00e9 \u00c5rnes","orcid":"https://orcid.org/0009-0006-3780-3677"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]},{"id":"https://openalex.org/I2800413675","display_name":"Telenor (Norway)","ror":"https://ror.org/02jsp2z03","country_code":"NO","type":"company","lineage":["https://openalex.org/I2800413675"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Andre Arnes","raw_affiliation_strings":["NTNU, Norwegian University of Science and Technology, Norway","Telenor ASA, Fornebu, Norway"],"affiliations":[{"raw_affiliation_string":"NTNU, Norwegian University of Science and Technology, Norway","institution_ids":["https://openalex.org/I204778367"]},{"raw_affiliation_string":"Telenor ASA, Fornebu, Norway","institution_ids":["https://openalex.org/I2800413675"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101671075"],"corresponding_institution_ids":["https://openalex.org/I204778367"],"apc_list":null,"apc_paid":null,"fwci":1.1581,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.82024407,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998000264167786,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9994000196456909,"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":0.9984999895095825,"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/computer-science","display_name":"Computer science","score":0.8149100542068481},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5829809904098511},{"id":"https://openalex.org/keywords/interception","display_name":"Interception","score":0.4286145269870758},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.35806038975715637}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8149100542068481},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5829809904098511},{"id":"https://openalex.org/C61270487","wikidata":"https://www.wikidata.org/wiki/Q476843","display_name":"Interception","level":2,"score":0.4286145269870758},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.35806038975715637},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icitcs.2016.7740315","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icitcs.2016.7740315","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 6th International Conference on IT Convergence and Security (ICITCS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.5199999809265137},{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.4699999988079071}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W1969456163","https://openalex.org/W2122646361","https://openalex.org/W2626975733"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2130966263","https://openalex.org/W3184341134","https://openalex.org/W1657706103","https://openalex.org/W1973804674","https://openalex.org/W2983253154","https://openalex.org/W1595861018","https://openalex.org/W2348670563","https://openalex.org/W3015517502"],"abstract_inverted_index":{"Deregulation":[0],"and":[1,21,24,36,70],"migration":[2],"to":[3,9,41],"IP":[4],"have":[5],"made":[6],"SS7":[7,55,68,79,85],"vulnerable":[8],"serious":[10],"attacks":[11,56],"such":[12,32],"as":[13,33],"location":[14],"tracking":[15],"of":[16,19,26,45,54,67],"subscribers,":[17],"interception":[18],"calls":[20],"SMS,":[22],"fraud,":[23],"denial":[25],"services.":[27],"Unfortunately,":[28],"current":[29],"protection":[30,44,86],"measures":[31],"firewalls,":[34],"filters,":[35],"blacklists":[37],"are":[38],"not":[39],"able":[40],"provide":[42],"adequate":[43],"SS7.":[46],"In":[47],"this":[48],"paper,":[49],"a":[50],"method":[51],"for":[52],"detection":[53],"using":[57,88],"machine":[58,73,89],"learning":[59,74,90],"is":[60,91],"proposed.":[61],"The":[62],"paper":[63],"clarifies":[64],"the":[65],"vulnerabilities":[66],"networks":[69],"explains":[71],"how":[72],"techniques":[75],"can":[76],"help":[77],"improve":[78],"security.":[80],"A":[81],"proof-":[82],"of-":[83],"concept":[84],"system":[87],"also":[92],"described":[93],"thoroughly.":[94]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
