{"id":"https://openalex.org/W2183190753","doi":null,"title":"Network Traffic Analysis using Traffic Dispersion Graphs (TDGs): Techniques and Hardware Implementation","display_name":"Network Traffic Analysis using Traffic Dispersion Graphs (TDGs): Techniques and Hardware Implementation","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W2183190753","mag":"2183190753"},"language":"en","primary_location":{"id":"pmh:oai:CiteSeerX.psu:10.1.1.132.3772","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.132.3772","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.ucr.edu/~marios/Papers/UCR-CS-2007-05001.pdf","raw_type":"text"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5035520160","display_name":"Marios Iliofotou","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marios Iliofotou","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5062318856","display_name":"Michael Mitzenmacher","orcid":"https://orcid.org/0000-0001-5430-5457","observed_orcids":["https://orcid.org/0000-0001-5430-5457"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michael Mitzenmacher","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-5430-5457","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0708,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.8087549,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"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":0.9301999807357788,"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":0.9301999807357788,"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":0.04960000142455101,"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/T12326","display_name":"Network Packet Processing and Optimization","score":0.011699999682605267,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/network-traffic-analysis","display_name":"network traffic analysis","score":0.7670000195503235},{"id":"https://openalex.org/keywords/network-traffic-monitoring","display_name":"network traffic monitoring","score":0.8529999852180481},{"id":"https://openalex.org/keywords/application-classification","display_name":"application classification","score":0.7749999761581421},{"id":"https://openalex.org/keywords/intrusion-detection","display_name":"intrusion detection","score":0.9900000095367432},{"id":"https://openalex.org/keywords/traffic-obfuscation","display_name":"traffic obfuscation","score":0.7379999756813049},{"id":"https://openalex.org/keywords/hardware-implementation","display_name":"hardware implementation","score":0.765999972820282},{"id":"https://openalex.org/keywords/traffic-visualization","display_name":"traffic visualization","score":0.6380000114440918}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7445027232170105},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.6399426460266113},{"id":"https://openalex.org/C43364308","wikidata":"https://www.wikidata.org/wiki/Q8799","display_name":"Byte","level":2,"score":0.5494463443756104},{"id":"https://openalex.org/C134066672","wikidata":"https://www.wikidata.org/wiki/Q1424639","display_name":"Payload (computing)","level":3,"score":0.47718656063079834},{"id":"https://openalex.org/C2781317605","wikidata":"https://www.wikidata.org/wiki/Q7832483","display_name":"Traffic analysis","level":2,"score":0.46484464406967163},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.42819395661354065},{"id":"https://openalex.org/C176715033","wikidata":"https://www.wikidata.org/wiki/Q2080768","display_name":"Traffic generation model","level":2,"score":0.419874906539917},{"id":"https://openalex.org/C32802771","wikidata":"https://www.wikidata.org/wiki/Q2443617","display_name":"Port (circuit theory)","level":2,"score":0.41282787919044495},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3681592047214508},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.34320521354675293},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14352956414222717},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1243751049041748},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:CiteSeerX.psu:10.1.1.132.3772","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.132.3772","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.ucr.edu/~marios/Papers/UCR-CS-2007-05001.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.136.488","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.136.488","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www1.cs.ucr.edu/store/techreports/UCR-CS-2007-05001.pdf","raw_type":"text"},{"id":"mag:2183190753","doi":null,"is_oa":false,"landing_page_url":"http://alumni.cs.ucr.edu/~marios/Papers/UCR-CS-2007-05001.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.428600013256073}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W59296718","https://openalex.org/W78948319","https://openalex.org/W113298680","https://openalex.org/W172040345","https://openalex.org/W1492901379","https://openalex.org/W1521553548","https://openalex.org/W1559810148","https://openalex.org/W1562404730","https://openalex.org/W1567483855","https://openalex.org/W1592608705","https://openalex.org/W1595409123","https://openalex.org/W1597305440","https://openalex.org/W1610100923","https://openalex.org/W1622471137","https://openalex.org/W1836055303","https://openalex.org/W1948222530","https://openalex.org/W1965972569","https://openalex.org/W1972309850","https://openalex.org/W1984797971","https://openalex.org/W1987236914","https://openalex.org/W1993284846","https://openalex.org/W2012095206","https://openalex.org/W2041855183","https://openalex.org/W2064379477","https://openalex.org/W2098366185","https://openalex.org/W2100207371","https://openalex.org/W2100256240","https://openalex.org/W2101890615","https://openalex.org/W2102399005","https://openalex.org/W2103770147","https://openalex.org/W2111214891","https://openalex.org/W2119271160","https://openalex.org/W2119885577","https://openalex.org/W2121973001","https://openalex.org/W2122226347","https://openalex.org/W2128301892","https://openalex.org/W2129191249","https://openalex.org/W2130598205","https://openalex.org/W2133473417","https://openalex.org/W2137754263","https://openalex.org/W2139905147","https://openalex.org/W2143377393","https://openalex.org/W2144098589","https://openalex.org/W2145543903","https://openalex.org/W2147824439","https://openalex.org/W2148346742","https://openalex.org/W2164210932","https://openalex.org/W2164867384","https://openalex.org/W2398229672","https://openalex.org/W3121958189"],"related_works":["https://openalex.org/W2119895316","https://openalex.org/W2102887961","https://openalex.org/W7095085910","https://openalex.org/W7098888559","https://openalex.org/W2064741734","https://openalex.org/W68363329","https://openalex.org/W2095815177","https://openalex.org/W2114919657","https://openalex.org/W26253874","https://openalex.org/W2399925453"],"abstract_inverted_index":{"Monitoring":[0],"network":[1,80,197],"traffic":[2,17,31,41],"and":[3,47,78,128,149,161,171,183],"detecting":[4],"unwanted":[5],"applications":[6,14],"has":[7],"become":[8],"a":[9,72,107,133,168,192],"challenging":[10],"problem,":[11],"since":[12],"many":[13],"obfuscate":[15],"their":[16,156],"using":[18],"arbitrary":[19],"port":[20],"numbers":[21],"or":[22,54,110],"payload":[23],"encryption.":[24],"Apart":[25],"from":[26,132],"some":[27],"notable":[28],"exceptions,":[29],"most":[30],"monitoring":[32,198],"tools":[33,127],"follow":[34],"two":[35],"types":[36],"of":[37,66,87,106,112,117,126,136,144],"approaches:":[38],"(a)":[39],"keeping":[40],"statistics":[42],"such":[43],"as":[44,71,146],"packet":[45,57],"sizes":[46],"inter-arrivals,":[48],"flow":[49],"counts,":[50],"byte":[51],"volumes,":[52],"etc.,":[53],"(b)":[55],"analyzing":[56],"content.":[58],"In":[59],"this":[60],"work,":[61],"we":[62,119,139,154,166],"propose":[63],"the":[64,84,94,104,115,124,142],"use":[65],"Traffic":[67],"Dispersion":[68],"Graphs":[69],"(TDGs)":[70],"powerful":[73,151],"way":[74],"to":[75,91,99,122],"monitor,":[76],"analyze,":[77],"visualize":[79],"traffic.":[81],"TDGs":[82,145,179],"model":[83],"social":[85],"behavior":[86],"hosts":[88],"(\u201cwho":[89],"talks":[90],"whom\u201d),":[92],"while":[93],"edges":[95],"can":[96,184],"be":[97,185],"defined":[98],"represent":[100],"different":[101],"interactions":[102],"(e.g.":[103],"exchange":[105],"certain":[108],"number":[109],"type":[111],"packets).":[113],"With":[114],"introduction":[116],"TDGs,":[118],"are":[120,180],"able":[121],"harness":[123],"wealth":[125],"graph":[129],"modeling":[130],"techniques":[131],"diverse":[134],"set":[135],"disciplines.":[137],"First,":[138],"fully":[140],"explore":[141],"abilities":[143],"an":[147],"intuitive":[148],"visually":[150],"tool.":[152],"Second,":[153],"demonstrate":[155],"usefulness":[157],"in":[158,188],"application":[159],"classification":[160],"intrusion":[162],"detection":[163],"solutions.":[164],"Finally,":[165],"provide":[167],"hardware-aware":[169],"design":[170],"implementation":[172],"for":[173,196],"TDG-based":[174],"techniques.":[175,199],"We":[176],"conclude":[177],"that":[178],"powerful,":[181],"useful,":[182],"implemented":[186],"efficiently":[187],"hardware.":[189],"They":[190],"constitute":[191],"promising":[193],"new":[194],"chapter":[195]},"counts_by_year":[{"year":2020,"cited_by_count":2},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}
