{"id":"https://openalex.org/W2004124681","doi":"https://doi.org/10.1145/2508859.2512504","title":"POSTER: A semantic-aware approach to reasoning about network traffic relations","display_name":"POSTER: A semantic-aware approach to reasoning about network traffic relations","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W2004124681","doi":"https://doi.org/10.1145/2508859.2512504","mag":"2004124681"},"language":"en","primary_location":{"id":"doi:10.1145/2508859.2512504","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2508859.2512504","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2013 ACM SIGSAC conference on Computer &amp; communications security - CCS '13","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/A5100397061","display_name":"Hao Zhang","orcid":"https://orcid.org/0000-0003-3877-7512"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hao Zhang","raw_affiliation_strings":["Virginia Tech, Blacksburg, Virginia, USA"],"affiliations":[{"raw_affiliation_string":"Virginia Tech, Blacksburg, Virginia, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034366344","display_name":"Danfeng Yao","orcid":"https://orcid.org/0000-0001-8969-2792"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Danfeng Daphne Yao","raw_affiliation_strings":["Virginia Tech, Blacksburg, Virginia, USA"],"affiliations":[{"raw_affiliation_string":"Virginia Tech, Blacksburg, Virginia, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035052603","display_name":"Naren Ramakrishnan","orcid":"https://orcid.org/0000-0002-1821-9743"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Naren Ramakrishnan","raw_affiliation_strings":["Virginia Tech, Blacksburg, Virginia, USA"],"affiliations":[{"raw_affiliation_string":"Virginia Tech, Blacksburg, Virginia, USA","institution_ids":["https://openalex.org/I859038795"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100397061"],"corresponding_institution_ids":["https://openalex.org/I859038795"],"apc_list":null,"apc_paid":null,"fwci":0.3625,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.63801742,"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":"1375","last_page":"1378"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998999834060669,"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"}},"topics":[{"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9991000294685364,"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/T12326","display_name":"Network Packet Processing and Optimization","score":0.9937999844551086,"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/computer-science","display_name":"Computer science","score":0.7826188206672668},{"id":"https://openalex.org/keywords/pairwise-comparison","display_name":"Pairwise comparison","score":0.641261100769043},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.5059863924980164},{"id":"https://openalex.org/keywords/binary-relation","display_name":"Binary relation","score":0.49054545164108276},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.46956562995910645},{"id":"https://openalex.org/keywords/semantic-network","display_name":"Semantic network","score":0.43399927020072937},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40650463104248047},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4025150537490845},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.36432844400405884},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.35476309061050415},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.34244033694267273},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1782781481742859}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7826188206672668},{"id":"https://openalex.org/C184898388","wikidata":"https://www.wikidata.org/wiki/Q1435712","display_name":"Pairwise comparison","level":2,"score":0.641261100769043},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.5059863924980164},{"id":"https://openalex.org/C65180967","wikidata":"https://www.wikidata.org/wiki/Q130901","display_name":"Binary relation","level":2,"score":0.49054545164108276},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.46956562995910645},{"id":"https://openalex.org/C85407183","wikidata":"https://www.wikidata.org/wiki/Q1045785","display_name":"Semantic network","level":2,"score":0.43399927020072937},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40650463104248047},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4025150537490845},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.36432844400405884},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.35476309061050415},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34244033694267273},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1782781481742859},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2508859.2512504","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2508859.2512504","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2013 ACM SIGSAC conference on Computer &amp; communications security - CCS '13","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.381.1384","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.381.1384","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://people.cs.vt.edu/~naren/papers/zhang-elbe13.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.800000011920929,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W47175211","https://openalex.org/W1588651819","https://openalex.org/W1775772884","https://openalex.org/W1975411458","https://openalex.org/W2031489231","https://openalex.org/W2039314072","https://openalex.org/W2078417425","https://openalex.org/W2119821739","https://openalex.org/W2133990480"],"related_works":["https://openalex.org/W2487162673","https://openalex.org/W2793211469","https://openalex.org/W2949152769","https://openalex.org/W4297958055","https://openalex.org/W2116258248","https://openalex.org/W2950632968","https://openalex.org/W2408706506","https://openalex.org/W2115455785","https://openalex.org/W1890541747","https://openalex.org/W782918057"],"abstract_inverted_index":{"This":[0],"paper":[1],"addresses":[2],"the":[3,25,33,65,92,117,121],"problem":[4,94],"of":[5,36,68,116,119],"reasoning":[6],"about":[7],"relations":[8,27,67,124],"between":[9],"network":[10,29,37,122],"packets":[11],"on":[12],"a":[13,17,48,81],"host":[14],"or":[15],"in":[16],"network.":[18],"Our":[19],"analysis":[20],"approach":[21,58],"is":[22,59,70],"to":[23,39,47],"discover":[24],"causal":[26],"among":[28],"packets,":[30],"and":[31,76,110],"use":[32],"relational":[34],"structure":[35],"events":[38,69],"identify":[40],"anomalous":[41],"activities":[42],"that":[43,54,60,85,91],"cannot":[44],"be":[45,96],"attributed":[46],"legitimate":[49],"cause.":[50],"The":[51],"key":[52],"insight":[53],"motivates":[55],"our":[56,126],"traffic-analysis":[57],"higher-order":[61],"information":[62],"such":[63],"as":[64],"underlying":[66],"useful":[71],"for":[72],"human":[73],"experts'":[74],"cognition":[75],"decision":[77],"making.":[78],"We":[79],"design":[80],"new":[82],"pairing":[83],"method":[84],"produces":[86],"special":[87],"pairwise":[88],"features,":[89],"so":[90],"discovery":[93],"can":[95],"efficiently":[97],"solved":[98],"with":[99],"existing":[100],"binary":[101],"classification":[102],"methods.":[103],"Preliminary":[104],"experiments":[105],"involving":[106],"real":[107],"world":[108],"HTTP":[109],"DNS":[111],"traffic":[112,123],"show":[113],"promising":[114],"evidence":[115],"accuracy":[118],"inferring":[120],"using":[125],"semantic-aware":[127],"approach.":[128]},"counts_by_year":[{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
