{"id":"https://openalex.org/W4378191903","doi":"https://doi.org/10.1109/syscon53073.2023.10131168","title":"Bayesian Models for Node-Based Inference Techniques","display_name":"Bayesian Models for Node-Based Inference Techniques","publication_year":2023,"publication_date":"2023-04-17","ids":{"openalex":"https://openalex.org/W4378191903","doi":"https://doi.org/10.1109/syscon53073.2023.10131168"},"language":"en","primary_location":{"id":"doi:10.1109/syscon53073.2023.10131168","is_oa":false,"landing_page_url":"https://doi.org/10.1109/syscon53073.2023.10131168","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Systems Conference (SysCon)","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/A5112383888","display_name":"Nazia Sharmin","orcid":"https://orcid.org/0000-0003-4422-827X"},"institutions":[{"id":"https://openalex.org/I164936912","display_name":"The University of Texas at El Paso","ror":"https://ror.org/04d5vba33","country_code":"US","type":"education","lineage":["https://openalex.org/I164936912"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Nazia Sharmin","raw_affiliation_strings":["University of Texas at El Paso,Department of Computer Science,El Paso,Texas,USA","Department of Computer Science, University of Texas at El Paso, El Paso, Texas, USA"],"affiliations":[{"raw_affiliation_string":"University of Texas at El Paso,Department of Computer Science,El Paso,Texas,USA","institution_ids":["https://openalex.org/I164936912"]},{"raw_affiliation_string":"Department of Computer Science, University of Texas at El Paso, El Paso, Texas, USA","institution_ids":["https://openalex.org/I164936912"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080949437","display_name":"Shanto Roy","orcid":"https://orcid.org/0000-0002-4213-9460"},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shanto Roy","raw_affiliation_strings":["University of Houston,Department of Computer Science,Houston,Texas,USA","Department of Computer Science, University of Houston, Houston, Texas, USA"],"affiliations":[{"raw_affiliation_string":"University of Houston,Department of Computer Science,Houston,Texas,USA","institution_ids":["https://openalex.org/I44461941"]},{"raw_affiliation_string":"Department of Computer Science, University of Houston, Houston, Texas, USA","institution_ids":["https://openalex.org/I44461941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049435924","display_name":"\u00c1ron L\u00e1szka","orcid":"https://orcid.org/0000-0001-7400-2357"},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aron Laszka","raw_affiliation_strings":["University of Houston,Department of Computer Science,Houston,Texas,USA","Department of Computer Science, University of Houston, Houston, Texas, USA"],"affiliations":[{"raw_affiliation_string":"University of Houston,Department of Computer Science,Houston,Texas,USA","institution_ids":["https://openalex.org/I44461941"]},{"raw_affiliation_string":"Department of Computer Science, University of Houston, Houston, Texas, USA","institution_ids":["https://openalex.org/I44461941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029731437","display_name":"Jaime C. Acosta","orcid":"https://orcid.org/0000-0003-2555-9989"},"institutions":[{"id":"https://openalex.org/I164936912","display_name":"The University of Texas at El Paso","ror":"https://ror.org/04d5vba33","country_code":"US","type":"education","lineage":["https://openalex.org/I164936912"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jaime Acosta","raw_affiliation_strings":["University of Texas at El Paso,Department of Computer Science,El Paso,Texas,USA","Department of Computer Science, University of Texas at El Paso, El Paso, Texas, USA"],"affiliations":[{"raw_affiliation_string":"University of Texas at El Paso,Department of Computer Science,El Paso,Texas,USA","institution_ids":["https://openalex.org/I164936912"]},{"raw_affiliation_string":"Department of Computer Science, University of Texas at El Paso, El Paso, Texas, USA","institution_ids":["https://openalex.org/I164936912"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020091080","display_name":"Christopher Kiekintveld","orcid":"https://orcid.org/0000-0003-0615-9584"},"institutions":[{"id":"https://openalex.org/I164936912","display_name":"The University of Texas at El Paso","ror":"https://ror.org/04d5vba33","country_code":"US","type":"education","lineage":["https://openalex.org/I164936912"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christopher Kiekintveld","raw_affiliation_strings":["University of Texas at El Paso,Department of Computer Science,El Paso,Texas,USA","Department of Computer Science, University of Texas at El Paso, El Paso, Texas, USA"],"affiliations":[{"raw_affiliation_string":"University of Texas at El Paso,Department of Computer Science,El Paso,Texas,USA","institution_ids":["https://openalex.org/I164936912"]},{"raw_affiliation_string":"Department of Computer Science, University of Texas at El Paso, El Paso, Texas, USA","institution_ids":["https://openalex.org/I164936912"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5112383888"],"corresponding_institution_ids":["https://openalex.org/I164936912"],"apc_list":null,"apc_paid":null,"fwci":1.4064,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.81827499,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9991999864578247,"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":0.9991999864578247,"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/T10734","display_name":"Information and Cyber Security","score":0.994700014591217,"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"}},{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9940999746322632,"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":0.8105502128601074},{"id":"https://openalex.org/keywords/adversary","display_name":"Adversary","score":0.6769965887069702},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6281891465187073},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5652694702148438},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.5652150511741638},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5513942241668701},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5477915406227112},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5274719595909119},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4923959970474243},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.4815416932106018},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4639173746109009},{"id":"https://openalex.org/keywords/statistical-model","display_name":"Statistical model","score":0.44754424691200256},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4351904094219208},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4253455400466919},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.19005006551742554},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09166848659515381}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8105502128601074},{"id":"https://openalex.org/C41065033","wikidata":"https://www.wikidata.org/wiki/Q2825412","display_name":"Adversary","level":2,"score":0.6769965887069702},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6281891465187073},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5652694702148438},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.5652150511741638},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5513942241668701},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5477915406227112},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5274719595909119},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4923959970474243},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.4815416932106018},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4639173746109009},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.44754424691200256},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4351904094219208},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4253455400466919},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.19005006551742554},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09166848659515381},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/syscon53073.2023.10131168","is_oa":false,"landing_page_url":"https://doi.org/10.1109/syscon53073.2023.10131168","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Systems Conference (SysCon)","raw_type":"proceedings-article"}],"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":[{"id":"https://openalex.org/F4320338281","display_name":"Army Research Office","ror":"https://ror.org/05epdh915"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W200068307","https://openalex.org/W405461467","https://openalex.org/W1481118798","https://openalex.org/W1511986666","https://openalex.org/W1595569211","https://openalex.org/W2053944475","https://openalex.org/W2097412031","https://openalex.org/W2110908300","https://openalex.org/W2118196167","https://openalex.org/W2122410182","https://openalex.org/W2183892169","https://openalex.org/W2275580678","https://openalex.org/W2539955859","https://openalex.org/W2607059635","https://openalex.org/W2772326520","https://openalex.org/W2783099387","https://openalex.org/W2789828921","https://openalex.org/W2954633544","https://openalex.org/W2962843949","https://openalex.org/W2962944260","https://openalex.org/W2963204549","https://openalex.org/W3010585105","https://openalex.org/W3048161450","https://openalex.org/W3130073992","https://openalex.org/W4232453321","https://openalex.org/W6608110726","https://openalex.org/W6678087030","https://openalex.org/W6746253806","https://openalex.org/W6753757022"],"related_works":["https://openalex.org/W4388150944","https://openalex.org/W2388464034","https://openalex.org/W2533125852","https://openalex.org/W2140460949","https://openalex.org/W2105580438","https://openalex.org/W4242235492","https://openalex.org/W4237162029","https://openalex.org/W2367268135","https://openalex.org/W2057435755","https://openalex.org/W2018782216"],"abstract_inverted_index":{"Cyber":[0],"attackers":[1],"often":[2],"use":[3],"passive":[4],"reconnaissance":[5],"to":[6,17,32,118],"collect":[7],"information":[8,38,41,68],"about":[9],"target":[10,47,88],"networks.":[11],"This":[12],"technique":[13],"can":[14,35,63,71,81],"be":[15],"used":[16,89],"identify":[18],"systems":[19],"and":[20,54,92,97,128,139,171,180],"plan":[21],"attacks,":[22],"making":[23],"it":[24],"an":[25,69],"increasingly":[26],"challenging":[27],"task":[28],"for":[29],"security":[30],"analysts":[31],"detect.":[33],"Adversaries":[34],"recover":[36],"statistical":[37],"from":[39,43,73,124,177],"the":[40,60,79,83,141,156,174],"collected":[42,61,126],"compromised":[44],"nodes,":[45],"revealing":[46],"identities":[48],"such":[49],"as":[50],"operating":[51,159],"systems,":[52],"software":[53],"servers.":[55],"A":[56],"comprehensive":[57],"analysis":[58],"of":[59,85,136,143],"data":[62,127,138],"aid":[64],"in":[65],"understanding":[66],"what":[67],"adversary":[70,120,144],"deduce":[72],"this":[74,77,101,148],"technique.":[75],"With":[76],"analysis,":[78],"defender":[80],"examine":[82],"methods":[84,188],"inferring":[86],"a":[87,105,113,133,151,196],"by":[90],"adversaries":[91],"model":[93,175],"adversaries\u2019":[94],"inference":[95,122],"techniques":[96,123],"belief":[98,115,129],"formation.":[99,130],"For":[100],"purpose,":[102],"we":[103],"propose":[104],"model-driven":[106],"decision":[107],"support":[108],"system":[109,160],"(DSS)":[110],"based":[111,154],"on":[112,155],"Bayesian":[114],"network":[116,200],"(BBN)":[117],"depict":[119],"node-based":[121],"passively":[125,157],"BBN":[131],"provides":[132],"compact":[134],"representation":[135],"probabilistic":[137],"allows":[140],"formalization":[142],"beliefs.":[145],"We":[146,183],"demonstrate":[147],"approach":[149],"with":[150,191],"case":[152],"study":[153],"observed":[158],"(OS)":[161],"fingerprinting":[162],"data,":[163],"which":[164],"is":[165],"evaluated":[166],"utilizing":[167],"p-value":[168],"significance":[169],"level":[170],"compared":[172],"against":[173],"generated":[176],"local":[178],"networks":[179],"predictive":[181,193],"accuracy.":[182],"also":[184],"show":[185],"that":[186],"our":[187],"produce":[189],"models":[190],"high":[192],"accuracy":[194],"surpassing":[195],"sequential":[197],"artificial":[198],"neural":[199],"(ANN).":[201]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
