{"id":"https://openalex.org/W3012486662","doi":"https://doi.org/10.1109/cdc40024.2019.9029836","title":"Dynamic Information Flow Tracking Games for Simultaneous Detection of Multiple Attackers","display_name":"Dynamic Information Flow Tracking Games for Simultaneous Detection of Multiple Attackers","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W3012486662","doi":"https://doi.org/10.1109/cdc40024.2019.9029836","mag":"3012486662"},"language":"en","primary_location":{"id":"doi:10.1109/cdc40024.2019.9029836","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc40024.2019.9029836","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 58th Conference on Decision and Control (CDC)","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/A5033433868","display_name":"Dinuka Sahabandu","orcid":"https://orcid.org/0000-0001-7776-7865"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dinuka Sahabandu","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Washington, Seattle, WA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Washington, Seattle, WA, USA","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087007662","display_name":"Shana Moothedath","orcid":"https://orcid.org/0000-0001-6091-2384"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shana Moothedath","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Washington, Seattle, WA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Washington, Seattle, WA, USA","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007487580","display_name":"Joey Allen","orcid":"https://orcid.org/0000-0002-5503-4123"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joey Allen","raw_affiliation_strings":["College of Computing, Georgia Institute of Technology, Atlanta, GA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computing, Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004774385","display_name":"Andrew Clark","orcid":"https://orcid.org/0000-0002-5868-6186"},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew Clark","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Worcester Polytechnic Institute, Worcester, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Worcester Polytechnic Institute, Worcester, MA, USA","institution_ids":["https://openalex.org/I107077323"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003489427","display_name":"Linda Bushnell","orcid":"https://orcid.org/0000-0002-8751-2409"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Linda Bushnell","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Washington, Seattle, WA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Washington, Seattle, WA, USA","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047140382","display_name":"Wenke Lee","orcid":"https://orcid.org/0000-0003-2761-1277"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wenke Lee","raw_affiliation_strings":["College of Computing, Georgia Institute of Technology, Atlanta, GA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computing, Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079723268","display_name":"Radha Poovendran","orcid":"https://orcid.org/0000-0003-0269-8097"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Radha Poovendran","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Washington, Seattle, WA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Washington, Seattle, WA, USA","institution_ids":["https://openalex.org/I201448701"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7438,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.76296067,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"11199","issue":null,"first_page":"567","last_page":"574"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9994000196456909,"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"}},{"id":"https://openalex.org/T10917","display_name":"Smart Grid Security and Resilience","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8370684385299683},{"id":"https://openalex.org/keywords/submodular-set-function","display_name":"Submodular set function","score":0.7315963506698608},{"id":"https://openalex.org/keywords/information-flow","display_name":"Information flow","score":0.5907865762710571},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5560893416404724},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.49177125096321106},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4748561382293701},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.45189666748046875},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.41066303849220276},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3648739457130432},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3216164708137512},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21901646256446838},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.12176170945167542},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08670210838317871}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8370684385299683},{"id":"https://openalex.org/C178621042","wikidata":"https://www.wikidata.org/wiki/Q7631710","display_name":"Submodular set function","level":2,"score":0.7315963506698608},{"id":"https://openalex.org/C2779136372","wikidata":"https://www.wikidata.org/wiki/Q10283002","display_name":"Information flow","level":2,"score":0.5907865762710571},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5560893416404724},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.49177125096321106},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4748561382293701},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.45189666748046875},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.41066303849220276},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3648739457130432},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3216164708137512},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21901646256446838},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.12176170945167542},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08670210838317871},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","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},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cdc40024.2019.9029836","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc40024.2019.9029836","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 58th Conference on Decision and Control (CDC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1533945010","https://openalex.org/W2015787697","https://openalex.org/W2067064328","https://openalex.org/W2073110021","https://openalex.org/W2144933361","https://openalex.org/W2292282511","https://openalex.org/W2568394246","https://openalex.org/W2766852928","https://openalex.org/W2893632805","https://openalex.org/W2912262279","https://openalex.org/W2963492322","https://openalex.org/W2963719189","https://openalex.org/W2972812783","https://openalex.org/W4210727445","https://openalex.org/W4297734155","https://openalex.org/W6681106510","https://openalex.org/W6718475064","https://openalex.org/W6766402680"],"related_works":["https://openalex.org/W1595919516","https://openalex.org/W2945022594","https://openalex.org/W2966531942","https://openalex.org/W2194604332","https://openalex.org/W4379619607","https://openalex.org/W4386185001","https://openalex.org/W4236048596","https://openalex.org/W2922450688","https://openalex.org/W4313349366","https://openalex.org/W1989453388"],"abstract_inverted_index":{"Dynamic":[0],"Information":[1],"Flow":[2],"Tracking":[3],"(DIFT)":[4],"has":[5],"been":[6],"proposed":[7],"to":[8,80,136,164,173,198],"detect":[9],"and":[10,26,61,96,106,143,183],"prevent":[11],"various":[12],"cyber":[13],"attacks":[14],"in":[15,23,55,122,131],"computer":[16],"systems.":[17],"DIFT":[18,81,95],"tracks":[19],"suspicious":[20],"information":[21,53,141],"flows":[22,54,70],"the":[24,50,62,76,86,102,127,132,137,140,145,151,205,211,214,235,251],"system":[25,36,57,133],"generates":[27],"security":[28],"analysis":[29,45],"when":[30],"anomalous":[31],"behavior":[32],"is":[33,58,82,162,196],"detected.":[34],"A":[35],"threatened":[37],"by":[38],"attackers":[39,91],"of":[40,46,52,64,75,88,104,118,129,139,147,185,213,237,244],"different":[41,69],"capabilities":[42],"demands":[43],"simultaneous":[44],"multiple":[47,90],"flows.":[48,149],"As":[49],"number":[51],"a":[56,98,107,111,119,180,200,223,241,245],"typically":[59],"large":[60],"amount":[63],"resource":[65,93],"required":[66],"for":[67,226],"analyzing":[68],"varies,":[71],"an":[72,158,166,175,192,228],"optimal":[73,159,193,229],"allocation":[74],"limited":[77],"resources":[78],"available":[79],"essential.":[83],"We":[84],"address":[85],"problem":[87],"detecting":[89],"using":[92,250],"constrained":[94],"develop":[97],"model":[99,116],"that":[100,134,156,170,190],"captures":[101,144],"interaction":[103],"adversaries":[105],"DIFT-based":[108],"defender":[109],"as":[110],"multi-player":[112],"dynamic":[113],"game.":[114],"Our":[115],"consists":[117],"multi-stage":[120],"game,":[121],"which":[123],"each":[124],"stage":[125],"represents":[126],"subset":[128],"processes":[130],"correspond":[135],"locations":[138],"flows,":[142],"notion":[146],"benign":[148],"Given":[150],"attackers'":[152],"strategies,":[153],"we":[154,188,221,233],"prove":[155],"finding":[157,191],"defense":[160,181],"strategy":[161,182,195],"equivalent":[163,197],"maximizing":[165],"increasing":[167],"DR-submodular":[168],"function":[169],"enables":[171],"us":[172],"propose":[174,222],"approximation":[176],"algorithm.":[177],"Further,":[178],"given":[179],"strategies":[184,212],"other":[186,215],"attackers,":[187],"show":[189],"attacker":[194,230],"solving":[199],"shortest":[201],"path":[202],"problem,":[203],"where":[204],"edge":[206],"weights":[207],"are":[208],"derived":[209],"from":[210],"players.":[216],"Based":[217],"on":[218,240],"this":[219],"mapping":[220],"polynomial-time":[224],"algorithm":[225,239],"computing":[227],"strategy.":[231],"Finally,":[232],"evaluate":[234],"performance":[236],"our":[238],"real-world":[242],"dataset":[243],"nation":[246],"state":[247],"attack":[248],"obtained":[249],"Refinable":[252],"Attack":[253],"INvestigation":[254],"(RAIN)":[255],"framework.":[256]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}