{"id":"https://openalex.org/W2740417993","doi":"https://doi.org/10.24963/ijcai.2017/515","title":"Playing Repeated Network Interdiction Games with Semi-Bandit Feedback","display_name":"Playing Repeated Network Interdiction Games with Semi-Bandit Feedback","publication_year":2017,"publication_date":"2017-07-28","ids":{"openalex":"https://openalex.org/W2740417993","doi":"https://doi.org/10.24963/ijcai.2017/515","mag":"2740417993"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2017/515","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2017/515","pdf_url":"https://www.ijcai.org/proceedings/2017/0515.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.ijcai.org/proceedings/2017/0515.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039548811","display_name":"Qingyu Guo","orcid":"https://orcid.org/0000-0002-8509-3933"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Qingyu Guo","raw_affiliation_strings":["Joint NTU-UBC Research Centre of Excellence in Active Living for the Elderly, Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Joint NTU-UBC Research Centre of Excellence in Active Living for the Elderly, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017743551","display_name":"Bo An","orcid":"https://orcid.org/0000-0002-7064-7438"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Bo An","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":null,"display_name":"Long Tran-Thanh","orcid":null},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Long Tran-Thanh","raw_affiliation_strings":["Department of Electronics and Computer Science, University of Southampton, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Computer Science, University of Southampton, UK","institution_ids":["https://openalex.org/I43439940"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5017743551"],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3682","last_page":"3690"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9941999912261963,"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/T12794","display_name":"Adaptive Dynamic Programming Control","score":0.9790999889373779,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/interdiction","display_name":"Interdiction","score":0.8226842880249023},{"id":"https://openalex.org/keywords/hindsight-bias","display_name":"Hindsight bias","score":0.8051596879959106},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7750325202941895},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.6552679538726807},{"id":"https://openalex.org/keywords/regret","display_name":"Regret","score":0.6456321477890015},{"id":"https://openalex.org/keywords/adversary","display_name":"Adversary","score":0.6202029585838318},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.5915900468826294},{"id":"https://openalex.org/keywords/stackelberg-competition","display_name":"Stackelberg competition","score":0.5455690026283264},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4560045003890991},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4319283664226532},{"id":"https://openalex.org/keywords/online-learning","display_name":"Online learning","score":0.42620569467544556},{"id":"https://openalex.org/keywords/network-security","display_name":"Network security","score":0.42094686627388},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32277733087539673},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.29584264755249023},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1264219880104065}],"concepts":[{"id":"https://openalex.org/C124119293","wikidata":"https://www.wikidata.org/wiki/Q6046081","display_name":"Interdiction","level":2,"score":0.8226842880249023},{"id":"https://openalex.org/C10347200","wikidata":"https://www.wikidata.org/wiki/Q1960297","display_name":"Hindsight bias","level":2,"score":0.8051596879959106},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7750325202941895},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6552679538726807},{"id":"https://openalex.org/C50817715","wikidata":"https://www.wikidata.org/wiki/Q79895177","display_name":"Regret","level":2,"score":0.6456321477890015},{"id":"https://openalex.org/C41065033","wikidata":"https://www.wikidata.org/wiki/Q2825412","display_name":"Adversary","level":2,"score":0.6202029585838318},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.5915900468826294},{"id":"https://openalex.org/C199510392","wikidata":"https://www.wikidata.org/wiki/Q1184602","display_name":"Stackelberg competition","level":2,"score":0.5455690026283264},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4560045003890991},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4319283664226532},{"id":"https://openalex.org/C2986087404","wikidata":"https://www.wikidata.org/wiki/Q15946010","display_name":"Online learning","level":2,"score":0.42620569467544556},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.42094686627388},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32277733087539673},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.29584264755249023},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1264219880104065},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"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":2,"locations":[{"id":"doi:10.24963/ijcai.2017/515","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2017/515","pdf_url":"https://www.ijcai.org/proceedings/2017/0515.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.soton.ac.uk:411950","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401019","display_name":"ePrints Soton (University of Southampton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I43439940","host_organization_name":"University of Southampton","host_organization_lineage":["https://openalex.org/I43439940"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"}],"best_oa_location":{"id":"doi:10.24963/ijcai.2017/515","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2017/515","pdf_url":"https://www.ijcai.org/proceedings/2017/0515.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8439591270","display_name":"Cyber security solutions for smart traffic control systems","funder_award_id":"EP/N02026X/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2740417993.pdf","grobid_xml":"https://content.openalex.org/works/W2740417993.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W62682045","https://openalex.org/W378366556","https://openalex.org/W1508384000","https://openalex.org/W1528133536","https://openalex.org/W1531590217","https://openalex.org/W1539514138","https://openalex.org/W1567921001","https://openalex.org/W1570963478","https://openalex.org/W1575658237","https://openalex.org/W1713503745","https://openalex.org/W1965270141","https://openalex.org/W2014482607","https://openalex.org/W2049571088","https://openalex.org/W2051259245","https://openalex.org/W2077902449","https://openalex.org/W2105808107","https://openalex.org/W2108111486","https://openalex.org/W2120745256","https://openalex.org/W2121671791","https://openalex.org/W2132914006","https://openalex.org/W2133494553","https://openalex.org/W2142115504","https://openalex.org/W2149524811","https://openalex.org/W2204316732","https://openalex.org/W2269634904","https://openalex.org/W2396886722","https://openalex.org/W2554015503","https://openalex.org/W2565022320","https://openalex.org/W2576616183","https://openalex.org/W2577880921","https://openalex.org/W2621181915"],"related_works":["https://openalex.org/W3197854638","https://openalex.org/W3140454661","https://openalex.org/W4245029315","https://openalex.org/W2139970489","https://openalex.org/W1492315459","https://openalex.org/W1512434910","https://openalex.org/W2540910169","https://openalex.org/W3148904318","https://openalex.org/W2022803902","https://openalex.org/W4310465966"],"abstract_inverted_index":{"We":[0,121],"study":[1],"repeated":[2,85],"network":[3,22,86,118],"interdiction":[4,87],"games":[5],"with":[6,89,132,156],"no":[7,90],"prior":[8,91],"knowledge":[9,92],"of":[10,30],"the":[11,14,34,38,61,75,84,113,134],"adversary":[12],"and":[13,36,47,49,69,103,140],"environment,":[15],"which":[16,44,100,111],"can":[17],"model":[18,83],"many":[19],"real":[20],"world":[21],"security":[23,119],"domains.":[24,120],"Existing":[25],"works":[26],"often":[27],"require":[28],"plenty":[29],"available":[31],"information":[32],"for":[33,54,99],"defender":[35,63],"neglect":[37],"frequent":[39],"interactions":[40],"between":[41],"both":[42,133],"players,":[43],"are":[45,51],"unrealistic":[46],"impractical,":[48],"thus,":[50],"not":[52],"suitable":[53],"our":[55],"settings.":[56],"As":[57],"such,":[58],"we":[59,82],"provide":[60],"first":[62],"strategy,":[64],"that":[65,123,150],"enjoys":[66],"nice":[67],"theoretical":[68],"practical":[70],"performance":[71],"guarantees,":[72],"by":[73],"applying":[74],"adversarial":[76],"online":[77,95,105],"learning":[78,106],"approach.":[79],"In":[80],"particular,":[81],"game":[88],"as":[93],"an":[94],"linear":[96],"optimization":[97],"problem,":[98],"a":[101,141],"novel":[102],"efficient":[104],"algorithm,":[107],"SBGA,":[108],"is":[109],"proposed,":[110],"exploits":[112],"unique":[114],"semi-bandit":[115],"feedback":[116],"in":[117,138],"prove":[122],"SBGA":[124,151],"achieves":[125],"sublinear":[126],"regret":[127],"against":[128],"adaptive":[129,144],"adversary,":[130],"compared":[131],"best":[135],"fixed":[136],"strategy":[137],"hindsight":[139],"near":[142],"optimal":[143],"strategy.":[145],"Extensive":[146],"experiments":[147],"also":[148],"show":[149],"significantly":[152],"outperforms":[153],"existing":[154],"approaches":[155],"fast":[157],"convergence":[158],"rate.":[159]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
