{"id":"https://openalex.org/W4411552294","doi":"https://doi.org/10.1109/cscwd64889.2025.11033365","title":"Go To Anywhere: A Multi-Armed Bandit Based Offloading Attack in Edge Computing","display_name":"Go To Anywhere: A Multi-Armed Bandit Based Offloading Attack in Edge Computing","publication_year":2025,"publication_date":"2025-05-05","ids":{"openalex":"https://openalex.org/W4411552294","doi":"https://doi.org/10.1109/cscwd64889.2025.11033365"},"language":"en","primary_location":{"id":"doi:10.1109/cscwd64889.2025.11033365","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd64889.2025.11033365","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 28th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","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/A5100702750","display_name":"Jiahui Hu","orcid":"https://orcid.org/0000-0001-8771-7474"},"institutions":[{"id":"https://openalex.org/I4392021250","display_name":"State Key Laboratory of Networking and Switching Technology","ror":"https://ror.org/00qtv5q45","country_code":null,"type":"facility","lineage":["https://openalex.org/I139759216","https://openalex.org/I4392021250"]},{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiahui Hu","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,State Key Laboratory of Networking and Switching Technology,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,State Key Laboratory of Networking and Switching Technology,Beijing,China","institution_ids":["https://openalex.org/I139759216","https://openalex.org/I4392021250"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101561788","display_name":"Ye Tian","orcid":"https://orcid.org/0000-0002-6683-5524"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]},{"id":"https://openalex.org/I4392021250","display_name":"State Key Laboratory of Networking and Switching Technology","ror":"https://ror.org/00qtv5q45","country_code":null,"type":"facility","lineage":["https://openalex.org/I139759216","https://openalex.org/I4392021250"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ye Tian","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,State Key Laboratory of Networking and Switching Technology,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,State Key Laboratory of Networking and Switching Technology,Beijing,China","institution_ids":["https://openalex.org/I139759216","https://openalex.org/I4392021250"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111237095","display_name":"Zeming Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I4392021250","display_name":"State Key Laboratory of Networking and Switching Technology","ror":"https://ror.org/00qtv5q45","country_code":null,"type":"facility","lineage":["https://openalex.org/I139759216","https://openalex.org/I4392021250"]},{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zeming Gao","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,State Key Laboratory of Networking and Switching Technology,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,State Key Laboratory of Networking and Switching Technology,Beijing,China","institution_ids":["https://openalex.org/I139759216","https://openalex.org/I4392021250"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111319801","display_name":"Gongli Xi","orcid":"https://orcid.org/0009-0008-3702-3667"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]},{"id":"https://openalex.org/I4392021250","display_name":"State Key Laboratory of Networking and Switching Technology","ror":"https://ror.org/00qtv5q45","country_code":null,"type":"facility","lineage":["https://openalex.org/I139759216","https://openalex.org/I4392021250"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gongli Xi","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,State Key Laboratory of Networking and Switching Technology,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,State Key Laboratory of Networking and Switching Technology,Beijing,China","institution_ids":["https://openalex.org/I139759216","https://openalex.org/I4392021250"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052129348","display_name":"Xirong Que","orcid":"https://orcid.org/0000-0002-9759-767X"},"institutions":[{"id":"https://openalex.org/I4392021250","display_name":"State Key Laboratory of Networking and Switching Technology","ror":"https://ror.org/00qtv5q45","country_code":null,"type":"facility","lineage":["https://openalex.org/I139759216","https://openalex.org/I4392021250"]},{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xirong Que","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,State Key Laboratory of Networking and Switching Technology,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,State Key Laboratory of Networking and Switching Technology,Beijing,China","institution_ids":["https://openalex.org/I139759216","https://openalex.org/I4392021250"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100702750"],"corresponding_institution_ids":["https://openalex.org/I139759216","https://openalex.org/I4392021250"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.237104,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"618","last_page":"623"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9782000184059143,"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"}},"topics":[{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9782000184059143,"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":0.957099974155426,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9455000162124634,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7081630825996399},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.6461111307144165},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5560899972915649},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.42040833830833435},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3465963900089264},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21137040853500366}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7081630825996399},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.6461111307144165},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5560899972915649},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.42040833830833435},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3465963900089264},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21137040853500366}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cscwd64889.2025.11033365","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd64889.2025.11033365","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 28th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","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":12,"referenced_works":["https://openalex.org/W157259654","https://openalex.org/W2150516182","https://openalex.org/W3163488673","https://openalex.org/W4221024145","https://openalex.org/W4285229621","https://openalex.org/W4285272646","https://openalex.org/W4386260563","https://openalex.org/W4386260619","https://openalex.org/W4386260632","https://openalex.org/W4387968052","https://openalex.org/W4389105019","https://openalex.org/W4390098664"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W4324372666","https://openalex.org/W4225706866","https://openalex.org/W2914646191","https://openalex.org/W3023564924","https://openalex.org/W2942586735"],"abstract_inverted_index":{"Task":[0],"scheduling":[1,11],"is":[2,167],"a":[3,36,54,117,163],"critical":[4],"component":[5],"in":[6,59],"edge":[7,47,189],"computing.":[8,190],"Many":[9],"advanced":[10],"strategies":[12,172],"select":[13],"the":[14,29,85,98,102,106,112,131,158,179],"most":[15],"suitable":[16],"execution":[17],"node":[18],"based":[19],"on":[20,31],"user-reported":[21,32],"resource":[22,33,67],"requirements,":[23],"thereby":[24],"enhancing":[25],"user":[26],"experience.":[27],"However,":[28],"reliance":[30],"demands":[34],"presents":[35],"potential":[37,91],"vulnerability,":[38],"as":[39,116],"malicious":[40,79],"users":[41],"could":[42],"exploit":[43],"this":[44,50],"to":[45,72,82,97,129,156],"disrupt":[46],"servers.":[48],"In":[49,162],"paper,":[51],"we":[52,110],"propose":[53],"hypothetical":[55],"offloading":[56,103,171],"attack":[57,132,136],"scenario":[58],"which":[60],"an":[61,151],"attacker":[62],"submits":[63],"tasks":[64,71,80],"with":[65,123,145],"falsified":[66],"demands,":[68],"directing":[69],"these":[70],"specific":[73],"nodes.":[74],"A":[75],"high":[76],"volume":[77],"of":[78,101,181],"leads":[81],"congestion":[83],"at":[84],"targeted":[86],"node,":[87],"causing":[88],"delays":[89],"and":[90,105,148,173,183],"failures":[92],"for":[93,142],"latency-sensitive":[94],"tasks.":[95],"Due":[96],"black-box":[99],"nature":[100],"strategy":[104],"unknown":[107],"system":[108],"environment,":[109,165],"model":[111],"task":[113],"parameter":[114],"manipulation":[115],"multi-dimensional":[118],"multi-armed":[119],"bandit":[120],"(MAB)":[121],"process":[122],"non-stationary":[124],"rewards.":[125],"This":[126],"approach":[127],"aims":[128],"maximize":[130],"efficiency":[133],"within":[134,188],"limited":[135],"costs.":[137],"We":[138],"introduce":[139],"UCB":[140],"algorithm":[141,154],"Multidimensional":[143],"space":[144],"Cost":[146],"constraints":[147],"Non-stationary":[149],"rewards(UCB-MCN),":[150],"extended":[152],"MAB":[153],"designed":[155],"optimize":[157],"attacker's":[159],"cumulative":[160],"reward.":[161],"simulated":[164],"UCB-MCN":[166,182],"tested":[168],"against":[169],"various":[170],"defense":[174],"mechanisms.":[175],"Evaluation":[176],"results":[177],"demonstrate":[178],"effectiveness":[180],"highlight":[184],"new":[185],"security":[186],"concerns":[187]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
