{"id":"https://openalex.org/W2766603881","doi":"https://doi.org/10.1145/3125502.3125532","title":"A fast online sequential learning accelerator for IoT network intrusion detection","display_name":"A fast online sequential learning accelerator for IoT network intrusion detection","publication_year":2017,"publication_date":"2017-10-15","ids":{"openalex":"https://openalex.org/W2766603881","doi":"https://doi.org/10.1145/3125502.3125532","mag":"2766603881"},"language":"en","primary_location":{"id":"doi:10.1145/3125502.3125532","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3125502.3125532","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twelfth IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis Companion","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/A5078800069","display_name":"Hantao Huang","orcid":"https://orcid.org/0000-0002-2533-2082"},"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":"Hantao Huang","raw_affiliation_strings":["Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009777347","display_name":"Rai Suleman Khalid","orcid":null},"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":"Rai Suleman Khalid","raw_affiliation_strings":["Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000387478","display_name":"Wenye Liu","orcid":"https://orcid.org/0000-0003-4590-5367"},"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":"Wenye Liu","raw_affiliation_strings":["Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100647391","display_name":"Hao Yu","orcid":"https://orcid.org/0000-0001-9044-4841"},"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":"Hao Yu","raw_affiliation_strings":["Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5078800069"],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":0.9751,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.8252241,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9986000061035156,"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"}},"topics":[{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9986000061035156,"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/T12676","display_name":"Machine Learning and ELM","score":0.9983000159263611,"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/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9948999881744385,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.821713924407959},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.6175268292427063},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.5366195440292358},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5039073824882507},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.486200749874115},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4588911831378937},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.43231523036956787},{"id":"https://openalex.org/keywords/networking-hardware","display_name":"Networking hardware","score":0.4259514808654785},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3762962818145752},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3408471941947937},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.27545812726020813},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.15015193819999695},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14971664547920227}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.821713924407959},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.6175268292427063},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.5366195440292358},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5039073824882507},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.486200749874115},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4588911831378937},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.43231523036956787},{"id":"https://openalex.org/C159631557","wikidata":"https://www.wikidata.org/wiki/Q1546066","display_name":"Networking hardware","level":2,"score":0.4259514808654785},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3762962818145752},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3408471941947937},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.27545812726020813},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.15015193819999695},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14971664547920227}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3125502.3125532","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3125502.3125532","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twelfth IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis Companion","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8999999761581421,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2099940443","https://openalex.org/W2133990480","https://openalex.org/W2158054309","https://openalex.org/W2343841005","https://openalex.org/W2346769154"],"related_works":["https://openalex.org/W2770234245","https://openalex.org/W96612179","https://openalex.org/W4229499248","https://openalex.org/W2566006169","https://openalex.org/W1567818861","https://openalex.org/W2987774938","https://openalex.org/W2096844293","https://openalex.org/W2363944576","https://openalex.org/W2351041855","https://openalex.org/W2570254841"],"abstract_inverted_index":{"Deployment":[0],"of":[1,14,113,127],"IoT":[2,32,43],"devices":[3],"for":[4,63],"smart":[5],"buildings":[6],"and":[7,38],"homes":[8],"will":[9],"offer":[10],"a":[11,98,107,111,125],"high":[12],"level":[13],"comfortability":[15],"with":[16,97,116],"increased":[17],"energy":[18],"efficiency;":[19],"but":[20],"can":[21],"also":[22],"introduce":[23],"potential":[24],"cyber-attacks":[25],"such":[26],"as":[27],"network":[28,64,82,91,120],"intrusions":[29],"via":[30],"linked":[31],"devices.":[33],"Due":[34],"to":[35,41,79],"the":[36],"low-power":[37,119],"low-latency":[39],"requirement":[40],"secure":[42],"network,":[44],"traditional":[45],"software":[46],"based":[47,57,92,123],"security":[48],"system":[49],"is":[50,60,95],"not":[51],"applicable.":[52],"Instead,":[53],"an":[54,72],"embedded":[55],"hardware-accelerator":[56],"data":[58],"analytics":[59],"more":[61],"preferred":[62],"intrusion":[65,83,121],"detection.":[66,84],"In":[67],"this":[68],"paper,":[69],"we":[70],"propose":[71],"online":[73],"sequential":[74],"machine":[75],"learning":[76,93],"hardware":[77],"accelerator":[78],"perform":[80],"realtime":[81],"A":[85],"single":[86,108],"hidden":[87],"layer":[88],"feedforward":[89],"neural":[90],"algorithm":[94],"developed":[96],"least-squares":[99],"solver":[100],"realized":[101],"on":[102,106,124],"hardware.":[103],"Experimental":[104],"results":[105],"FPGA":[109],"achieve":[110],"bandwidth":[112],"409.6":[114],"Gbps":[115],"fast":[117],"yet":[118],"detection":[122],"number":[126],"benchmarks.":[128]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
