{"id":"https://openalex.org/W4400620925","doi":"https://doi.org/10.1007/978-981-97-5101-3_13","title":"TS-HMD: Explainable Deep Learning for\u00a0Time Series HPCs Based IoT Malware Detection","display_name":"TS-HMD: Explainable Deep Learning for\u00a0Time Series HPCs Based IoT Malware Detection","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4400620925","doi":"https://doi.org/10.1007/978-981-97-5101-3_13"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-97-5101-3_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-97-5101-3_13","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5025835468","display_name":"Xiangyi Wang","orcid":"https://orcid.org/0000-0001-8634-3917"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]},{"id":"https://openalex.org/I4210110997","display_name":"Ministry of Education","ror":"https://ror.org/01xexqx38","country_code":"ME","type":"government","lineage":["https://openalex.org/I4210110997"]},{"id":"https://openalex.org/I4210126530","display_name":"Data Assurance and Communication Security","ror":"https://ror.org/02z2gfm30","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210126530","https://openalex.org/I4210156404"]}],"countries":["CN","ME"],"is_corresponding":false,"raw_author_name":"Xiangyi Wang","raw_affiliation_strings":["College of Computer Science, Nankai University, Tianjin, China","College of Cyber Science, Nankai University, Tianjin, China","Key Laboratory of Data and Intelligent System Security Ministry of Education, Tianjin, China","Tianjin Key Laboratory of Network and Data Security Technology, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science, Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]},{"raw_affiliation_string":"College of Cyber Science, Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]},{"raw_affiliation_string":"Key Laboratory of Data and Intelligent System Security Ministry of Education, Tianjin, China","institution_ids":["https://openalex.org/I4210110997"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Network and Data Security Technology, Tianjin, China","institution_ids":["https://openalex.org/I4210126530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077035984","display_name":"Jianguo Zhang","orcid":"https://orcid.org/0000-0001-7057-2862"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]},{"id":"https://openalex.org/I4210110997","display_name":"Ministry of Education","ror":"https://ror.org/01xexqx38","country_code":"ME","type":"government","lineage":["https://openalex.org/I4210110997"]},{"id":"https://openalex.org/I4210126530","display_name":"Data Assurance and Communication Security","ror":"https://ror.org/02z2gfm30","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210126530","https://openalex.org/I4210156404"]}],"countries":["CN","ME"],"is_corresponding":true,"raw_author_name":"Jian Zhang","raw_affiliation_strings":["College of Computer Science, Nankai University, Tianjin, China","College of Cyber Science, Nankai University, Tianjin, China","Key Laboratory of Data and Intelligent System Security Ministry of Education, Tianjin, China","Tianjin Key Laboratory of Network and Data Security Technology, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science, Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]},{"raw_affiliation_string":"College of Cyber Science, Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]},{"raw_affiliation_string":"Key Laboratory of Data and Intelligent System Security Ministry of Education, Tianjin, China","institution_ids":["https://openalex.org/I4210110997"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Network and Data Security Technology, Tianjin, China","institution_ids":["https://openalex.org/I4210126530"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111018309","display_name":"Meng Zheng","orcid":"https://orcid.org/0000-0003-0885-2729"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]},{"id":"https://openalex.org/I4210110997","display_name":"Ministry of Education","ror":"https://ror.org/01xexqx38","country_code":"ME","type":"government","lineage":["https://openalex.org/I4210110997"]},{"id":"https://openalex.org/I4210126530","display_name":"Data Assurance and Communication Security","ror":"https://ror.org/02z2gfm30","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210126530","https://openalex.org/I4210156404"]}],"countries":["CN","ME"],"is_corresponding":false,"raw_author_name":"Zheng Meng","raw_affiliation_strings":["College of Cyber Science, Nankai University, Tianjin, China","Key Laboratory of Data and Intelligent System Security Ministry of Education, Tianjin, China","Tianjin Key Laboratory of Network and Data Security Technology, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Cyber Science, Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]},{"raw_affiliation_string":"Key Laboratory of Data and Intelligent System Security Ministry of Education, Tianjin, China","institution_ids":["https://openalex.org/I4210110997"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Network and Data Security Technology, Tianjin, China","institution_ids":["https://openalex.org/I4210126530"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5077035984"],"corresponding_institution_ids":["https://openalex.org/I205237279","https://openalex.org/I4210110997","https://openalex.org/I4210126530"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.6817,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.82647815,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"235","last_page":"255"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9998000264167786,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9987999796867371,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9980999827384949,"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":0.8778855800628662},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.684113621711731},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.6421669125556946},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5509924292564392},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45997145771980286},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.3343737721443176},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.29328036308288574},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.23024249076843262}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8778855800628662},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.684113621711731},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.6421669125556946},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5509924292564392},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45997145771980286},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3343737721443176},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.29328036308288574},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.23024249076843262},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-97-5101-3_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-97-5101-3_13","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W2064675550","https://openalex.org/W2793420030","https://openalex.org/W2796370558","https://openalex.org/W2897514040","https://openalex.org/W2932551155","https://openalex.org/W2945027786","https://openalex.org/W2945097383","https://openalex.org/W2955425106","https://openalex.org/W2961099251","https://openalex.org/W2964450831","https://openalex.org/W2977431911","https://openalex.org/W3097409240","https://openalex.org/W3117379804","https://openalex.org/W3186605584","https://openalex.org/W3188588464","https://openalex.org/W3196064684","https://openalex.org/W3204925778","https://openalex.org/W3206526518","https://openalex.org/W4205225601","https://openalex.org/W4210937029","https://openalex.org/W4211030792","https://openalex.org/W4212956615","https://openalex.org/W4226510616","https://openalex.org/W4256383029","https://openalex.org/W4283452783","https://openalex.org/W4285212536","https://openalex.org/W4293193114","https://openalex.org/W4312428700"],"related_works":["https://openalex.org/W2097492617","https://openalex.org/W2753240997","https://openalex.org/W1764168690","https://openalex.org/W2537959205","https://openalex.org/W2740895074","https://openalex.org/W2772446090","https://openalex.org/W4284893819","https://openalex.org/W2249809453","https://openalex.org/W3152891574","https://openalex.org/W4316881845"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
