{"id":"https://openalex.org/W4395680451","doi":"https://doi.org/10.1109/tcss.2024.3385025","title":"A Malicious Information Traceability Model Based on Neighborhood Similarity and Multiple Types of Interaction","display_name":"A Malicious Information Traceability Model Based on Neighborhood Similarity and Multiple Types of Interaction","publication_year":2024,"publication_date":"2024-04-26","ids":{"openalex":"https://openalex.org/W4395680451","doi":"https://doi.org/10.1109/tcss.2024.3385025"},"language":"en","primary_location":{"id":"doi:10.1109/tcss.2024.3385025","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2024.3385025","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Social Systems","raw_type":"journal-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/A5031393277","display_name":"Tun Li","orcid":"https://orcid.org/0000-0002-7190-0167"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tun Li","raw_affiliation_strings":["School of Software Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-7190-0167","affiliations":[{"raw_affiliation_string":"School of Software Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073809083","display_name":"Zhou Li","orcid":"https://orcid.org/0009-0001-2642-7227"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhou Li","raw_affiliation_strings":["School of Software Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":"https://orcid.org/0009-0001-2642-7227","affiliations":[{"raw_affiliation_string":"School of Software Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111346849","display_name":"Kexin Ma","orcid":"https://orcid.org/0009-0002-7091-6383"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kexin Ma","raw_affiliation_strings":["School of Software Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":"https://orcid.org/0009-0002-7091-6383","affiliations":[{"raw_affiliation_string":"School of Software Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089825406","display_name":"Qian Li","orcid":"https://orcid.org/0000-0003-3905-8173"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qian Li","raw_affiliation_strings":["School of Software Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0003-3905-8173","affiliations":[{"raw_affiliation_string":"School of Software Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002223818","display_name":"Rong Wang","orcid":"https://orcid.org/0000-0002-7963-1766"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rong Wang","raw_affiliation_strings":["School of Software Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-7963-1766","affiliations":[{"raw_affiliation_string":"School of Software Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055874632","display_name":"Chaolong Jia","orcid":"https://orcid.org/0000-0003-4595-8215"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaolong Jia","raw_affiliation_strings":["School of Software Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0003-4595-8215","affiliations":[{"raw_affiliation_string":"School of Software Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076892263","display_name":"Yunpeng Xiao","orcid":"https://orcid.org/0000-0002-2846-3571"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunpeng Xiao","raw_affiliation_strings":["School of Software Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-2846-3571","affiliations":[{"raw_affiliation_string":"School of Software Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5031393277"],"corresponding_institution_ids":["https://openalex.org/I10535382"],"apc_list":null,"apc_paid":null,"fwci":1.0092,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.75852841,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"11","issue":"5","first_page":"5815","last_page":"5827"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9962000250816345,"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":0.9962000250816345,"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/T10734","display_name":"Information and Cyber Security","score":0.995199978351593,"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":0.9950000047683716,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/traceability","display_name":"Traceability","score":0.8175899982452393},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6110488176345825},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5799717903137207},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4502628445625305},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3980650007724762},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29603779315948486},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.1096087396144867}],"concepts":[{"id":"https://openalex.org/C153876917","wikidata":"https://www.wikidata.org/wiki/Q899704","display_name":"Traceability","level":2,"score":0.8175899982452393},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6110488176345825},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5799717903137207},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4502628445625305},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3980650007724762},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29603779315948486},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.1096087396144867},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcss.2024.3385025","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2024.3385025","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Social Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.41999998688697815,"display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G3496534629","display_name":null,"funder_award_id":"CSTB2022NSCQ-MSX0329","funder_id":"https://openalex.org/F4320323172","funder_display_name":"Natural Science Foundation of Chongqing"},{"id":"https://openalex.org/G8569280878","display_name":null,"funder_award_id":"62072066","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8963151118","display_name":null,"funder_award_id":"62006032","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320323172","display_name":"Natural Science Foundation of Chongqing","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W2540896251","https://openalex.org/W2794909783","https://openalex.org/W2922366070","https://openalex.org/W2936792392","https://openalex.org/W2941407859","https://openalex.org/W2948314464","https://openalex.org/W2981168838","https://openalex.org/W2983244957","https://openalex.org/W2997128522","https://openalex.org/W2999203289","https://openalex.org/W3044534474","https://openalex.org/W3049059630","https://openalex.org/W3099849870","https://openalex.org/W3109824650","https://openalex.org/W3113822649","https://openalex.org/W3120787907","https://openalex.org/W3128140448","https://openalex.org/W3134600612","https://openalex.org/W3151227833","https://openalex.org/W3191010830","https://openalex.org/W3211860396","https://openalex.org/W4210987839","https://openalex.org/W4224316369","https://openalex.org/W4286579120","https://openalex.org/W4295678893","https://openalex.org/W4312554322","https://openalex.org/W4366148247","https://openalex.org/W4376478980","https://openalex.org/W4383503479","https://openalex.org/W4385565698","https://openalex.org/W4385834324","https://openalex.org/W4389161235","https://openalex.org/W6714003741","https://openalex.org/W6728711331"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2378709054","https://openalex.org/W4380301954","https://openalex.org/W2803090313","https://openalex.org/W1482465488","https://openalex.org/W2052375654","https://openalex.org/W2376767034","https://openalex.org/W2350918606"],"abstract_inverted_index":{"The":[0],"open":[1],"and":[2,26,61,82,171,187],"free":[3],"nature":[4,73],"of":[5,40,49,65,74,77,134,138,141,163,190,192],"online":[6],"platforms":[7],"presents":[8],"challenges":[9],"for":[10],"tracing":[11],"malicious":[12,41,54,193],"information.":[13,90],"To":[14],"address":[15,37],"this,":[16],"we":[17,30,69,103,125],"propose":[18,31,126],"a":[19],"traceability":[20],"model":[21],"based":[22,87],"on":[23,53,88],"neighborhood":[24,32],"similarity":[25,33],"multitype":[27],"interaction.":[28],"First,":[29],"algorithms":[34],"(D-NTC)":[35],"to":[36,107,118],"the":[38,47,62,71,80,95,109,127,132,136,161,173,180,185],"universality":[39],"information":[42,55,175,194],"dissemination.":[43,195],"This":[44,91],"algorithm":[45],"evaluates":[46],"impact":[48],"user":[50,168],"node":[51,59,169],"importance":[52,170],"propagation":[56],"by":[57],"combining":[58],"degrees":[60],"topological":[63],"overlap":[64],"neighboring":[66],"nodes.":[67],"Second,":[68],"consider":[70],"interactive":[72,85,122],"multiple":[75,139],"types":[76,140],"elements":[78,178],"in":[79,166,179],"network":[81],"construct":[83],"an":[84,155],"module":[86,92],"user-path-malicious":[89],"effectively":[93],"captures":[94],"mutual":[96,146],"influence":[97,137,153],"relationships":[98,117],"among":[99,176],"diverse":[100,177],"elements.":[101,142],"Additionally,":[102],"employ":[104],"representation":[105],"learning":[106],"optimize":[108],"transition":[110],"probability":[111],"matrix":[112],"between":[113],"elements,":[114],"leveraging":[115],"hidden":[116],"further":[119],"characterize":[120],"their":[121],"impact.":[123],"Finally,":[124],"NSMTI-Rank":[128,149],"algorithm,":[129],"which":[130],"tackles":[131],"complexity":[133],"quantifying":[135],"Drawing":[143],"inspiration":[144],"from":[145],"reinforcement":[147],"effects,":[148],"comprehensively":[150],"quantifies":[151],"element":[152],"through":[154],"iterative":[156],"framework.":[157],"Experimental":[158],"results":[159],"demonstrate":[160],"effectiveness":[162],"our":[164],"approach":[165],"mining":[167],"capturing":[172],"interaction":[174],"network.":[181],"Moreover,":[182],"it":[183],"enables":[184],"timely":[186],"effective":[188],"identification":[189],"sources":[191]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
