{"id":"https://openalex.org/W4406457795","doi":"https://doi.org/10.1109/bigdata62323.2024.10825654","title":"Vision Paper: Addressing the Threat of 3D Printing Firearm Files with Data-Driven Strategies","display_name":"Vision Paper: Addressing the Threat of 3D Printing Firearm Files with Data-Driven Strategies","publication_year":2024,"publication_date":"2024-12-15","ids":{"openalex":"https://openalex.org/W4406457795","doi":"https://doi.org/10.1109/bigdata62323.2024.10825654"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata62323.2024.10825654","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata62323.2024.10825654","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Big Data (BigData)","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/A5093759853","display_name":"Chaido Porlou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]},{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Chaido Porlou","raw_affiliation_strings":["Centre for Research and Technology Hellas (CERTH),Information Technologies Institute (ITI),Thessaloniki,Greece"],"affiliations":[{"raw_affiliation_string":"Centre for Research and Technology Hellas (CERTH),Information Technologies Institute (ITI),Thessaloniki,Greece","institution_ids":["https://openalex.org/I4210093649","https://openalex.org/I4210134249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093759852","display_name":"Maria Makrynioti","orcid":null},"institutions":[{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]},{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Maria Makrynioti","raw_affiliation_strings":["Centre for Research and Technology Hellas (CERTH),Information Technologies Institute (ITI),Thessaloniki,Greece"],"affiliations":[{"raw_affiliation_string":"Centre for Research and Technology Hellas (CERTH),Information Technologies Institute (ITI),Thessaloniki,Greece","institution_ids":["https://openalex.org/I4210093649","https://openalex.org/I4210134249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045793629","display_name":"Georgios Stavropoulos","orcid":null},"institutions":[{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]},{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Georgios Stavropoulos","raw_affiliation_strings":["Centre for Research and Technology Hellas (CERTH),Information Technologies Institute (ITI),Thessaloniki,Greece"],"affiliations":[{"raw_affiliation_string":"Centre for Research and Technology Hellas (CERTH),Information Technologies Institute (ITI),Thessaloniki,Greece","institution_ids":["https://openalex.org/I4210093649","https://openalex.org/I4210134249"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064307246","display_name":"Konstantinos Votis","orcid":"https://orcid.org/0000-0001-6381-8326"},"institutions":[{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]},{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Konstantinos Votis","raw_affiliation_strings":["Centre for Research and Technology Hellas (CERTH),Information Technologies Institute (ITI),Thessaloniki,Greece"],"affiliations":[{"raw_affiliation_string":"Centre for Research and Technology Hellas (CERTH),Information Technologies Institute (ITI),Thessaloniki,Greece","institution_ids":["https://openalex.org/I4210093649","https://openalex.org/I4210134249"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5093759853"],"corresponding_institution_ids":["https://openalex.org/I4210093649","https://openalex.org/I4210134249"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.4138164,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2831","last_page":"2835"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12034","display_name":"Digital and Cyber Forensics","score":0.9977999925613403,"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/T12034","display_name":"Digital and Cyber Forensics","score":0.9977999925613403,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9889000058174133,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9868999719619751,"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":0.6416193246841431},{"id":"https://openalex.org/keywords/3d-printing","display_name":"3D printing","score":0.5387986302375793},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.49927806854248047},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.33908069133758545},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17259523272514343}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6416193246841431},{"id":"https://openalex.org/C524769229","wikidata":"https://www.wikidata.org/wiki/Q229367","display_name":"3D printing","level":2,"score":0.5387986302375793},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.49927806854248047},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.33908069133758545},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17259523272514343},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata62323.2024.10825654","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata62323.2024.10825654","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334322","display_name":"HORIZON EUROPE Framework Programme","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1979569700","https://openalex.org/W1979771029","https://openalex.org/W1992709657","https://openalex.org/W2277034143","https://openalex.org/W2558689792","https://openalex.org/W2605217525","https://openalex.org/W2790678027","https://openalex.org/W2795186263","https://openalex.org/W2954401588","https://openalex.org/W3018553624","https://openalex.org/W3033763269","https://openalex.org/W3090884130","https://openalex.org/W3100184169","https://openalex.org/W3163928685","https://openalex.org/W3179877418","https://openalex.org/W4238732299","https://openalex.org/W4387745901","https://openalex.org/W4391093208","https://openalex.org/W4391948728"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4280652955","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890"],"abstract_inverted_index":{"With":[0],"the":[1,33,53,81,90,119],"introduction":[2],"of":[3,37,55,83,92],"3D":[4,56,70,84,93,124],"printing":[5,125],"technology,":[6],"manufacturing":[7],"has":[8,23],"undergone":[9],"a":[10,43,46],"revolutionary":[11],"change,":[12],"offering":[13],"unprecedented":[14],"access":[15],"to":[16,26,49,79,95],"custom":[17],"object":[18],"production.":[19],"However,":[20],"this":[21],"democratization":[22],"also":[24],"led":[25],"significant":[27],"public":[28],"safety":[29],"concerns,":[30],"particularly":[31],"regarding":[32],"creation":[34],"and":[35,51,73,99],"distribution":[36,82],"3D-printed":[38,101],"firearms.":[39],"This":[40],"paper":[41],"outlines":[42],"vision":[44],"for":[45,117],"comprehensive":[47],"framework":[48,77],"monitor":[50],"analyze":[52,89],"lifecycle":[54],"firearm":[57,97],"models,":[58],"employing":[59],"advanced":[60],"tools":[61],"such":[62],"as":[63],"web":[64],"crawling,":[65],"Natural":[66],"Language":[67],"Understanding":[68],"(NLU),":[69],"file":[71],"analysis,":[72],"image":[74],"classification.":[75],"The":[76],"aims":[78],"track":[80],"files":[85,94],"across":[86],"online":[87],"platforms,":[88],"contents":[91],"identify":[96],"components,":[98],"detect":[100],"firearms":[102],"in":[103],"images.":[104],"By":[105],"leveraging":[106],"these":[107],"technologies,":[108],"law":[109],"enforcement":[110],"agencies":[111],"(LEAs)":[112],"can":[113],"gain":[114],"actionable":[115],"insights":[116],"reducing":[118],"risks":[120],"posed":[121],"by":[122],"illicit":[123],"activities.":[126]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}