{"id":"https://openalex.org/W4411205774","doi":"https://doi.org/10.1109/isdfs65363.2025.11012032","title":"A Framework to Automate the Digital Forensics Pipeline of Electron-based Social Media Applications","display_name":"A Framework to Automate the Digital Forensics Pipeline of Electron-based Social Media Applications","publication_year":2025,"publication_date":"2025-04-24","ids":{"openalex":"https://openalex.org/W4411205774","doi":"https://doi.org/10.1109/isdfs65363.2025.11012032"},"language":"en","primary_location":{"id":"doi:10.1109/isdfs65363.2025.11012032","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isdfs65363.2025.11012032","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 13th International Symposium on Digital Forensics and Security (ISDFS)","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/A5055812247","display_name":"Khushi Gupta","orcid":"https://orcid.org/0000-0002-4452-5103"},"institutions":[{"id":"https://openalex.org/I191429286","display_name":"Sam Houston State University","ror":"https://ror.org/00yh3cz06","country_code":"US","type":"education","lineage":["https://openalex.org/I191429286"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Khushi Gupta","raw_affiliation_strings":["Sam Houston State University,Dept. of Computer Science,Huntsville,Texas,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sam Houston State University,Dept. of Computer Science,Huntsville,Texas,USA","institution_ids":["https://openalex.org/I191429286"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092023105","display_name":"Phani Lanka","orcid":null},"institutions":[{"id":"https://openalex.org/I191429286","display_name":"Sam Houston State University","ror":"https://ror.org/00yh3cz06","country_code":"US","type":"education","lineage":["https://openalex.org/I191429286"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Phani Lanka","raw_affiliation_strings":["Sam Houston State University,Dept. of Computer Science,Huntsville,Texas,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sam Houston State University,Dept. of Computer Science,Huntsville,Texas,USA","institution_ids":["https://openalex.org/I191429286"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061796733","display_name":"Cihan Varol","orcid":"https://orcid.org/0000-0002-4940-6808"},"institutions":[{"id":"https://openalex.org/I191429286","display_name":"Sam Houston State University","ror":"https://ror.org/00yh3cz06","country_code":"US","type":"education","lineage":["https://openalex.org/I191429286"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cihan Varol","raw_affiliation_strings":["Sam Houston State University,Dept. of Computer Science,Huntsville,Texas,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sam Houston State University,Dept. of Computer Science,Huntsville,Texas,USA","institution_ids":["https://openalex.org/I191429286"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17231028,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12034","display_name":"Digital and Cyber Forensics","score":0.9965000152587891,"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":0.9965000152587891,"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":0.9613000154495239,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9388999938964844,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/digital-forensics","display_name":"Digital forensics","score":0.7574405670166016},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.721768856048584},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.703198254108429},{"id":"https://openalex.org/keywords/computer-forensics","display_name":"Computer forensics","score":0.5032908320426941},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.4960249364376068},{"id":"https://openalex.org/keywords/pipeline-transport","display_name":"Pipeline transport","score":0.4238567054271698},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.33474254608154297},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32422685623168945},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.30362677574157715},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.14668738842010498},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13929983973503113}],"concepts":[{"id":"https://openalex.org/C84418412","wikidata":"https://www.wikidata.org/wiki/Q3246940","display_name":"Digital forensics","level":2,"score":0.7574405670166016},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.721768856048584},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.703198254108429},{"id":"https://openalex.org/C556601545","wikidata":"https://www.wikidata.org/wiki/Q878553","display_name":"Computer forensics","level":3,"score":0.5032908320426941},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.4960249364376068},{"id":"https://openalex.org/C175309249","wikidata":"https://www.wikidata.org/wiki/Q725864","display_name":"Pipeline transport","level":2,"score":0.4238567054271698},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.33474254608154297},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32422685623168945},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.30362677574157715},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.14668738842010498},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13929983973503113},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isdfs65363.2025.11012032","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isdfs65363.2025.11012032","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 13th International Symposium on Digital Forensics and Security (ISDFS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2181728705","https://openalex.org/W4380433113","https://openalex.org/W4386072068","https://openalex.org/W2167366752","https://openalex.org/W2489557937","https://openalex.org/W4247205791","https://openalex.org/W4238452393","https://openalex.org/W3002268218","https://openalex.org/W2385667210","https://openalex.org/W3001565613"],"abstract_inverted_index":{"Social":[0],"media":[1,25],"applications":[2],"have":[3],"become":[4],"essential":[5],"tools":[6],"for":[7,16,64],"communication,":[8],"encouraging":[9],"global":[10],"interaction":[11],"while":[12],"simultaneously":[13],"presenting":[14],"opportunities":[15],"criminal":[17],"activities.":[18],"With":[19],"the":[20,60,97],"rise":[21],"of":[22,101],"Electron-based":[23,65],"social":[24],"platforms,":[26],"such":[27],"as":[28],"Discord,":[29],"Slack,":[30],"and":[31,40,48,72,90,99],"WhatsApp,":[32],"digital":[33,42,102],"forensic":[34,61,103],"investigators":[35],"face":[36],"challenges":[37],"in":[38],"extracting":[39],"analyzing":[41],"artifacts":[43,74],"due":[44],"to":[45,58,86],"data":[46,89],"heterogeneity":[47],"sheer":[49],"volume.":[50],"This":[51,94],"research":[52],"introduces":[53],"an":[54],"automated":[55],"framework":[56,68,95],"designed":[57],"streamline":[59],"analysis":[62],"pipeline":[63],"applications.":[66],"The":[67],"identifies,":[69],"collects,":[70],"standardizes,":[71],"processes":[73],"from":[75],"mul-tiple":[76],"storage":[77],"locations,":[78],"leveraging":[79],"advanced":[80],"Natural":[81],"Language":[82],"Processing":[83],"(NLP)":[84],"techniques":[85],"filter":[87],"relevant":[88],"generate":[91],"seamless":[92],"reports.":[93],"enhances":[96],"efficiency":[98],"accuracy":[100],"investigations.":[104]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
