{"id":"https://openalex.org/W4405907895","doi":"https://doi.org/10.1109/icspis63676.2024.10812585","title":"Automating Cyber Defense: Enhancing Threat Intelligence with AI-Driven Annotation","display_name":"Automating Cyber Defense: Enhancing Threat Intelligence with AI-Driven Annotation","publication_year":2024,"publication_date":"2024-11-12","ids":{"openalex":"https://openalex.org/W4405907895","doi":"https://doi.org/10.1109/icspis63676.2024.10812585"},"language":"en","primary_location":{"id":"doi:10.1109/icspis63676.2024.10812585","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icspis63676.2024.10812585","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 7th International Conference on Signal Processing and Information Security (ICSPIS)","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":null,"display_name":"Youssef Mostafa","orcid":null},"institutions":[{"id":"https://openalex.org/I4210088986","display_name":"National Telecommunication Regulatory Authority","ror":"https://ror.org/007mwgz28","country_code":"EG","type":"government","lineage":["https://openalex.org/I4210088986"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Youssef Mostafa","raw_affiliation_strings":["EG-CERT, National Telecom Regulatory Authority (NTRA),Giza,Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EG-CERT, National Telecom Regulatory Authority (NTRA),Giza,Egypt","institution_ids":["https://openalex.org/I4210088986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083657631","display_name":"Samir G. Sayed","orcid":"https://orcid.org/0000-0001-7259-3296"},"institutions":[{"id":"https://openalex.org/I4210088986","display_name":"National Telecommunication Regulatory Authority","ror":"https://ror.org/007mwgz28","country_code":"EG","type":"government","lineage":["https://openalex.org/I4210088986"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Samir G. Sayed","raw_affiliation_strings":["EG-CERT, National Telecom Regulatory Authority (NTRA),Giza,Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EG-CERT, National Telecom Regulatory Authority (NTRA),Giza,Egypt","institution_ids":["https://openalex.org/I4210088986"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033611937","display_name":"Marwa Zamzam","orcid":"https://orcid.org/0000-0001-7716-0713"},"institutions":[{"id":"https://openalex.org/I96823368","display_name":"German University in Cairo","ror":"https://ror.org/03rjt0z37","country_code":"EG","type":"education","lineage":["https://openalex.org/I96823368"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Marwa Zamzam","raw_affiliation_strings":["German International University,Faculty of Informatics and Computer Science,Cairo,Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"German International University,Faculty of Informatics and Computer Science,Cairo,Egypt","institution_ids":["https://openalex.org/I96823368"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6025,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.68391779,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9801999926567078,"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":0.9801999926567078,"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/T12034","display_name":"Digital and Cyber Forensics","score":0.9293000102043152,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9217000007629395,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7063926458358765},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.640758752822876},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4700789749622345},{"id":"https://openalex.org/keywords/cyber-threats","display_name":"Cyber threats","score":0.4247239828109741},{"id":"https://openalex.org/keywords/cyberwarfare","display_name":"Cyberwarfare","score":0.4235479235649109},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32282572984695435}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7063926458358765},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.640758752822876},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4700789749622345},{"id":"https://openalex.org/C3018725008","wikidata":"https://www.wikidata.org/wiki/Q4071928","display_name":"Cyber threats","level":2,"score":0.4247239828109741},{"id":"https://openalex.org/C171769113","wikidata":"https://www.wikidata.org/wiki/Q849340","display_name":"Cyberwarfare","level":2,"score":0.4235479235649109},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32282572984695435}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icspis63676.2024.10812585","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icspis63676.2024.10812585","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 7th International Conference on Signal Processing and Information Security (ICSPIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2955338161","https://openalex.org/W2965684898","https://openalex.org/W2966983573","https://openalex.org/W3092557781","https://openalex.org/W3176367300","https://openalex.org/W4300819682","https://openalex.org/W4319988351","https://openalex.org/W4385768681","https://openalex.org/W4401426188"],"related_works":["https://openalex.org/W350155893","https://openalex.org/W3110311961","https://openalex.org/W4396897946","https://openalex.org/W4241558023","https://openalex.org/W3096091498","https://openalex.org/W2746847679","https://openalex.org/W4200456794","https://openalex.org/W3040950835","https://openalex.org/W4386107585","https://openalex.org/W1986218267"],"abstract_inverted_index":{"The":[0],"cybersecurity":[1,80],"landscape":[2],"is":[3],"increasingly":[4],"challenged":[5],"by":[6],"the":[7,12,35,52,79,87,109,116],"growing":[8],"digital":[9],"footprint":[10],"and":[11,22,66,89,114],"sophistication":[13],"of":[14,29,37,43,92,101,111,118,124],"cyber":[15,93],"threats,":[16],"necessitating":[17],"experts":[18],"to":[19,71,120],"stay":[20],"updated":[21],"extract":[23,72],"actionable":[24],"insights":[25],"from":[26,75],"a":[27,98],"deluge":[28],"Cyber":[30,44,125],"Threat":[31,45,126],"Intelligence":[32,46,127],"data.":[33],"Given":[34],"impracticality":[36],"manually":[38],"processing":[39],"approximately":[40],"60,000":[41],"pieces":[42],"released":[47],"monthly,":[48],"this":[49],"paper":[50],"introduces":[51],"Cybersecurity":[53],"Entity":[54],"Extraction":[55],"Tool,":[56],"an":[57,67],"efficient":[58],"technique":[59],"leveraging":[60],"pre-trained":[61],"transformer-based":[62],"large":[63,122],"language":[64],"models":[65],"artificial":[68],"neural":[69],"network":[70],"named":[73],"entities":[74],"unstructured":[76],"sources":[77],"within":[78],"domain.":[81],"This":[82],"tool":[83],"not":[84],"only":[85],"facilitates":[86],"identification":[88],"contextual":[90],"understanding":[91],"threats":[94],"but":[95],"also":[96],"achieves":[97],"commendable":[99],"F1-score":[100],"92%":[102],"across":[103],"14":[104],"distinct":[105],"labels,":[106],"significantly":[107],"mitigating":[108],"limitations":[110],"previous":[112],"methods":[113],"enhancing":[115],"capability":[117],"analysts":[119],"process":[121],"volumes":[123],"data":[128],"efficiently.":[129]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-06-20T22:02:38.213706","created_date":"2025-10-10T00:00:00"}
