{"id":"https://openalex.org/W4401114300","doi":"https://doi.org/10.1109/ict62760.2024.10606026","title":"SAMA: A Comprehensive Smart Automated Malware Analyzer Empowered by ChatGPT Integration","display_name":"SAMA: A Comprehensive Smart Automated Malware Analyzer Empowered by ChatGPT Integration","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4401114300","doi":"https://doi.org/10.1109/ict62760.2024.10606026"},"language":"en","primary_location":{"id":"doi:10.1109/ict62760.2024.10606026","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ict62760.2024.10606026","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 30th International Conference on Telecommunications (ICT)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5114909959","display_name":"Mahmoud A. Khalifa","orcid":"https://orcid.org/0009-0008-7496-1265"},"institutions":[{"id":"https://openalex.org/I142024983","display_name":"Prince Sultan University","ror":"https://ror.org/053mqrf26","country_code":"SA","type":"education","lineage":["https://openalex.org/I142024983"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mahmoud A. Khalifa","raw_affiliation_strings":["Prince Sultan University,Security Engineering Lab,Computer Science Department,Riyadh,Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Prince Sultan University,Security Engineering Lab,Computer Science Department,Riyadh,Saudi Arabia","institution_ids":["https://openalex.org/I142024983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041848850","display_name":"Iman Almomani","orcid":"https://orcid.org/0000-0003-4639-516X"},"institutions":[{"id":"https://openalex.org/I114972647","display_name":"University of Jordan","ror":"https://ror.org/05k89ew48","country_code":"JO","type":"education","lineage":["https://openalex.org/I114972647"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Iman Almomani","raw_affiliation_strings":["University of Jordan,Computer Science Department KASIT,Amman,Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Jordan,Computer Science Department KASIT,Amman,Jordan","institution_ids":["https://openalex.org/I114972647"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006443274","display_name":"Walid El\u2010Shafai","orcid":"https://orcid.org/0000-0001-7509-2120"},"institutions":[{"id":"https://openalex.org/I142024983","display_name":"Prince Sultan University","ror":"https://ror.org/053mqrf26","country_code":"SA","type":"education","lineage":["https://openalex.org/I142024983"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Walid El-Shafai","raw_affiliation_strings":["Prince Sultan University,Security Engineering Lab,Computer Science Department,Riyadh,Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Prince Sultan University,Security Engineering Lab,Computer Science Department,Riyadh,Saudi Arabia","institution_ids":["https://openalex.org/I142024983"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8343,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.69965242,"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":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9987000226974487,"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":0.9987000226974487,"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":0.995199978351593,"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/T12034","display_name":"Digital and Cyber Forensics","score":0.9146000146865845,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.7831255793571472},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6810203194618225},{"id":"https://openalex.org/keywords/spectrum-analyzer","display_name":"Spectrum analyzer","score":0.6085888147354126},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.5108239650726318},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.41926825046539307},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3787213861942291},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1273120939731598}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.7831255793571472},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6810203194618225},{"id":"https://openalex.org/C158007255","wikidata":"https://www.wikidata.org/wiki/Q1055222","display_name":"Spectrum analyzer","level":2,"score":0.6085888147354126},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.5108239650726318},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.41926825046539307},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3787213861942291},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1273120939731598}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ict62760.2024.10606026","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ict62760.2024.10606026","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 30th International Conference on Telecommunications (ICT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G286250353","display_name":null,"funder_award_id":"SEED-CCIS-2023-149","funder_id":"https://openalex.org/F4320327702","funder_display_name":"Prince Sultan University"}],"funders":[{"id":"https://openalex.org/F4320327702","display_name":"Prince Sultan University","ror":"https://ror.org/053mqrf26"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1583484179","https://openalex.org/W2910711617","https://openalex.org/W2913811025","https://openalex.org/W3001275383","https://openalex.org/W3205886849","https://openalex.org/W4310113565","https://openalex.org/W4323565799","https://openalex.org/W4385270173","https://openalex.org/W4385452929","https://openalex.org/W4386119501","https://openalex.org/W4386421937","https://openalex.org/W4387610430","https://openalex.org/W4387913908","https://openalex.org/W4388041989"],"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":{"Smart":[0],"Automated":[1],"Malware":[2],"Analyzer":[3],"(SAMA)":[4],"is":[5],"a":[6,20,63],"sophisticated":[7],"automated":[8],"tool":[9,27,61,105],"designed":[10],"to":[11,33,66],"streamline":[12],"and":[13,31,35,50,87,93,100],"enhance":[14],"the":[15,25,37,98,103],"malware":[16,67],"analysis":[17],"process.":[18],"With":[19],"comprehensive":[21],"suite":[22],"of":[23,39,102],"features,":[24],"SAMA":[26,60,104],"empowers":[28],"security":[29],"researchers":[30],"analysts":[32],"dissect":[34],"understand":[36],"behavior":[38],"malicious":[40],"software":[41],"efficiently.":[42],"This":[43],"paper":[44],"presents":[45],"each":[46],"feature's":[47],"design,":[48],"implementation,":[49],"significance,":[51],"highlighting":[52],"their":[53],"pivotal":[54],"role":[55],"in":[56,106],"strengthening":[57],"cybersecurity":[58],"defenses.":[59],"offers":[62],"holis-tic":[64],"approach":[65],"analysis,":[68,71,73,75,78,84],"leveraging":[69],"heuristic":[70],"string":[72],"entropy":[74],"API":[76],"function":[77],"signature-based":[79],"detection,":[80,86],"VirusTotal":[81],"integration,":[82],"GPT-assisted":[83],"LOLBIN":[85],"report":[88],"generation":[89],"capabilities.":[90],"Experi-mental":[91],"validations":[92],"real-world":[94],"case":[95],"studies":[96],"demonstrate":[97],"efficacy":[99],"utility":[101],"combating":[107],"evolving":[108],"cyber":[109],"threats.":[110]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
