{"id":"https://openalex.org/W4389208653","doi":"https://doi.org/10.1145/3611643.3617854","title":"The Call Graph Chronicles: Unleashing the Power Within","display_name":"The Call Graph Chronicles: Unleashing the Power Within","publication_year":2023,"publication_date":"2023-11-30","ids":{"openalex":"https://openalex.org/W4389208653","doi":"https://doi.org/10.1145/3611643.3617854"},"language":"en","primary_location":{"id":"doi:10.1145/3611643.3617854","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3611643.3617854","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering","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/A5010463767","display_name":"Masudul Hasan Masud Bhuiyan","orcid":"https://orcid.org/0000-0002-7090-4334"},"institutions":[{"id":"https://openalex.org/I4210128801","display_name":"Helmholtz Center for Information Security","ror":"https://ror.org/02njgxr09","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I4210128801"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Masudul Hasan Masud Bhuiyan","raw_affiliation_strings":["CISPA Helmholtz Center for Information Security, Saarbr\u00fccken, Germany"],"affiliations":[{"raw_affiliation_string":"CISPA Helmholtz Center for Information Security, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I4210128801"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5010463767"],"corresponding_institution_ids":["https://openalex.org/I4210128801"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17170579,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2210","last_page":"2212"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9994000196456909,"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":0.9994000196456909,"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/T10260","display_name":"Software Engineering Research","score":0.9988999962806702,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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":0.8112550973892212},{"id":"https://openalex.org/keywords/call-graph","display_name":"Call graph","score":0.7376435995101929},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5933230519294739},{"id":"https://openalex.org/keywords/javascript","display_name":"JavaScript","score":0.534791886806488},{"id":"https://openalex.org/keywords/system-call","display_name":"System call","score":0.4599560499191284},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.43395617604255676},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3297646939754486}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8112550973892212},{"id":"https://openalex.org/C102379954","wikidata":"https://www.wikidata.org/wiki/Q2589940","display_name":"Call graph","level":2,"score":0.7376435995101929},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5933230519294739},{"id":"https://openalex.org/C544833334","wikidata":"https://www.wikidata.org/wiki/Q2005","display_name":"JavaScript","level":2,"score":0.534791886806488},{"id":"https://openalex.org/C2778579508","wikidata":"https://www.wikidata.org/wiki/Q722192","display_name":"System call","level":2,"score":0.4599560499191284},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.43395617604255676},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3297646939754486}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3611643.3617854","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3611643.3617854","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering","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":7,"referenced_works":["https://openalex.org/W2047764386","https://openalex.org/W2079877139","https://openalex.org/W2508295954","https://openalex.org/W4247889999","https://openalex.org/W4284671049","https://openalex.org/W4297677548","https://openalex.org/W4323891822"],"related_works":["https://openalex.org/W2527850347","https://openalex.org/W2534378520","https://openalex.org/W2167432494","https://openalex.org/W2910694811","https://openalex.org/W2025749518","https://openalex.org/W2248682081","https://openalex.org/W2999907777","https://openalex.org/W2085562432","https://openalex.org/W2054093027","https://openalex.org/W2968146306"],"abstract_inverted_index":{"Call":[0],"graph":[1,54,64,100],"generation":[2],"is":[3,16],"critical":[4],"for":[5,23,68],"program":[6],"understanding":[7],"and":[8,14,42,107],"analysis,":[9],"but":[10],"achieving":[11,92],"both":[12],"accuracy":[13,101],"precision":[15],"challenging.":[17],"Existing":[18],"methods":[19],"trade":[20],"off":[21],"one":[22],"the":[24,69],"other,":[25],"particularly":[26,109],"in":[27,77,89,110],"dy-":[28],"namic":[29],"languages":[30],"like":[31],"JavaScript.":[32],"This":[33,96],"paper":[34],"introduces":[35],"\"Graphia,\"":[36],"an":[37,61],"approach":[38,97],"that":[39],"combines":[40],"structural":[41],"semantic":[43],"information":[44],"using":[45],"a":[46],"Graph":[47],"Neural":[48],"Network":[49],"(GNN)":[50],"to":[51,94],"enhance":[52],"call":[53,63,75,99],"accu-":[55],"racy.":[56],"Graphia\u2019s":[57],"two-step":[58],"process":[59],"employs":[60],"initial":[62],"as":[65],"training":[66],"data":[67],"GNN,":[70],"which":[71],"then":[72],"uncovers":[73],"true":[74,86],"edges":[76],"new":[78],"programs.":[79],"Experimental":[80],"results":[81],"show":[82],"Graphia":[83],"significantly":[84],"improves":[85],"positive":[87],"rates":[88],"vulnerability":[90],"detection,":[91],"up":[93],"95%.":[95],"advances":[98],"by":[102],"effectively":[103],"incorporating":[104],"code":[105],"structure":[106],"context,":[108],"complex":[111],"dynamic":[112],"language":[113],"scenarios.":[114]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}