{"id":"https://openalex.org/W3159859720","doi":"https://doi.org/10.32657/10356/146232","title":"Semantic driven vulnerability detection and patch analysis","display_name":"Semantic driven vulnerability detection and patch analysis","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3159859720","doi":"https://doi.org/10.32657/10356/146232","mag":"3159859720"},"language":"en","primary_location":{"id":"doi:10.32657/10356/146232","is_oa":true,"landing_page_url":"https://doi.org/10.32657/10356/146232","pdf_url":"https://dr.ntu.edu.sg/bitstream/10356/146232/2/NTU_PhD_Thesis_to_submitted.pdf","source":null,"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nanyang Technological University","raw_type":"dissertation"},"type":"dissertation","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dr.ntu.edu.sg/bitstream/10356/146232/2/NTU_PhD_Thesis_to_submitted.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049629263","display_name":"Zhengzi Xu","orcid":"https://orcid.org/0000-0002-8390-7518"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Xu, Zhengzi","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5049629263"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9998999834060669,"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/T10260","display_name":"Software Engineering Research","score":0.9998999834060669,"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":0.9994999766349792,"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9993000030517578,"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/vulnerability","display_name":"Vulnerability (computing)","score":0.7522721290588379},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.705668568611145},{"id":"https://openalex.org/keywords/syntax","display_name":"Syntax","score":0.6523880362510681},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.5715267658233643},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5441866517066956},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.5052691102027893},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4424934685230255},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3426237404346466},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3247331380844116},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28606951236724854},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07041966915130615}],"concepts":[{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.7522721290588379},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.705668568611145},{"id":"https://openalex.org/C60048249","wikidata":"https://www.wikidata.org/wiki/Q37437","display_name":"Syntax","level":2,"score":0.6523880362510681},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.5715267658233643},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5441866517066956},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.5052691102027893},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4424934685230255},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3426237404346466},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3247331380844116},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28606951236724854},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07041966915130615},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.32657/10356/146232","is_oa":true,"landing_page_url":"https://doi.org/10.32657/10356/146232","pdf_url":"https://dr.ntu.edu.sg/bitstream/10356/146232/2/NTU_PhD_Thesis_to_submitted.pdf","source":null,"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nanyang Technological University","raw_type":"dissertation"},{"id":"pmh:oai:dr.ntu.edu.sg:10356/146232","is_oa":true,"landing_page_url":"https://hdl.handle.net/10356/146232","pdf_url":null,"source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Thesis-Doctor of Philosophy"}],"best_oa_location":{"id":"doi:10.32657/10356/146232","is_oa":true,"landing_page_url":"https://doi.org/10.32657/10356/146232","pdf_url":"https://dr.ntu.edu.sg/bitstream/10356/146232/2/NTU_PhD_Thesis_to_submitted.pdf","source":null,"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nanyang Technological University","raw_type":"dissertation"},"sustainable_development_goals":[{"score":0.5899999737739563,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3159859720.pdf","grobid_xml":"https://content.openalex.org/works/W3159859720.grobid-xml"},"referenced_works_count":185,"referenced_works":["https://openalex.org/W127238549","https://openalex.org/W200653874","https://openalex.org/W596492259","https://openalex.org/W1475493299","https://openalex.org/W1486731751","https://openalex.org/W1490011260","https://openalex.org/W1496222301","https://openalex.org/W1511110335","https://openalex.org/W1515539475","https://openalex.org/W1546956568","https://openalex.org/W1560139368","https://openalex.org/W1563577331","https://openalex.org/W1579850852","https://openalex.org/W1582456956","https://openalex.org/W1593203335","https://openalex.org/W1598423581","https://openalex.org/W1604459715","https://openalex.org/W1690253345","https://openalex.org/W1710734607","https://openalex.org/W1820253543","https://openalex.org/W1942295288","https://openalex.org/W1946412544","https://openalex.org/W1971800255","https://openalex.org/W1972429847","https://openalex.org/W1974527629","https://openalex.org/W1975394407","https://openalex.org/W1975455521","https://openalex.org/W1977657402","https://openalex.org/W1983316175","https://openalex.org/W1988524530","https://openalex.org/W1990762361","https://openalex.org/W1991155991","https://openalex.org/W1992114977","https://openalex.org/W2008085811","https://openalex.org/W2009526138","https://openalex.org/W2009614414","https://openalex.org/W2012604743","https://openalex.org/W2019730517","https://openalex.org/W2023349464","https://openalex.org/W2024641812","https://openalex.org/W2025268205","https://openalex.org/W2028170982","https://openalex.org/W2039168567","https://openalex.org/W2041190309","https://openalex.org/W2041839827","https://openalex.org/W2044108151","https://openalex.org/W2045002320","https://openalex.org/W2059610428","https://openalex.org/W2060015309","https://openalex.org/W2060333670","https://openalex.org/W2060537671","https://openalex.org/W2065622239","https://openalex.org/W2072385532","https://openalex.org/W2074529754","https://openalex.org/W2076719273","https://openalex.org/W2079083905","https://openalex.org/W2081768685","https://openalex.org/W2088479623","https://openalex.org/W2091939272","https://openalex.org/W2094382938","https://openalex.org/W2097174997","https://openalex.org/W2099866050","https://openalex.org/W2101252831","https://openalex.org/W2101606071","https://openalex.org/W2101832700","https://openalex.org/W2102970979","https://openalex.org/W2104301886","https://openalex.org/W2108395261","https://openalex.org/W2112725702","https://openalex.org/W2120326119","https://openalex.org/W2122947685","https://openalex.org/W2125260159","https://openalex.org/W2128182542","https://openalex.org/W2128782367","https://openalex.org/W2128888088","https://openalex.org/W2128985333","https://openalex.org/W2136099030","https://openalex.org/W2136337200","https://openalex.org/W2137952932","https://openalex.org/W2138110817","https://openalex.org/W2138756793","https://openalex.org/W2144706305","https://openalex.org/W2144828481","https://openalex.org/W2145124323","https://openalex.org/W2153881107","https://openalex.org/W2157532207","https://openalex.org/W2162793728","https://openalex.org/W2164030845","https://openalex.org/W2165597437","https://openalex.org/W2166278331","https://openalex.org/W2168156367","https://openalex.org/W2274071363","https://openalex.org/W2286236884","https://openalex.org/W2288083000","https://openalex.org/W2293673734","https://openalex.org/W2297774820","https://openalex.org/W2298313545","https://openalex.org/W2399578172","https://openalex.org/W2414803796","https://openalex.org/W2511803001","https://openalex.org/W2514974017","https://openalex.org/W2532962075","https://openalex.org/W2546468634","https://openalex.org/W2546918856","https://openalex.org/W2547625248","https://openalex.org/W2574017551","https://openalex.org/W2577142429","https://openalex.org/W2584966780","https://openalex.org/W2597697275","https://openalex.org/W2601924532","https://openalex.org/W2605202003","https://openalex.org/W2617064411","https://openalex.org/W2618635610","https://openalex.org/W2621112123","https://openalex.org/W2634106992","https://openalex.org/W2731423391","https://openalex.org/W2740880011","https://openalex.org/W2745087117","https://openalex.org/W2749008552","https://openalex.org/W2752365765","https://openalex.org/W2752559890","https://openalex.org/W2766078311","https://openalex.org/W2766411424","https://openalex.org/W2767667498","https://openalex.org/W2778319809","https://openalex.org/W2781491433","https://openalex.org/W2784669118","https://openalex.org/W2787662294","https://openalex.org/W2793857960","https://openalex.org/W2796200341","https://openalex.org/W2801712578","https://openalex.org/W2808509424","https://openalex.org/W2887377444","https://openalex.org/W2888158939","https://openalex.org/W2889354405","https://openalex.org/W2889844913","https://openalex.org/W2899036588","https://openalex.org/W2899424311","https://openalex.org/W2903351947","https://openalex.org/W2909014315","https://openalex.org/W2913329778","https://openalex.org/W2953598967","https://openalex.org/W2954151438","https://openalex.org/W2954552517","https://openalex.org/W2957905354","https://openalex.org/W2962688040","https://openalex.org/W2962992787","https://openalex.org/W2963350015","https://openalex.org/W2970862273","https://openalex.org/W2972135640","https://openalex.org/W2972498626","https://openalex.org/W2973119553","https://openalex.org/W2993383518","https://openalex.org/W2997293639","https://openalex.org/W2997451752","https://openalex.org/W3000239664","https://openalex.org/W3000315285","https://openalex.org/W3003280364","https://openalex.org/W3005003168","https://openalex.org/W3019415692","https://openalex.org/W3043236449","https://openalex.org/W3046427445","https://openalex.org/W3082677261","https://openalex.org/W3087885918","https://openalex.org/W3090910431","https://openalex.org/W3091388282","https://openalex.org/W3101228802","https://openalex.org/W3105926539","https://openalex.org/W3123045479","https://openalex.org/W3123477784","https://openalex.org/W3123680370","https://openalex.org/W3128660473","https://openalex.org/W3140595400","https://openalex.org/W3142656464","https://openalex.org/W3162328397","https://openalex.org/W3175483041","https://openalex.org/W4231241365","https://openalex.org/W4241828689","https://openalex.org/W4244051999","https://openalex.org/W4244284331","https://openalex.org/W4255632703","https://openalex.org/W4256377773","https://openalex.org/W6655265461","https://openalex.org/W6680653367","https://openalex.org/W6681679627"],"related_works":["https://openalex.org/W4388713123","https://openalex.org/W3194438104","https://openalex.org/W2570592793","https://openalex.org/W2753140600","https://openalex.org/W4391150403","https://openalex.org/W2081749821","https://openalex.org/W1968572830","https://openalex.org/W2090814745","https://openalex.org/W2029896371","https://openalex.org/W2136497797"],"abstract_inverted_index":{"into":[0],"the":[1,24,27,64,75],"target":[2,76],"functions":[3],"since":[4],"they":[5],"use":[6],"syntax":[7],"level":[8],"information.":[9],"To":[10],"this":[11],"end,":[12],"we":[13],"propose":[14],"MVP,":[15],"a":[16,38],"source":[17],"code":[18],"vulnerability":[19,65],"matching":[20],"tool,":[21],"which":[22,36],"summarizes":[23],"semantics":[25],"of":[26],"known":[28],"vulnerabilities.":[29],"Then":[30],"it":[31],"matches":[32],"for":[33],"new":[34,49],"vulnerabilities,":[35],"share":[37],"similar":[39],"logic.":[40],"The":[41],"experiment":[42],"shows":[43],"that":[44],"MVP":[45],"can":[46],"detect":[47],"97":[48],"vulnerabilities":[50],"in":[51,74],"10":[52],"commonly":[53],"used":[54],"projects.":[55],"It":[56],"takes":[57],"17,272.82":[58],"milliseconds":[59,71],"on":[60],"average":[61],"to":[62,72],"extract":[63],"signatures":[66],"and":[67],"less":[68],"than":[69],"100":[70],"match":[73],"programs.":[77]},"counts_by_year":[],"updated_date":"2026-03-25T13:04:00.132906","created_date":"2021-05-10T00:00:00"}
