{"id":"https://openalex.org/W7165389389","doi":"https://doi.org/10.48550/arxiv.2606.19474","title":"Secure Coding Drift in LLM-Assisted Post-Quantum Cryptography Development: A Gamified Fix","display_name":"Secure Coding Drift in LLM-Assisted Post-Quantum Cryptography Development: A Gamified Fix","publication_year":2026,"publication_date":"2026-06-17","ids":{"openalex":"https://openalex.org/W7165389389","doi":"https://doi.org/10.48550/arxiv.2606.19474"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2606.19474","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.19474","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2606.19474","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5126200122","display_name":"R. D. N. Shakya","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shakya, R. D. N.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124158368","display_name":"C.P. Wijesiriwardana","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wijesiriwardana, C. P.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137914435","display_name":"S. M. Vidanagamachchi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vidanagamachchi, S. M.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5137871997","display_name":"Nalin A. G. Arachchilage","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Arachchilage, Nalin A. G.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.6553000211715698,"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":0.6553000211715698,"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/T11424","display_name":"Security and Verification in Computing","score":0.08709999918937683,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.021800000220537186,"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/secure-coding","display_name":"Secure coding","score":0.692300021648407},{"id":"https://openalex.org/keywords/cryptography","display_name":"Cryptography","score":0.6328999996185303},{"id":"https://openalex.org/keywords/vulnerability","display_name":"Vulnerability (computing)","score":0.588699996471405},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.582099974155426},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.579200029373169},{"id":"https://openalex.org/keywords/safer","display_name":"SAFER","score":0.4794999957084656},{"id":"https://openalex.org/keywords/vulnerability-assessment","display_name":"Vulnerability assessment","score":0.32829999923706055}],"concepts":[{"id":"https://openalex.org/C22680326","wikidata":"https://www.wikidata.org/wiki/Q7444867","display_name":"Secure coding","level":5,"score":0.692300021648407},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6672000288963318},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.6575999855995178},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.6328999996185303},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.588699996471405},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.582099974155426},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.579200029373169},{"id":"https://openalex.org/C2776654903","wikidata":"https://www.wikidata.org/wiki/Q2601463","display_name":"SAFER","level":2,"score":0.4794999957084656},{"id":"https://openalex.org/C167063184","wikidata":"https://www.wikidata.org/wiki/Q1400839","display_name":"Vulnerability assessment","level":3,"score":0.32829999923706055},{"id":"https://openalex.org/C15927051","wikidata":"https://www.wikidata.org/wiki/Q246593","display_name":"Cryptographic primitive","level":4,"score":0.313400000333786},{"id":"https://openalex.org/C140547941","wikidata":"https://www.wikidata.org/wiki/Q7797194","display_name":"Threat model","level":2,"score":0.3075000047683716},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.30090001225471497},{"id":"https://openalex.org/C127627568","wikidata":"https://www.wikidata.org/wiki/Q1639361","display_name":"Sociotechnical system","level":2,"score":0.2921999990940094},{"id":"https://openalex.org/C13159133","wikidata":"https://www.wikidata.org/wiki/Q365674","display_name":"Security engineering","level":5,"score":0.2766000032424927},{"id":"https://openalex.org/C121822524","wikidata":"https://www.wikidata.org/wiki/Q5157582","display_name":"Computer security model","level":2,"score":0.27320000529289246},{"id":"https://openalex.org/C113709454","wikidata":"https://www.wikidata.org/wiki/Q602136","display_name":"Coding theory","level":2,"score":0.26350000500679016},{"id":"https://openalex.org/C2776452267","wikidata":"https://www.wikidata.org/wiki/Q1503443","display_name":"Secrecy","level":2,"score":0.25690001249313354}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2606.19474","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.19474","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2606.19474","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.19474","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.5546939373016357,"id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0],"transition":[1],"to":[2,14,80],"Post":[3],"Quantum":[4],"Cryptography":[5],"(PQC)":[6],"introduces":[7,59],"considerable":[8],"implementation":[9,147],"complexity,":[10],"requiring":[11],"strict":[12],"adherence":[13],"constant-time":[15],"execution,":[16],"side":[17],"channel":[18],"resistance,":[19],"and":[20,126],"precise":[21],"parametrisation.":[22],"Simultaneously,":[23],"large":[24],"language":[25],"models":[26],"(LLMs)":[27],"are":[28],"heavily":[29],"embedded":[30],"in":[31,53,63,148],"software":[32],"development":[33,130],"workflows,":[34],"including":[35],"cryptographic":[36],"engineering.":[37],"While":[38],"LLMs":[39,135],"improve":[40],"productivity,":[41],"evidence":[42],"shows":[43],"that":[44,89,120],"they":[45],"frequently":[46],"generate":[47],"insecure":[48],"or":[49],"suboptimal":[50],"code,":[51],"particularly":[52],"security":[54,96,127,141],"critical":[55],"domains.":[56],"This":[57],"paper":[58],"Secure":[60],"Coding":[61],"Drift":[62],"PQC,":[64],"a":[65,99,113],"novel":[66],"socio":[67],"technical":[68],"vulnerability":[69],"model":[70],"capturing":[71],"the":[72],"gradual":[73],"degradation":[74],"of":[75],"secure":[76,117],"coding":[77,118],"practices":[78],"due":[79],"sustained":[81],"reliance":[82],"on":[83,91],"LLM-generated":[84],"code.":[85],"Unlike":[86],"prior":[87],"work":[88],"focuses":[90],"static":[92],"vulnerabilities,":[93],"we":[94,111],"conceptualise":[95],"risk":[97],"as":[98],"longitudinal":[100],"behavioural":[101,124],"phenomenon":[102],"rising":[103],"from":[104,136],"human":[105],"AI":[106,149],"interaction.":[107],"To":[108],"mitigate":[109],"this,":[110],"propose":[112],"gamified,":[114],"LLM":[115],"augmented":[116],"framework":[119],"embeds":[121],"adversarial":[122],"evaluation,":[123],"feedback,":[125],"scoring":[128],"into":[129,139],"workflows.":[131],"Our":[132],"approach":[133],"reframes":[134],"passive":[137],"assistants":[138],"active":[140],"co-pilots,":[142],"contributing":[143],"toward":[144],"safer":[145],"PQC":[146],"mediated":[150],"environments.":[151]},"counts_by_year":[],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2026-06-20T00:00:00"}
