{"id":"https://openalex.org/W4388644506","doi":"https://doi.org/10.1145/3626111.3628205","title":"PROSPER","display_name":"PROSPER","publication_year":2023,"publication_date":"2023-11-13","ids":{"openalex":"https://openalex.org/W4388644506","doi":"https://doi.org/10.1145/3626111.3628205"},"language":"en","primary_location":{"id":"doi:10.1145/3626111.3628205","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3626111.3628205","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3626111.3628205","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 22nd ACM Workshop on Hot Topics in Networks","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3626111.3628205","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006252695","display_name":"Prakhar Sharma","orcid":"https://orcid.org/0009-0008-6681-4310"},"institutions":[{"id":"https://openalex.org/I1298353152","display_name":"SRI International","ror":"https://ror.org/05s570m15","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1298353152"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Prakhar Sharma","raw_affiliation_strings":["SRI International"],"raw_orcid":"https://orcid.org/0009-0008-6681-4310","affiliations":[{"raw_affiliation_string":"SRI International","institution_ids":["https://openalex.org/I1298353152"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085002486","display_name":"Vinod Yegneswaran","orcid":"https://orcid.org/0000-0003-0718-6605"},"institutions":[{"id":"https://openalex.org/I1298353152","display_name":"SRI International","ror":"https://ror.org/05s570m15","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1298353152"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vinod Yegneswaran","raw_affiliation_strings":["SRI International"],"raw_orcid":"https://orcid.org/0000-0003-0718-6605","affiliations":[{"raw_affiliation_string":"SRI International","institution_ids":["https://openalex.org/I1298353152"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I1298353152"],"apc_list":null,"apc_paid":null,"fwci":9.5603,"has_fulltext":true,"cited_by_count":44,"citation_normalized_percentile":{"value":0.98609552,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"41","last_page":"47"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9947999715805054,"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"}},"topics":[{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9947999715805054,"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/T10260","display_name":"Software Engineering Research","score":0.9944000244140625,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9905999898910522,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.824099600315094},{"id":"https://openalex.org/keywords/artifact","display_name":"Artifact (error)","score":0.7637245655059814},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.6000546813011169},{"id":"https://openalex.org/keywords/regular-expression","display_name":"Regular expression","score":0.4573987126350403},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4504453241825104},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43318280577659607},{"id":"https://openalex.org/keywords/automaton","display_name":"Automaton","score":0.4304695129394531},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4030947685241699},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.33248481154441833},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.22087699174880981},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.20790913701057434}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.824099600315094},{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.7637245655059814},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.6000546813011169},{"id":"https://openalex.org/C121329065","wikidata":"https://www.wikidata.org/wiki/Q185612","display_name":"Regular expression","level":2,"score":0.4573987126350403},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4504453241825104},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43318280577659607},{"id":"https://openalex.org/C112505250","wikidata":"https://www.wikidata.org/wiki/Q787116","display_name":"Automaton","level":2,"score":0.4304695129394531},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4030947685241699},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.33248481154441833},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.22087699174880981},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.20790913701057434},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3626111.3628205","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3626111.3628205","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3626111.3628205","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 22nd ACM Workshop on Hot Topics in Networks","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3626111.3628205","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3626111.3628205","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3626111.3628205","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 22nd ACM Workshop on Hot Topics in Networks","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1717380892","display_name":null,"funder_award_id":"N00014-18","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"},{"id":"https://openalex.org/G24294024","display_name":null,"funder_award_id":"N00014-18-1-266","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"},{"id":"https://openalex.org/G5179165483","display_name":null,"funder_award_id":"N00014-18-1-2660","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"},{"id":"https://openalex.org/G8876996369","display_name":null,"funder_award_id":"N00014","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"}],"funders":[{"id":"https://openalex.org/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"},{"id":"https://openalex.org/F4320337345","display_name":"Office of Naval Research","ror":"https://ror.org/00rk2pe57"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388644506.pdf","grobid_xml":"https://content.openalex.org/works/W4388644506.grobid-xml"},"referenced_works_count":7,"referenced_works":["https://openalex.org/W79696261","https://openalex.org/W2135274583","https://openalex.org/W2146872103","https://openalex.org/W2896457183","https://openalex.org/W4287644037","https://openalex.org/W4288057700","https://openalex.org/W4382202531"],"related_works":["https://openalex.org/W52840052","https://openalex.org/W1741504538","https://openalex.org/W1687852313","https://openalex.org/W3029243869","https://openalex.org/W2019696434","https://openalex.org/W2502336004","https://openalex.org/W3162837891","https://openalex.org/W4308623176","https://openalex.org/W2358078963","https://openalex.org/W2952363982"],"abstract_inverted_index":{"We":[0,50,62,87,98],"explore":[1],"the":[2,145],"application":[3],"of":[4,17,151],"Large":[5],"Language":[6],"Models":[7],"(LLMs)":[8],"(specifically":[9],"GPT-3.5-turbo)":[10],"to":[11,56,71,125],"extract":[12,57,72],"specifications":[13],"and":[14,36,40,79,83,109,129,136,149],"automating":[15],"understanding":[16],"networking":[18],"protocols":[19],"from":[20,60,157],"Internet":[21],"Request":[22],"for":[23,91,105,121,132,154],"Comments":[24],"(RFC)":[25],"documents.":[26,163],"LLMs":[27,153],"have":[28],"proven":[29],"successful":[30],"in":[31,46],"specialized":[32,158],"domains":[33,159],"like":[34],"medical":[35],"legal":[37],"text":[38,70,120],"understanding,":[39],"this":[41,89],"work":[42],"investigates":[43],"their":[44],"potential":[45],"automatically":[47],"comprehending":[48],"RFCs.":[49,61],"develop":[51],"Artifact":[52],"Miner,":[53],"a":[54],"tool":[55],"diagram":[58],"artifacts":[59,66,117],"then":[63],"couple":[64],"extracted":[65,134],"with":[67,101,119],"natural":[68],"language":[69],"protocol":[73,106],"automata":[74],"using":[75,152],"GPT-turbo":[76],"3.5":[77],"(chatGPT)":[78],"present":[80],"our":[81],"zero-shot":[82],"few-shot":[84],"extraction":[85,93,122,156],"results.":[86],"call":[88],"framework":[90],"FSM":[92,107],"'PROSPER:":[94],"Protocol":[95],"Specification":[96],"Miner'.":[97],"compare":[99],"PROSPER":[100],"existing":[102],"state-of-the-art":[103],"techniques":[104],"state":[108],"transition":[110],"extraction.":[111],"Our":[112],"experiments":[113],"indicate":[114],"that":[115],"employing":[116],"along":[118],"can":[123],"lead":[124],"lower":[126],"false":[127],"positives":[128],"better":[130],"accuracy":[131],"both":[133],"states":[135],"transitions.":[137],"Finally,":[138],"we":[139,147],"discuss":[140],"efficient":[141],"prompt":[142],"engineering":[143],"techniques,":[144],"errors":[146],"encountered,":[148],"pitfalls":[150],"knowledge":[155],"such":[160],"as":[161],"RFC":[162]},"counts_by_year":[{"year":2026,"cited_by_count":12},{"year":2025,"cited_by_count":22},{"year":2024,"cited_by_count":10}],"updated_date":"2026-07-31T08:31:51.225901","created_date":"2023-11-14T00:00:00"}
