{"id":"https://openalex.org/W3213600441","doi":"https://doi.org/10.5220/0011272400003283","title":"PAMMELA: Policy Administration Methodology using Machine Learning","display_name":"PAMMELA: Policy Administration Methodology using Machine Learning","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W3213600441","doi":"https://doi.org/10.5220/0011272400003283","mag":"3213600441","pmid":"https://pubmed.ncbi.nlm.nih.gov/36561130"},"language":"en","primary_location":{"id":"doi:10.5220/0011272400003283","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0011272400003283","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th International Conference on Security and Cryptography","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0011272400003283","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040945700","display_name":"Varun Gumma","orcid":"https://orcid.org/0009-0002-5746-3017"},"institutions":[{"id":"https://openalex.org/I24676775","display_name":"Indian Institute of Technology Madras","ror":"https://ror.org/03v0r5n49","country_code":"IN","type":"facility","lineage":["https://openalex.org/I24676775"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Varun Gumma","raw_affiliation_strings":["Department of Computer Science and Engineering, IIT Madras, Chennai, India, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, IIT Madras, Chennai, India, --- Select a Country ---","institution_ids":["https://openalex.org/I24676775"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038335735","display_name":"Barsha Mitra","orcid":"https://orcid.org/0000-0003-0688-5383"},"institutions":[{"id":"https://openalex.org/I4210101034","display_name":"Birla Institute of Technology and Science - Hyderabad Campus","ror":"https://ror.org/014ctt859","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210101034","https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Barsha Mitra","raw_affiliation_strings":["Department of CSIS, BITS Pilani, Hyderabad Campus, Hyderabad, India, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Department of CSIS, BITS Pilani, Hyderabad Campus, Hyderabad, India, --- Select a Country ---","institution_ids":["https://openalex.org/I4210101034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100856271","display_name":"Soumyadeep Dey","orcid":null},"institutions":[{"id":"https://openalex.org/I4210162141","display_name":"Microsoft (India)","ror":"https://ror.org/04ww0w091","country_code":"IN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210162141"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Soumyadeep Dey","raw_affiliation_strings":["Microsoft India Development Center, India, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Microsoft India Development Center, India, --- Select a Country ---","institution_ids":["https://openalex.org/I4210162141"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103396578","display_name":"Pratik Patel","orcid":"https://orcid.org/0009-0006-2942-8264"},"institutions":[{"id":"https://openalex.org/I4210101034","display_name":"Birla Institute of Technology and Science - Hyderabad Campus","ror":"https://ror.org/014ctt859","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210101034","https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pratik Patel","raw_affiliation_strings":["Department of CSIS, BITS Pilani, Hyderabad Campus, Hyderabad, India, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Department of CSIS, BITS Pilani, Hyderabad Campus, Hyderabad, India, --- Select a Country ---","institution_ids":["https://openalex.org/I4210101034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112874399","display_name":"Sourabh Suman","orcid":null},"institutions":[{"id":"https://openalex.org/I4210101034","display_name":"Birla Institute of Technology and Science - Hyderabad Campus","ror":"https://ror.org/014ctt859","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210101034","https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sourabh Suman","raw_affiliation_strings":["Department of CSIS, BITS Pilani, Hyderabad Campus, Hyderabad, India, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Department of CSIS, BITS Pilani, Hyderabad Campus, Hyderabad, India, --- Select a Country ---","institution_ids":["https://openalex.org/I4210101034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070696207","display_name":"Saptarshi Das","orcid":"https://orcid.org/0000-0002-9574-4365"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Saptarshi Das","raw_affiliation_strings":["JIS Institute of Advanced Studies and Research, JIS University, Kolkata, India, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"JIS Institute of Advanced Studies and Research, JIS University, Kolkata, India, --- Select a Country ---","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034878799","display_name":"Jaideep Vaidya","orcid":"https://orcid.org/0000-0002-7420-6947"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jaideep Vaidya","raw_affiliation_strings":["MSIS Department, Rutgers University, New Brunswick, NJ, U.S.A., --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"MSIS Department, Rutgers University, New Brunswick, NJ, U.S.A., --- Select a Country ---","institution_ids":["https://openalex.org/I102322142"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5040945700"],"corresponding_institution_ids":["https://openalex.org/I24676775"],"apc_list":null,"apc_paid":null,"fwci":4.5481,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.94268982,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"2022","issue":null,"first_page":"147","last_page":"157"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10927","display_name":"Access Control and Trust","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10927","display_name":"Access Control and Trust","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9987999796867371,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9904000163078308,"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":0.8030872344970703},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5767629146575928},{"id":"https://openalex.org/keywords/access-control","display_name":"Access control","score":0.5392199158668518},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.495220810174942},{"id":"https://openalex.org/keywords/inclusion","display_name":"Inclusion (mineral)","score":0.44489070773124695},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3476971387863159},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.3255061209201813},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30330705642700195},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.08672633767127991}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8030872344970703},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5767629146575928},{"id":"https://openalex.org/C527821871","wikidata":"https://www.wikidata.org/wiki/Q228502","display_name":"Access control","level":2,"score":0.5392199158668518},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.495220810174942},{"id":"https://openalex.org/C109359841","wikidata":"https://www.wikidata.org/wiki/Q728944","display_name":"Inclusion (mineral)","level":2,"score":0.44489070773124695},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3476971387863159},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.3255061209201813},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30330705642700195},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.08672633767127991},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C107993555","wikidata":"https://www.wikidata.org/wiki/Q1662673","display_name":"Gender studies","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.5220/0011272400003283","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0011272400003283","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th International Conference on Security and Cryptography","raw_type":"proceedings-article"},{"id":"pmid:36561130","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36561130","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SECRYPT ... : proceedings of the International Conference on Security and Cryptography. International Conference on Security and Cryptography","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:9767747","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9767747","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SECRYPT","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.5220/0011272400003283","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0011272400003283","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th International Conference on Security and Cryptography","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.5400000214576721,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1503398984","https://openalex.org/W2007999111","https://openalex.org/W2053741629","https://openalex.org/W2056132907","https://openalex.org/W2101234009","https://openalex.org/W2111111494","https://openalex.org/W2128420091","https://openalex.org/W2166602595","https://openalex.org/W2199683189","https://openalex.org/W2276320650","https://openalex.org/W2617906815","https://openalex.org/W2619305693","https://openalex.org/W2749040653","https://openalex.org/W2771834793","https://openalex.org/W2774959022","https://openalex.org/W2817857516","https://openalex.org/W2907892634","https://openalex.org/W2911964244","https://openalex.org/W2951365233","https://openalex.org/W2962744771","https://openalex.org/W2969381679","https://openalex.org/W2991141347","https://openalex.org/W3085329122","https://openalex.org/W3093658748","https://openalex.org/W3123491145","https://openalex.org/W3154990653","https://openalex.org/W3160888688","https://openalex.org/W3172308673","https://openalex.org/W3176385236"],"related_works":["https://openalex.org/W3185553570","https://openalex.org/W2155401483","https://openalex.org/W3045247719","https://openalex.org/W2102102835","https://openalex.org/W3185163327","https://openalex.org/W4385987771","https://openalex.org/W2801429282","https://openalex.org/W1532858645","https://openalex.org/W2766638828","https://openalex.org/W2236701815"],"abstract_inverted_index":{"In":[0,70,97],"recent":[1],"years,":[2],"Attribute-Based":[3],"Access":[4],"Control":[5],"(ABAC)":[6],"has":[7],"become":[8],"quite":[9],"popular":[10],"and":[11,19,85,175],"effective":[12],"for":[13,131],"enforcing":[14],"access":[15],"control":[16],"in":[17,65,114,143],"dynamic":[18],"collaborative":[20],"environments.":[21],"Implementation":[22],"of":[23,28,31,49,62,83,138],"ABAC":[24,41,77,117],"requires":[25,79],"the":[26,52,60,75,95,136,156,160,169],"creation":[27],"a":[29,37,46,72,80,103,128,139,144],"set":[30],"attribute-based":[32],"rules":[33,64,137,151],"which":[34],"cumulatively":[35],"form":[36],"policy.":[38,69,96],"Designing":[39],"an":[40,66,132],"policy":[42,78,130,140,148],"ab":[43],"initio":[44],"demands":[45],"substantial":[47],"amount":[48,82],"effort":[50],"from":[51,159],"system":[53,112],"administrator.":[54],"Moreover,":[55],"organizational":[56],"changes":[57],"may":[58],"necessitate":[59],"inclusion":[61],"new":[63,116,129,150],"already":[67],"deployed":[68],"such":[71],"case,":[73],"re-mining":[74],"entire":[76],"considerable":[81],"time":[84],"administrative":[86],"effort.":[87],"Instead,":[88],"it":[89],"is":[90,172],"better":[91],"to":[92,110],"incrementally":[93],"augment":[94],"this":[98],"paper,":[99],"we":[100],"propose":[101],"PAMMELA,":[102],"Policy":[104],"Administration":[105],"Methodology":[106],"using":[107],"Machine":[108],"Learning":[109],"assist":[111],"administrators":[113],"creating":[115],"policies":[118],"as":[119,121],"well":[120],"augmenting":[122],"existing":[123,161],"policies.":[124],"PAMMELA":[125],"can":[126],"generate":[127],"organization":[133],"by":[134],"learning":[135],"currently":[141],"enforced":[142],"similar":[145],"organization.":[146],"For":[147],"augmentation,":[149],"are":[152],"inferred":[153],"based":[154],"on":[155],"knowledge":[157],"gathered":[158],"rules.":[162],"A":[163],"detailed":[164],"experimental":[165],"evaluation":[166],"shows":[167],"that":[168],"proposed":[170],"approach":[171],"both":[173],"efficient":[174],"effective.":[176]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}