{"id":"https://openalex.org/W1968684660","doi":"https://doi.org/10.4018/jaci.2011040105","title":"Development and Evaluation of a Dataset Generator Tool for Generating Synthetic Log Files Containing Computer Attack Signatures","display_name":"Development and Evaluation of a Dataset Generator Tool for Generating Synthetic Log Files Containing Computer Attack Signatures","publication_year":2011,"publication_date":"2011-04-01","ids":{"openalex":"https://openalex.org/W1968684660","doi":"https://doi.org/10.4018/jaci.2011040105","mag":"1968684660"},"language":"en","primary_location":{"id":"doi:10.4018/jaci.2011040105","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jaci.2011040105","pdf_url":null,"source":{"id":"https://openalex.org/S51041755","display_name":"International Journal of Ambient Computing and Intelligence","issn_l":"1941-6237","issn":["1941-6237","1941-6245"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Ambient Computing and Intelligence","raw_type":"journal-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/A5008786026","display_name":"Stephen O\u2019Shaughnessy","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stephen O\u2019Shaughnessy","raw_affiliation_strings":["Institute of Technology Blanchardstown, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Technology Blanchardstown, Ireland","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071615974","display_name":"Geraldine Gray","orcid":"https://orcid.org/0000-0002-9694-2558"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Geraldine Gray","raw_affiliation_strings":["Institute of Technology Blanchardstown, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Technology Blanchardstown, Ireland","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7314,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.71739332,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"3","issue":"2","first_page":"64","last_page":"76"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12034","display_name":"Digital and Cyber Forensics","score":0.9991999864578247,"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":0.9986000061035156,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8950856328010559},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.6394273638725281},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6153165698051453},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5701133012771606},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.5252544283866882},{"id":"https://openalex.org/keywords/intrusion","display_name":"Intrusion","score":0.4129025340080261},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.17683103680610657}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8950856328010559},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.6394273638725281},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6153165698051453},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5701133012771606},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.5252544283866882},{"id":"https://openalex.org/C158251709","wikidata":"https://www.wikidata.org/wiki/Q354025","display_name":"Intrusion","level":2,"score":0.4129025340080261},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.17683103680610657},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C17409809","wikidata":"https://www.wikidata.org/wiki/Q161764","display_name":"Geochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/jaci.2011040105","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jaci.2011040105","pdf_url":null,"source":{"id":"https://openalex.org/S51041755","display_name":"International Journal of Ambient Computing and Intelligence","issn_l":"1941-6237","issn":["1941-6237","1941-6245"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Ambient Computing and Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jaci00:v:3:y:2011:i:2:p:64-76","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/jaci.2011040105","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7099999785423279,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W112022908","https://openalex.org/W1488315845","https://openalex.org/W1583975142","https://openalex.org/W2056863700","https://openalex.org/W2114381584","https://openalex.org/W2147103805","https://openalex.org/W6604555215"],"related_works":["https://openalex.org/W2906422846","https://openalex.org/W2357468538","https://openalex.org/W1577110157","https://openalex.org/W2355007334","https://openalex.org/W2390009783","https://openalex.org/W2364419519","https://openalex.org/W2133389611","https://openalex.org/W2017948608","https://openalex.org/W2360767377","https://openalex.org/W2360951146"],"abstract_inverted_index":{"A":[0],"key":[1],"requirement":[2],"for":[3,40,67],"experimental":[4],"analysis":[5],"in":[6,33,49],"the":[7,16,22,46,68,88],"areas":[8],"of":[9,18,36,59,70,83,93,107],"network":[10],"intrusion":[11],"and":[12,25,42,91],"computer":[13,60,109],"forensics":[14],"is":[15,64],"availability":[17],"suitable":[19],"datasets.":[20],"However,":[21],"inherent":[23],"security":[24],"privacy":[26],"issues":[27],"surrounding":[28],"these":[29,50,79],"disciplines":[30],"have":[31],"resulted":[32],"a":[34,94],"lack":[35],"available":[37],"\u201ctest-bed\u201d":[38],"datasets":[39,47],"testing":[41],"evaluation":[43,92],"purposes.":[44],"Typically,":[45],"required":[48],"cases":[51],"are":[52],"from":[53],"system":[54],"log":[55,73],"files,":[56],"containing":[57,105],"traces":[58,80],"misuse.":[61,84],"Therefore,":[62],"there":[63],"obvious":[65],"potential":[66],"use":[69],"synthetically":[71],"generated":[72],"files":[74],"that":[75],"can":[76],"accurately":[77],"reproduce":[78],"or":[81],"patterns":[82,106],"This":[85],"paper":[86],"discusses":[87],"development,":[89],"testing,":[90],"dataset":[95],"generator":[96],"tool,":[97],"designed":[98],"to":[99],"produce":[100],"such":[101],"datasets,":[102],"particularly":[103],"those":[104],"common":[108],"attacks.":[110]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}