{"id":"https://openalex.org/W1511203811","doi":"https://doi.org/10.1007/978-3-642-19228-9_6","title":"Practical Experiences with Purenet, a Self-Learning Malware Prevention System","display_name":"Practical Experiences with Purenet, a Self-Learning Malware Prevention System","publication_year":2011,"publication_date":"2011-01-01","ids":{"openalex":"https://openalex.org/W1511203811","doi":"https://doi.org/10.1007/978-3-642-19228-9_6","mag":"1511203811"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-19228-9_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-19228-9_6","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://inria.hal.science/hal-01581334","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018717190","display_name":"Alapan Arnab","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Alapan Arnab","raw_affiliation_strings":["T-Systems South Africa, International Business Gateway, New Road, Midrand, 1685, South Africa"],"affiliations":[{"raw_affiliation_string":"T-Systems South Africa, International Business Gateway, New Road, Midrand, 1685, South Africa","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025808369","display_name":"Tob\u00edas Mart\u00edn","orcid":"https://orcid.org/0000-0002-7810-2707"},"institutions":[{"id":"https://openalex.org/I4210093367","display_name":"Deutsche Telekom (Germany)","ror":"https://ror.org/00m8prc86","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210093367"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tobias Martin","raw_affiliation_strings":["Deutsche Telekom Laboratories, Deutsche Telekom Allee 7, 64295, Darmstadt, Germany"],"affiliations":[{"raw_affiliation_string":"Deutsche Telekom Laboratories, Deutsche Telekom Allee 7, 64295, Darmstadt, Germany","institution_ids":["https://openalex.org/I4210093367"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078151248","display_name":"Andrew Hutchison","orcid":"https://orcid.org/0000-0002-9707-3286"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Andrew Hutchison","raw_affiliation_strings":["T-Systems South Africa, International Business Gateway, New Road, Midrand, 1685, South Africa"],"affiliations":[{"raw_affiliation_string":"T-Systems South Africa, International Business Gateway, New Road, Midrand, 1685, South Africa","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5018717190"],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":{"value":5000,"currency":"EUR","value_usd":5392},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18158568,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"56","last_page":"69"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":1.0,"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":1.0,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998999834060669,"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/T10917","display_name":"Smart Grid Security and Resilience","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8496798276901245},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.640257716178894},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.6370620727539062},{"id":"https://openalex.org/keywords/enabling","display_name":"Enabling","score":0.5270048975944519},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5133732557296753},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.500114917755127},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.4616161286830902},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3779720067977905},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2246088981628418},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2196340262889862}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8496798276901245},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.640257716178894},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.6370620727539062},{"id":"https://openalex.org/C22607594","wikidata":"https://www.wikidata.org/wiki/Q5375150","display_name":"Enabling","level":2,"score":0.5270048975944519},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5133732557296753},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.500114917755127},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.4616161286830902},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3779720067977905},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2246088981628418},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2196340262889862},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-642-19228-9_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-19228-9_6","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-01581334v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01581334","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"1st Open Research Problems in Network Security (iNetSec), Mar 2010, Sofia, Bulgaria. pp.56-69, &#x27E8;10.1007/978-3-642-19228-9_6&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01581334v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01581334","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"1st Open Research Problems in Network Security (iNetSec), Mar 2010, Sofia, Bulgaria. pp.56-69, &#x27E8;10.1007/978-3-642-19228-9_6&#x27E9;","raw_type":"Conference papers"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.4300000071525574,"id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1575078351","https://openalex.org/W1760401052","https://openalex.org/W2006071261","https://openalex.org/W2115470695","https://openalex.org/W2164463255","https://openalex.org/W2172058372","https://openalex.org/W2489402872"],"related_works":["https://openalex.org/W1974860256","https://openalex.org/W4321381871","https://openalex.org/W4383065492","https://openalex.org/W2097492617","https://openalex.org/W96612179","https://openalex.org/W2770234245","https://openalex.org/W2566006169","https://openalex.org/W2753240997","https://openalex.org/W2987774938","https://openalex.org/W1764168690"],"abstract_inverted_index":{"This":[0],"paper":[1],"introduces":[2],"Purenet,":[3],"which":[4,70],"is":[5,51],"a":[6],"self-learning":[7],"malware":[8],"detection":[9,38],"system":[10,41,46],"aimed":[11],"at":[12],"avoiding":[13],"zero-day":[14],"attacks":[15,24],"and":[16,29,53,56,95],"other":[17],"delays":[18],"in":[19,47],"patching":[20],"application":[21],"systems":[22],"when":[23],"are":[25,33,58],"identified.":[26],"The":[27],"concept":[28],"architecture":[30],"of":[31,44,75],"Purenet":[32],"described,":[34],"specifically":[35],"positioning":[36],"anomaly":[37],"as":[39],"the":[40,45,65,73],"enabler.":[42],"Deployment":[43],"an":[48],"operational":[49],"environment":[50],"discussed,":[52],"associated":[54],"recommendations":[55],"findings":[57],"presented":[59],"based":[60],"on":[61],"this.":[62],"Findings":[63],"from":[64],"prototype":[66],"include":[67],"various":[68],"considerations":[69],"should":[71],"influence":[72],"design":[74],"such":[76],"security":[77],"software":[78],"including":[79],"latency":[80],"considerations,":[81],"multi":[82],"protocol":[83],"support,":[84],"cloud":[85],"anti-malware":[86],"integration,":[87],"resource":[88],"requirement":[89],"issues,":[90],"reporting,":[91],"base":[92],"platform":[93],"hardening":[94],"SIEM":[96],"integration.":[97]},"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
