{"id":"https://openalex.org/W2186138993","doi":null,"title":"A Novel classification approach for Firewall Log data Analysis","display_name":"A Novel classification approach for Firewall Log data Analysis","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2186138993","mag":"2186138993"},"language":"en","primary_location":{"id":"mag:2186138993","doi":null,"is_oa":false,"landing_page_url":"https://www.warse.org/pdfs/2014/paper%2083.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5039225444","display_name":"P. Sowjanya","orcid":"https://orcid.org/0000-0001-6726-3903","observed_orcids":["https://orcid.org/0000-0001-6726-3903"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"P Sowjanya","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-6726-3903","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5026391476","display_name":"Srikanth Vemuru","orcid":"https://orcid.org/0000-0002-0623-9691","observed_orcids":["https://orcid.org/0000-0002-0623-9691"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Srikanth Vemuru","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-0623-9691","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.8604000210762024,"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":0.8604000210762024,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.10459999740123749,"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/T12326","display_name":"Network Packet Processing and Optimization","score":0.030400000512599945,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/internet-traffic-classification","display_name":"internet traffic classification","score":0.8899999856948853},{"id":"https://openalex.org/keywords/network-traffic-analysis","display_name":"network traffic analysis","score":0.5640000104904175},{"id":"https://openalex.org/keywords/node-behavior","display_name":"node behavior","score":0.49300000071525574},{"id":"https://openalex.org/keywords/posterior-probability","display_name":"posterior probability","score":0.5699999928474426},{"id":"https://openalex.org/keywords/intrusion-detection","display_name":"intrusion detection","score":0.5490000247955322}],"concepts":[{"id":"https://openalex.org/C77714075","wikidata":"https://www.wikidata.org/wiki/Q5452017","display_name":"Firewall (physics)","level":5,"score":0.8071382641792297},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7028062343597412},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.686841607093811},{"id":"https://openalex.org/C2781317605","wikidata":"https://www.wikidata.org/wiki/Q7832483","display_name":"Traffic analysis","level":2,"score":0.5454902648925781},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5405901670455933},{"id":"https://openalex.org/C2780371621","wikidata":"https://www.wikidata.org/wiki/Q3709910","display_name":"Disconnection","level":2,"score":0.5380586385726929},{"id":"https://openalex.org/C63969886","wikidata":"https://www.wikidata.org/wiki/Q3536440","display_name":"Internet traffic","level":3,"score":0.45306098461151123},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4482642412185669},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1938362717628479},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.11736169457435608},{"id":"https://openalex.org/C183915046","wikidata":"https://www.wikidata.org/wiki/Q1316152","display_name":"Charged black hole","level":4,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C104062141","wikidata":"https://www.wikidata.org/wiki/Q2601295","display_name":"Extremal black hole","level":3,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2186138993","doi":null,"is_oa":false,"landing_page_url":"https://www.warse.org/pdfs/2014/paper%2083.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":1,"referenced_works":["https://openalex.org/W2096998282"],"related_works":["https://openalex.org/W7098489575","https://openalex.org/W7161157515","https://openalex.org/W4384948947","https://openalex.org/W6941474699","https://openalex.org/W3194577455","https://openalex.org/W3159552791","https://openalex.org/W4319586075","https://openalex.org/W6989367927","https://openalex.org/W4387806279","https://openalex.org/W3201769787"],"abstract_inverted_index":{"Firewall":[0],"log":[1],"data":[2],"analysis":[3,15],"always":[4],"an":[5,46],"interesting":[6],"research":[7],"issue":[8],"in":[9],"the":[10,55,58,65,70,74,79],"field":[11],"of":[12,57,64,73],"internet":[13,24,51],"traffic":[14,25,30,52],",":[16,31],"Even":[17],"though":[18],"various":[19],"approaches":[20],"available":[21],"for":[22,36,50,60],"minimizing":[23],"over":[26],"heads":[27],"during":[28],"network":[29],"may":[32],"not":[33],"be":[34],"optimal":[35],"all":[37],"possible":[38],"samples.":[39],"In":[40],"this":[41],"paper":[42],"we":[43],"are":[44],"proposing":[45],"efficient":[47],"classification":[48],"approach":[49],"by":[53,68],"analyzing":[54],"behavior":[56],"nodes":[59],"allowing":[61],"or":[62],"disconnection":[63],"incoming":[66],"node":[67],"computing":[69],"posterior":[71],"probabilities":[72],"factors":[75],"with":[76],"respect":[77],"to":[78],"node.":[80]},"counts_by_year":[],"updated_date":"2025-11-06T04:12:42.849631","created_date":"2016-06-24T00:00:00"}