{"id":"https://openalex.org/W4413311726","doi":"https://doi.org/10.1145/3750022.3750460","title":"DNScope: Detecting DNS Misconfigurations through Graph Neural Static Reasoning","display_name":"DNScope: Detecting DNS Misconfigurations through Graph Neural Static Reasoning","publication_year":2025,"publication_date":"2025-08-19","ids":{"openalex":"https://openalex.org/W4413311726","doi":"https://doi.org/10.1145/3750022.3750460"},"language":"en","primary_location":{"id":"doi:10.1145/3750022.3750460","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3750022.3750460","pdf_url":null,"source":null,"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd Workshop on Formal Methods Aided Network Operation","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3750022.3750460","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059075006","display_name":"Kaiqiang Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I23632641","display_name":"Shanghai University of Electric Power","ror":"https://ror.org/02w4tny03","country_code":"CN","type":"education","lineage":["https://openalex.org/I23632641"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kaiqiang Hu","raw_affiliation_strings":["Shanghai University of Electric Power"],"raw_orcid":"https://orcid.org/0009-0006-6354-8067","affiliations":[{"raw_affiliation_string":"Shanghai University of Electric Power","institution_ids":["https://openalex.org/I23632641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028781275","display_name":"Haizhou Du","orcid":"https://orcid.org/0000-0002-1875-5159"},"institutions":[{"id":"https://openalex.org/I23632641","display_name":"Shanghai University of Electric Power","ror":"https://ror.org/02w4tny03","country_code":"CN","type":"education","lineage":["https://openalex.org/I23632641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haizhou Du","raw_affiliation_strings":["Shanghai University of Electric Power"],"raw_orcid":"https://orcid.org/0000-0002-1875-5159","affiliations":[{"raw_affiliation_string":"Shanghai University of Electric Power","institution_ids":["https://openalex.org/I23632641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006802336","display_name":"Ziyi Wang","orcid":"https://orcid.org/0009-0001-3237-1354"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziyi Wang","raw_affiliation_strings":["Xiamen University"],"raw_orcid":"https://orcid.org/0009-0001-3237-1354","affiliations":[{"raw_affiliation_string":"Xiamen University","institution_ids":["https://openalex.org/I191208505"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5059075006"],"corresponding_institution_ids":["https://openalex.org/I23632641"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22531319,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"25","last_page":"30"},"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/T12127","display_name":"Software System Performance and Reliability","score":0.9993000030517578,"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/T12326","display_name":"Network Packet Processing and Optimization","score":0.998199999332428,"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/computer-science","display_name":"Computer science","score":0.8174796104431152},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4210279881954193},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.21923518180847168}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8174796104431152},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4210279881954193},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.21923518180847168}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3750022.3750460","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3750022.3750460","pdf_url":null,"source":null,"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd Workshop on Formal Methods Aided Network Operation","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3750022.3750460","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3750022.3750460","pdf_url":null,"source":null,"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd Workshop on Formal Methods Aided Network Operation","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1479710165","https://openalex.org/W1828150029","https://openalex.org/W2734941459","https://openalex.org/W3034122135","https://openalex.org/W3046558375","https://openalex.org/W3099837301","https://openalex.org/W3151900735","https://openalex.org/W3160077017","https://openalex.org/W3169450514","https://openalex.org/W3208881055","https://openalex.org/W4205883304","https://openalex.org/W4213362721","https://openalex.org/W4328028653","https://openalex.org/W4386385015","https://openalex.org/W4388483447","https://openalex.org/W4391423880","https://openalex.org/W4400236978"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"The":[0],"Domain":[1],"Name":[2],"System":[3],"(DNS)":[4],"underpins":[5],"Internet":[6],"reliability":[7,96],"but":[8],"remains":[9],"vulnerable":[10],"to":[11],"subtle,":[12],"multi-zone":[13],"misconfigurations":[14],"that":[15,28,57],"can":[16],"trigger":[17],"widespread":[18],"outages.":[19],"We":[20],"present":[21],"DNScope,":[22],"a":[23,34],"purely":[24],"static":[25],"analysis":[26],"framework":[27],"encodes":[29],"DNS":[30,83,95],"zone":[31],"files":[32],"as":[33],"Trace":[35],"Configuration":[36],"Graph":[37,47],"(TCG),":[38],"capturing":[39],"cross-nameserver,":[40],"intra-zone,":[41],"and":[42,62,97],"inter-zone":[43],"dependencies.":[44],"A":[45],"Gated":[46],"Neural":[48],"Network":[49],"with":[50],"an":[51],"attention":[52],"mechanism":[53],"learns":[54],"node":[55],"representations":[56],"integrate":[58],"local":[59],"record":[60],"features":[61],"global":[63],"structural":[64],"patterns,":[65],"enabling":[66],"unsupervised":[67],"anomaly":[68],"detection":[69],"of":[70],"malformed":[71],"subgraphs":[72],"without":[73],"any":[74],"runtime":[75],"data":[76],"or":[77],"manually":[78],"defined":[79],"rules.":[80],"On":[81],"the":[82,91],"datasets,":[84],"DNScope":[85],"pinpoints":[86],"misconfiguration":[87],"root":[88],"causes,":[89],"paving":[90],"way":[92],"for":[93],"automated":[94],"self-healing.":[98]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}