{"id":"https://openalex.org/W7170142178","doi":"https://doi.org/10.1007/978-3-032-32526-6_23","title":"The Rocq-NN-Roll Prover: Soundly Verifying Hyperproperties of Neural Networks in Rocq","display_name":"The Rocq-NN-Roll Prover: Soundly Verifying Hyperproperties of Neural Networks in Rocq","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7170142178","doi":"https://doi.org/10.1007/978-3-032-32526-6_23"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-32526-6_23","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-032-32526-6_23","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-032-32526-6_23.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-032-32526-6_23.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014622810","display_name":"A. F. Aleksandrov","orcid":"https://orcid.org/0000-0002-4717-4206"},"institutions":[{"id":"https://openalex.org/I2800804238","display_name":"Fraunhofer Institute for Open Communication Systems","ror":"https://ror.org/00px80p03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2800804238","https://openalex.org/I4923324"]},{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andrei Aleksandrov","raw_affiliation_strings":["Fraunhofer Institute for Open Communication Systems, Berlin, Germany","Technische Universit\u00e4t Berlin, Berlin, Germany"],"raw_orcid":"https://orcid.org/0000-0002-4717-4206","affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Open Communication Systems, Berlin, Germany","institution_ids":["https://openalex.org/I2800804238"]},{"raw_affiliation_string":"Technische Universit\u00e4t Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134655736","display_name":"Malte Jackisch","orcid":null},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Malte Jackisch","raw_affiliation_strings":["Technische Universit\u00e4t Berlin, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066537166","display_name":"Kim V\u00f6llinger","orcid":"https://orcid.org/0000-0002-8988-0053"},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Kim V\u00f6llinger","raw_affiliation_strings":["Technische Universit\u00e4t Berlin, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5066537166"],"corresponding_institution_ids":["https://openalex.org/I4577782"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":{"value":5000,"currency":"EUR","value_usd":5392},"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"480","last_page":"503"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":null,"topics":[],"keywords":[{"id":"https://openalex.org/keywords/soundness","display_name":"Soundness","score":0.8938000202178955},{"id":"https://openalex.org/keywords/gas-meter-prover","display_name":"Gas meter prover","score":0.7915999889373779},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7146000266075134},{"id":"https://openalex.org/keywords/automated-theorem-proving","display_name":"Automated theorem proving","score":0.6448000073432922},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.47769999504089355},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4410000145435333}],"concepts":[{"id":"https://openalex.org/C39920170","wikidata":"https://www.wikidata.org/wiki/Q693083","display_name":"Soundness","level":2,"score":0.8938000202178955},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8532999753952026},{"id":"https://openalex.org/C159718280","wikidata":"https://www.wikidata.org/wiki/Q5526353","display_name":"Gas meter prover","level":3,"score":0.7915999889373779},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7146000266075134},{"id":"https://openalex.org/C206880738","wikidata":"https://www.wikidata.org/wiki/Q431667","display_name":"Automated theorem proving","level":2,"score":0.6448000073432922},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.47769999504089355},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.45179998874664307},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4410000145435333},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4375999867916107},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3813000023365021},{"id":"https://openalex.org/C111498074","wikidata":"https://www.wikidata.org/wiki/Q173326","display_name":"Formal verification","level":2,"score":0.3797999918460846},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3328000009059906},{"id":"https://openalex.org/C17231256","wikidata":"https://www.wikidata.org/wiki/Q5156540","display_name":"Completeness (order theory)","level":2,"score":0.29339998960494995},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.2858000099658966},{"id":"https://openalex.org/C86582703","wikidata":"https://www.wikidata.org/wiki/Q7617824","display_name":"Stochastic neural network","level":4,"score":0.26980000734329224},{"id":"https://openalex.org/C108710211","wikidata":"https://www.wikidata.org/wiki/Q11538","display_name":"Mathematical proof","level":2,"score":0.2581999897956848},{"id":"https://openalex.org/C203265346","wikidata":"https://www.wikidata.org/wiki/Q11387554","display_name":"Proof assistant","level":3,"score":0.25360000133514404}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-32526-6_23","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-032-32526-6_23","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-032-32526-6_23.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.1007/978-3-032-32526-6_23","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-032-32526-6_23","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-032-32526-6_23.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7170142178.pdf","grobid_xml":"https://content.openalex.org/works/W7170142178.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W96371353","https://openalex.org/W1975906542","https://openalex.org/W2118226308","https://openalex.org/W2130920933","https://openalex.org/W2727213671","https://openalex.org/W2903710663","https://openalex.org/W3012896203","https://openalex.org/W3021275432","https://openalex.org/W3210373155","https://openalex.org/W4205995027","https://openalex.org/W4206151407","https://openalex.org/W4243284147","https://openalex.org/W4312239955","https://openalex.org/W4323026396","https://openalex.org/W4379177005","https://openalex.org/W4386224163","https://openalex.org/W4387868703","https://openalex.org/W4387868746","https://openalex.org/W4389884657","https://openalex.org/W4392718051","https://openalex.org/W4399794185","https://openalex.org/W4409970566","https://openalex.org/W4410985943","https://openalex.org/W4412374013","https://openalex.org/W4412514913","https://openalex.org/W6930836214","https://openalex.org/W7110019428","https://openalex.org/W7131881568","https://openalex.org/W7135076794"],"related_works":[],"abstract_inverted_index":{"Abstract":[0],"Research":[1],"on":[2],"neural":[3,18,42,84],"network":[4,47],"verification":[5,60],"has":[6],"traditionally":[7],"emphasized":[8],"scalability.":[9],"However,":[10],"recent":[11],"invalidations":[12],"of":[13,17],"formally":[14,36],"verified":[15,37],"results":[16],"networks":[19,85],"highlight":[20],"soundness":[21],"as":[22],"an":[23],"equally":[24],"important":[25],"goal.":[26],"Pursuing":[27],"inherent":[28],"soundness,":[29],"we":[30],"present":[31],"Rocq-NN-Roll":[32,44],",":[33],"the":[34,59,67,74,78],"first":[35,79],"prover":[38,75],"for":[39,83],"rational-valued":[40],"piecewise-affine":[41,55],"networks.":[43],"combines":[45],"a":[46,54],"and":[48,57],"its":[49],"specification,":[50],"including":[51],"hyperproperties,":[52],"into":[53],"function":[56],"reduces":[58],"task":[61],"to":[62],"solving":[63],"linear":[64],"inequalities":[65],"over":[66],"network\u2019s":[68],"polyhedral":[69],"regions.":[70],"Developed":[71],"in":[72,96],"Rocq,":[73],"also":[76],"provides":[77],"automated":[80],"proof":[81],"support":[82],"within":[86],"any":[87],"interactive":[88],"theorem":[89],"prover,":[90],"highlighting":[91],"their":[92],"still":[93],"underexplored":[94],"role":[95],"this":[97],"field.":[98]},"counts_by_year":[],"updated_date":"2026-07-25T05:54:39.514286","created_date":"2026-07-24T00:00:00"}