{"id":"https://openalex.org/W3176829984","doi":"https://doi.org/10.1007/978-3-030-79157-5_18","title":"A Lipschitz - Shapley Explainable Defense Methodology Against Adversarial Attacks","display_name":"A Lipschitz - Shapley Explainable Defense Methodology Against Adversarial Attacks","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3176829984","doi":"https://doi.org/10.1007/978-3-030-79157-5_18","mag":"3176829984"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-79157-5_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-79157-5_18","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"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":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/hal-03788997","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064140827","display_name":"Konstantinos Demertzis","orcid":"https://orcid.org/0000-0003-1330-5228"},"institutions":[{"id":"https://openalex.org/I183898223","display_name":"International Hellenic University","ror":"https://ror.org/00708jp83","country_code":"GR","type":"education","lineage":["https://openalex.org/I183898223"]},{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Konstantinos Demertzis","raw_affiliation_strings":["Department of Physics, International Hellenic University, St. Loukas, 65404, Kavala, Greece","School of Civil Engineering, Democritus University of Thrace, Kimmeria, Xanthi, Greece","IHU - International Hellenic University (14th km Thessaloniki - N. Moudania National Road, 57001 Thermi - Greece)","DUTH - Democritus University of Thrace (V. Sofias 12, Prokat, Building A1 67100 Xanthi Greece - Greece)"],"affiliations":[{"raw_affiliation_string":"Department of Physics, International Hellenic University, St. Loukas, 65404, Kavala, Greece","institution_ids":["https://openalex.org/I183898223"]},{"raw_affiliation_string":"School of Civil Engineering, Democritus University of Thrace, Kimmeria, Xanthi, Greece","institution_ids":["https://openalex.org/I147962203"]},{"raw_affiliation_string":"IHU - International Hellenic University (14th km Thessaloniki - N. Moudania National Road, 57001 Thermi - Greece)","institution_ids":["https://openalex.org/I183898223"]},{"raw_affiliation_string":"DUTH - Democritus University of Thrace (V. Sofias 12, Prokat, Building A1 67100 Xanthi Greece - Greece)","institution_ids":["https://openalex.org/I147962203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013635993","display_name":"Lazaros Iliadis","orcid":"https://orcid.org/0000-0002-6404-1528"},"institutions":[{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Lazaros Iliadis","raw_affiliation_strings":["School of Civil Engineering, Democritus University of Thrace, Kimmeria, Xanthi, Greece","DUTH - Democritus University of Thrace (V. Sofias 12, Prokat, Building A1 67100 Xanthi Greece - Greece)"],"affiliations":[{"raw_affiliation_string":"School of Civil Engineering, Democritus University of Thrace, Kimmeria, Xanthi, Greece","institution_ids":["https://openalex.org/I147962203"]},{"raw_affiliation_string":"DUTH - Democritus University of Thrace (V. Sofias 12, Prokat, Building A1 67100 Xanthi Greece - Greece)","institution_ids":["https://openalex.org/I147962203"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110923072","display_name":"Panagiotis Kikiras","orcid":null},"institutions":[{"id":"https://openalex.org/I145722265","display_name":"University of Thessaly","ror":"https://ror.org/04v4g9h31","country_code":"GR","type":"education","lineage":["https://openalex.org/I145722265"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Panagiotis Kikiras","raw_affiliation_strings":["Department of Computer Science, University of Thessaly, 35100, Lamia, PC, Greece","UTH - University of Thessaly [Volos] (Argonafton & Filellinon, 38221 Volos - Greece)"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Thessaly, 35100, Lamia, PC, Greece","institution_ids":["https://openalex.org/I145722265"]},{"raw_affiliation_string":"UTH - University of Thessaly [Volos] (Argonafton & Filellinon, 38221 Volos - Greece)","institution_ids":["https://openalex.org/I145722265"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5064140827"],"corresponding_institution_ids":["https://openalex.org/I147962203","https://openalex.org/I183898223"],"apc_list":null,"apc_paid":null,"fwci":2.8689,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.92292663,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"211","last_page":"227"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9998000264167786,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9950000047683716,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9902999997138977,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.8298585414886475},{"id":"https://openalex.org/keywords/lipschitz-continuity","display_name":"Lipschitz continuity","score":0.7966119050979614},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7081272006034851},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.6986469626426697},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6438190937042236},{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.5915785431861877},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5787000060081482},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5619504451751709},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5384303331375122},{"id":"https://openalex.org/keywords/shapley-value","display_name":"Shapley value","score":0.4199308753013611},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14748355746269226},{"id":"https://openalex.org/keywords/game-theory","display_name":"Game theory","score":0.12727949023246765},{"id":"https://openalex.org/keywords/mathematical-economics","display_name":"Mathematical economics","score":0.08014211058616638}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.8298585414886475},{"id":"https://openalex.org/C22324862","wikidata":"https://www.wikidata.org/wiki/Q652707","display_name":"Lipschitz continuity","level":2,"score":0.7966119050979614},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7081272006034851},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.6986469626426697},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6438190937042236},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.5915785431861877},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5787000060081482},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5619504451751709},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5384303331375122},{"id":"https://openalex.org/C199022921","wikidata":"https://www.wikidata.org/wiki/Q240046","display_name":"Shapley value","level":3,"score":0.4199308753013611},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14748355746269226},{"id":"https://openalex.org/C177142836","wikidata":"https://www.wikidata.org/wiki/Q44455","display_name":"Game theory","level":2,"score":0.12727949023246765},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.08014211058616638},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-030-79157-5_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-79157-5_18","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"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":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-03788997v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-03788997","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"17th IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI), Jun 2021, Hersonissos, Crete, Greece. pp.211-227, ⟨10.1007/978-3-030-79157-5_18⟩","raw_type":"Conference papers"},{"id":"pmh:oai:ir.lib.uth.gr:11615/73199","is_oa":false,"landing_page_url":"http://hdl.handle.net/11615/73199","pdf_url":null,"source":{"id":"https://openalex.org/S4306400243","display_name":"University of Thessaly Institutional Repository (University of Thessaly)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I145722265","host_organization_name":"University of Thessaly","host_organization_lineage":["https://openalex.org/I145722265"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IFIP Advances in Information and Communication Technology","raw_type":"conferenceItem"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-03788997v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-03788997","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"17th IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI), Jun 2021, Hersonissos, Crete, Greece. pp.211-227, ⟨10.1007/978-3-030-79157-5_18⟩","raw_type":"Conference papers"},"sustainable_development_goals":[{"score":0.75,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1974314988","https://openalex.org/W1975978837","https://openalex.org/W2026624603","https://openalex.org/W2031946693","https://openalex.org/W2037191757","https://openalex.org/W2059585936","https://openalex.org/W2095577883","https://openalex.org/W2117439358","https://openalex.org/W2126951286","https://openalex.org/W2153632858","https://openalex.org/W2593703051","https://openalex.org/W2798371872","https://openalex.org/W2801225204","https://openalex.org/W2892698814","https://openalex.org/W2902437702","https://openalex.org/W2909729792","https://openalex.org/W2911641266","https://openalex.org/W2945645805","https://openalex.org/W2970255644","https://openalex.org/W2972212613","https://openalex.org/W2983753125","https://openalex.org/W3001697626","https://openalex.org/W3008276149","https://openalex.org/W3015505905","https://openalex.org/W3042321348","https://openalex.org/W3115696055","https://openalex.org/W3138251303","https://openalex.org/W4247388620"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W4390569940","https://openalex.org/W2888392564","https://openalex.org/W4361193272","https://openalex.org/W4310278675","https://openalex.org/W4388422664","https://openalex.org/W2806259446","https://openalex.org/W2963326959","https://openalex.org/W4247136043","https://openalex.org/W4308361263"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}