{"id":"https://openalex.org/W4391304154","doi":"https://doi.org/10.1007/978-3-031-47715-7_12","title":"Adversarial Robustness of Multi-bit Convolutional Neural Networks","display_name":"Adversarial Robustness of Multi-bit Convolutional Neural Networks","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4391304154","doi":"https://doi.org/10.1007/978-3-031-47715-7_12"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-47715-7_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-47715-7_12","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"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/A5037365531","display_name":"Lukas Frickenstein","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145546","display_name":"Baxter (Germany)","ror":"https://ror.org/05jgtkc28","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210145546","https://openalex.org/I99484792"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Lukas Frickenstein","raw_affiliation_strings":["BMW Autonomous Driving, Unterschleissheim, Germany"],"affiliations":[{"raw_affiliation_string":"BMW Autonomous Driving, Unterschleissheim, Germany","institution_ids":["https://openalex.org/I4210145546"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055302731","display_name":"Shambhavi Balamuthu Sampath","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145546","display_name":"Baxter (Germany)","ror":"https://ror.org/05jgtkc28","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210145546","https://openalex.org/I99484792"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Shambhavi Balamuthu Sampath","raw_affiliation_strings":["BMW Autonomous Driving, Unterschleissheim, Germany"],"affiliations":[{"raw_affiliation_string":"BMW Autonomous Driving, Unterschleissheim, Germany","institution_ids":["https://openalex.org/I4210145546"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037291508","display_name":"Pierpaolo Mori","orcid":"https://orcid.org/0000-0002-2739-4447"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Pierpaolo Mori","raw_affiliation_strings":["Politecnico di Torino, Turin, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Torino, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037114730","display_name":"Manoj-Rohit Vemparala","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145546","display_name":"Baxter (Germany)","ror":"https://ror.org/05jgtkc28","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210145546","https://openalex.org/I99484792"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Manoj-Rohit Vemparala","raw_affiliation_strings":["BMW Autonomous Driving, Unterschleissheim, Germany"],"affiliations":[{"raw_affiliation_string":"BMW Autonomous Driving, Unterschleissheim, Germany","institution_ids":["https://openalex.org/I4210145546"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085220085","display_name":"Nael Fasfous","orcid":"https://orcid.org/0000-0002-8081-7904"},"institutions":[{"id":"https://openalex.org/I4210145546","display_name":"Baxter (Germany)","ror":"https://ror.org/05jgtkc28","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210145546","https://openalex.org/I99484792"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nael Fasfous","raw_affiliation_strings":["BMW Autonomous Driving, Unterschleissheim, Germany"],"affiliations":[{"raw_affiliation_string":"BMW Autonomous Driving, Unterschleissheim, Germany","institution_ids":["https://openalex.org/I4210145546"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047063939","display_name":"Alexander Frickenstein","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145546","display_name":"Baxter (Germany)","ror":"https://ror.org/05jgtkc28","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210145546","https://openalex.org/I99484792"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alexander Frickenstein","raw_affiliation_strings":["BMW Autonomous Driving, Unterschleissheim, Germany"],"affiliations":[{"raw_affiliation_string":"BMW Autonomous Driving, Unterschleissheim, Germany","institution_ids":["https://openalex.org/I4210145546"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034106438","display_name":"Christian Unger","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145546","display_name":"Baxter (Germany)","ror":"https://ror.org/05jgtkc28","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210145546","https://openalex.org/I99484792"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian Unger","raw_affiliation_strings":["BMW Autonomous Driving, Unterschleissheim, Germany"],"affiliations":[{"raw_affiliation_string":"BMW Autonomous Driving, Unterschleissheim, Germany","institution_ids":["https://openalex.org/I4210145546"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047224434","display_name":"Claudio Passerone","orcid":"https://orcid.org/0000-0001-5652-221X"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Claudio Passerone","raw_affiliation_strings":["Politecnico di Torino, Turin, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Torino, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005732789","display_name":"Walter Stechele","orcid":"https://orcid.org/0000-0002-7455-8483"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Walter Stechele","raw_affiliation_strings":["Technical University of Munich, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5037365531"],"corresponding_institution_ids":["https://openalex.org/I4210145546"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03018702,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"157","last_page":"174"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":1.0,"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":1.0,"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/T14117","display_name":"Integrated Circuits and Semiconductor Failure Analysis","score":0.9819999933242798,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9696999788284302,"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/robustness","display_name":"Robustness (evolution)","score":0.7665442228317261},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7099252939224243},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6610113978385925},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.5401220917701721},{"id":"https://openalex.org/keywords/bit","display_name":"Bit (key)","score":0.5110512971878052},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42387789487838745},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3447195887565613},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.05170556902885437}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7665442228317261},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7099252939224243},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6610113978385925},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.5401220917701721},{"id":"https://openalex.org/C117011727","wikidata":"https://www.wikidata.org/wiki/Q1278488","display_name":"Bit (key)","level":2,"score":0.5110512971878052},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42387789487838745},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3447195887565613},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.05170556902885437},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-47715-7_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-47715-7_12","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W569478347","https://openalex.org/W2117539524","https://openalex.org/W2194775991","https://openalex.org/W2300242332","https://openalex.org/W2604700561","https://openalex.org/W2719597717","https://openalex.org/W2886851211","https://openalex.org/W2887447938","https://openalex.org/W2936864631","https://openalex.org/W2962700793","https://openalex.org/W2963122961","https://openalex.org/W2963140066","https://openalex.org/W2997560666","https://openalex.org/W3035467354","https://openalex.org/W3090169770","https://openalex.org/W3099502074","https://openalex.org/W3133708208","https://openalex.org/W3174657965","https://openalex.org/W3198093132","https://openalex.org/W6631448583"],"related_works":["https://openalex.org/W2502115930","https://openalex.org/W4246396837","https://openalex.org/W2482350142","https://openalex.org/W3176240006","https://openalex.org/W3126451824","https://openalex.org/W1561927205","https://openalex.org/W3191453585","https://openalex.org/W4297672492","https://openalex.org/W4288019534","https://openalex.org/W4310988119"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-01-24T23:23:39.755997","created_date":"2025-10-10T00:00:00"}
