{"id":"https://openalex.org/W7134952552","doi":"https://doi.org/10.1109/cogmi67134.2025.00018","title":"Restricted Hopfield Networks are Resilient to Adversarial Perturbations","display_name":"Restricted Hopfield Networks are Resilient to Adversarial Perturbations","publication_year":2025,"publication_date":"2025-11-12","ids":{"openalex":"https://openalex.org/W7134952552","doi":"https://doi.org/10.1109/cogmi67134.2025.00018"},"language":null,"primary_location":{"id":"doi:10.1109/cogmi67134.2025.00018","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cogmi67134.2025.00018","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 7th International Conference on Cognitive Machine Intelligence (CogMI)","raw_type":"proceedings-article"},"type":"article","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/A5128790414","display_name":"Ci Lin","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Ci Lin","raw_affiliation_strings":["School of Electrical Engineering and Computer Science University of Ottawa"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science University of Ottawa","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106434413","display_name":"Tet Yeap","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tet Yeap","raw_affiliation_strings":["School of Electrical Engineering and Computer Science University of Ottawa"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science University of Ottawa","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023759900","display_name":"Iluju Kiringa","orcid":"https://orcid.org/0000-0002-9119-9451"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Iluju Kiringa","raw_affiliation_strings":["School of Electrical Engineering and Computer Science University of Ottawa"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science University of Ottawa","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028784390","display_name":"Biwei Zhang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Biwei Zhang","raw_affiliation_strings":["School of Electrical Engineering and Computer Science University of Ottawa"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science University of Ottawa","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5128790414"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.7752809,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"75","last_page":"85"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.12780000269412994,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.12780000269412994,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.08470000326633453,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.06400000303983688,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.5349000096321106},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.329800009727478},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.30480000376701355},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.3019999861717224},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.2948000133037567}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5425999760627747},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.5349000096321106},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3846000134944916},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.329800009727478},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.31859999895095825},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.30480000376701355},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3019999861717224},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.29670000076293945},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.2948000133037567},{"id":"https://openalex.org/C46421273","wikidata":"https://www.wikidata.org/wiki/Q1407668","display_name":"Hopfield network","level":3,"score":0.26440000534057617},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.26260000467300415},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.2533000111579895}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cogmi67134.2025.00018","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cogmi67134.2025.00018","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 7th International Conference on Cognitive Machine Intelligence (CogMI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.8468928337097168}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1597286183","https://openalex.org/W1971873204","https://openalex.org/W1984431842","https://openalex.org/W2001570872","https://openalex.org/W2030450972","https://openalex.org/W2057069782","https://openalex.org/W2059146732","https://openalex.org/W2112246162","https://openalex.org/W2151013634","https://openalex.org/W2152869229","https://openalex.org/W2286419477","https://openalex.org/W2584321260","https://openalex.org/W2607219512","https://openalex.org/W2939716364","https://openalex.org/W2952388520","https://openalex.org/W2962061624","https://openalex.org/W2962821226","https://openalex.org/W2963542245","https://openalex.org/W2963857521","https://openalex.org/W2964082701","https://openalex.org/W2969542116","https://openalex.org/W3120349939","https://openalex.org/W3123744197","https://openalex.org/W3173236029","https://openalex.org/W3186732165","https://openalex.org/W3191453585","https://openalex.org/W3210710606","https://openalex.org/W4206331418","https://openalex.org/W4224917599","https://openalex.org/W4291414590","https://openalex.org/W4293846201","https://openalex.org/W4299837739","https://openalex.org/W4365483405","https://openalex.org/W4385481140","https://openalex.org/W4391992583","https://openalex.org/W4402093547","https://openalex.org/W4402821629","https://openalex.org/W4406895409"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-12T06:18:43.230356","created_date":"2026-03-12T00:00:00"}