{"id":"https://openalex.org/W3132051881","doi":null,"title":"The Role of Data Geometry in Adversarial Machine Learning","display_name":"The Role of Data Geometry in Adversarial Machine Learning","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3132051881","mag":"3132051881"},"language":"en","primary_location":{"id":"mag:3132051881","doi":null,"is_oa":false,"landing_page_url":"https://dataspace.princeton.edu/bitstream/88435/dsp01k3569738d/1/Bhagoji_princeton_0181D_13515.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5003032696","display_name":"Arjun Nitin Bhagoji","orcid":"https://orcid.org/0000-0002-2803-5649","observed_orcids":["https://orcid.org/0000-0002-2803-5649"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Arjun Nitin Bhagoji","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-2803-5649","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5003032696"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0837,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.39968171,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9990000128746033,"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":0.9990000128746033,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.00019999999494757503,"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":9.999999747378752e-05,"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/data-geometry","display_name":"data geometry","score":0.9079999923706055},{"id":"https://openalex.org/keywords/adversarial-machine-learning","display_name":"adversarial learning","score":0.9860000014305115},{"id":"https://openalex.org/keywords/adversarial-robustness","display_name":"adversarial robustness","score":0.777999997138977},{"id":"https://openalex.org/keywords/adversarial-perturbations","display_name":"adversarial perturbations","score":0.671999990940094}],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.5806344747543335},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5523812770843506},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5053449273109436},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.48597845435142517},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.335121750831604},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.33052417635917664}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:3132051881","doi":null,"is_oa":false,"landing_page_url":"https://dataspace.princeton.edu/bitstream/88435/dsp01k3569738d/1/Bhagoji_princeton_0181D_13515.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":134,"referenced_works":["https://openalex.org/W9657784","https://openalex.org/W134960717","https://openalex.org/W1165382972","https://openalex.org/W1560724230","https://openalex.org/W1577467851","https://openalex.org/W1678450113","https://openalex.org/W1686810756","https://openalex.org/W1849277567","https://openalex.org/W1883420340","https://openalex.org/W1968998685","https://openalex.org/W1974511160","https://openalex.org/W2007657822","https://openalex.org/W2031342017","https://openalex.org/W2031738616","https://openalex.org/W2051267297","https://openalex.org/W2064076655","https://openalex.org/W2084544490","https://openalex.org/W2091432990","https://openalex.org/W2092074494","https://openalex.org/W2095577883","https://openalex.org/W2101234009","https://openalex.org/W2106525823","https://openalex.org/W2107189314","https://openalex.org/W2112507308","https://openalex.org/W2122672392","https://openalex.org/W2124289529","https://openalex.org/W2151773168","https://openalex.org/W2160815625","https://openalex.org/W2163605009","https://openalex.org/W2167421362","https://openalex.org/W2169393322","https://openalex.org/W2174868984","https://openalex.org/W2180612164","https://openalex.org/W2185589055","https://openalex.org/W2194775991","https://openalex.org/W2195388612","https://openalex.org/W2243397390","https://openalex.org/W2274565976","https://openalex.org/W2293844262","https://openalex.org/W2384495648","https://openalex.org/W2408141691","https://openalex.org/W2473418344","https://openalex.org/W2508156266","https://openalex.org/W2516574342","https://openalex.org/W2535690855","https://openalex.org/W2535873859","https://openalex.org/W2541884796","https://openalex.org/W2543927648","https://openalex.org/W2570685808","https://openalex.org/W2572504188","https://openalex.org/W2573650634","https://openalex.org/W2574978968","https://openalex.org/W2586751528","https://openalex.org/W2593871270","https://openalex.org/W2594633041","https://openalex.org/W2594717275","https://openalex.org/W2597603852","https://openalex.org/W2604505099","https://openalex.org/W2607219512","https://openalex.org/W2608948251","https://openalex.org/W2610321374","https://openalex.org/W2614254310","https://openalex.org/W2616841723","https://openalex.org/W2618043096","https://openalex.org/W2618235498","https://openalex.org/W2620038827","https://openalex.org/W2626166918","https://openalex.org/W2741933435","https://openalex.org/W2746600820","https://openalex.org/W2747237166","https://openalex.org/W2749572357","https://openalex.org/W2750384547","https://openalex.org/W2752689052","https://openalex.org/W2753783305","https://openalex.org/W2766447205","https://openalex.org/W2766462876","https://openalex.org/W2767075075","https://openalex.org/W2769999273","https://openalex.org/W2773022113","https://openalex.org/W2773381986","https://openalex.org/W2783113218","https://openalex.org/W2783882201","https://openalex.org/W2784500886","https://openalex.org/W2786163515","https://openalex.org/W2786977288","https://openalex.org/W2787708942","https://openalex.org/W2788816110","https://openalex.org/W2789911054","https://openalex.org/W2798801120","https://openalex.org/W2799032899","https://openalex.org/W2803697594","https://openalex.org/W2803732607","https://openalex.org/W2867167548","https://openalex.org/W2883285025","https://openalex.org/W2887439430","https://openalex.org/W2890883923","https://openalex.org/W2890884881","https://openalex.org/W2891612330","https://openalex.org/W2892179671","https://openalex.org/W2895097814","https://openalex.org/W2897355816","https://openalex.org/W2898193427","https://openalex.org/W2901114541","https://openalex.org/W2904981516","https://openalex.org/W2911634294","https://openalex.org/W2913266441","https://openalex.org/W2915022044","https://openalex.org/W2919115771","https://openalex.org/W2942091739","https://openalex.org/W2945007002","https://openalex.org/W2952230511","https://openalex.org/W2962763344","https://openalex.org/W2962902183","https://openalex.org/W2963047332","https://openalex.org/W2963207607","https://openalex.org/W2963268689","https://openalex.org/W2963344237","https://openalex.org/W2963353335","https://openalex.org/W2963422767","https://openalex.org/W2963557656","https://openalex.org/W2963564844","https://openalex.org/W2963612069","https://openalex.org/W2963693742","https://openalex.org/W2964137095","https://openalex.org/W2964153729","https://openalex.org/W2964253222","https://openalex.org/W2964318098","https://openalex.org/W2970115835","https://openalex.org/W2970864518","https://openalex.org/W2983041926","https://openalex.org/W2990945337","https://openalex.org/W3029645440","https://openalex.org/W3118608800","https://openalex.org/W4236362309"],"related_works":["https://openalex.org/W6941489678","https://openalex.org/W2900796375","https://openalex.org/W2808853487","https://openalex.org/W4401776172","https://openalex.org/W2963355587","https://openalex.org/W7140276011","https://openalex.org/W3160626499","https://openalex.org/W4285180285","https://openalex.org/W2945047021","https://openalex.org/W6941367748"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2021-03-01T00:00:00"}