{"id":438196,"date":"2024-10-20T08:02:46","date_gmt":"2024-10-20T08:02:46","guid":{"rendered":"https:\/\/pdfstandards.shop\/product\/uncategorized\/ieee-3129-2023-2\/"},"modified":"2024-10-26T15:06:44","modified_gmt":"2024-10-26T15:06:44","slug":"ieee-3129-2023-2","status":"publish","type":"product","link":"https:\/\/pdfstandards.shop\/product\/publishers\/ieee\/ieee-3129-2023-2\/","title":{"rendered":"IEEE 3129-2023"},"content":{"rendered":"

New IEEE Standard – Active. Test specifications with a set of indicators for common corruption and adversarial attacks, which can be used to evaluate the robustness of artificial intelligence-based image recognition services are provided in this standard. Robustness attack threats and establishes an assessment framework to evaluate the robustness of artificial intelligence-based image recognition service under various settings are also specified in this standard.<\/p>\n

PDF Catalog<\/h4>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
PDF Pages<\/th>\nPDF Title<\/th>\n<\/tr>\n
1<\/td>\nIEEE Std 3129\u2122-2023 Front cover <\/td>\n<\/tr>\n
2<\/td>\nTitle page <\/td>\n<\/tr>\n
4<\/td>\nImportant Notices and Disclaimers Concerning IEEE Standards Documents <\/td>\n<\/tr>\n
8<\/td>\nParticipants <\/td>\n<\/tr>\n
10<\/td>\nIntroduction <\/td>\n<\/tr>\n
11<\/td>\nContents <\/td>\n<\/tr>\n
12<\/td>\n1.\u2002Overview
1.1\u2002Scope
1.2\u2002Purpose
1.3\u2002Word usage <\/td>\n<\/tr>\n
13<\/td>\n2.\u2002Normative references
3.\u2002Definitions, acronyms, and abbreviations
3.1\u2002Definitions
3.2\u2002Acronyms and abbreviations
4.\u2002Robustness evaluation framework for AI-based image recognition services
4.1\u2002Background <\/td>\n<\/tr>\n
14<\/td>\n4.2\u2002Image corruptions <\/td>\n<\/tr>\n
15<\/td>\n4.3\u2002Adversarial attacks <\/td>\n<\/tr>\n
16<\/td>\n4.4\u2002Evaluation practice
4.5\u2002Roles <\/td>\n<\/tr>\n
17<\/td>\n4.6\u2002Evaluation process <\/td>\n<\/tr>\n
18<\/td>\n4.7\u2002Evaluation metrics <\/td>\n<\/tr>\n
24<\/td>\n5.\u2002Test cases
5.1\u2002Test case for Accuracy test
5.2\u2002Test case for common corruptions
5.3\u2002Test case for style transfer <\/td>\n<\/tr>\n
25<\/td>\n5.4\u2002Test case for adversarial perturbations <\/td>\n<\/tr>\n
26<\/td>\nAnnex\u00a0A (informative) Example common corruptions and adversarial attacks
A.1\u2002Examples of common corruptions <\/td>\n<\/tr>\n
27<\/td>\nA.2\u2002Example adversarial attacks <\/td>\n<\/tr>\n
30<\/td>\nAnnex\u00a0B (informative) Example evaluation <\/td>\n<\/tr>\n
31<\/td>\nAnnex\u00a0C (informative) Bibliography <\/td>\n<\/tr>\n
34<\/td>\nBack cover <\/td>\n<\/tr>\n<\/table>\n","protected":false},"excerpt":{"rendered":"

IEEE Standard for Robustness Testing and Evaluation of Artificial Intelligence (AI)-based Image Recognition Service (Approved Draft)<\/b><\/p>\n\n\n\n\n
Published By<\/td>\nPublication Date<\/td>\nNumber of Pages<\/td>\n<\/tr>\n
IEEE<\/b><\/a><\/td>\n2023<\/td>\n34<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n","protected":false},"featured_media":438204,"template":"","meta":{"rank_math_lock_modified_date":false,"ep_exclude_from_search":false},"product_cat":[2644],"product_tag":[],"class_list":{"0":"post-438196","1":"product","2":"type-product","3":"status-publish","4":"has-post-thumbnail","6":"product_cat-ieee","8":"first","9":"instock","10":"sold-individually","11":"shipping-taxable","12":"purchasable","13":"product-type-simple"},"_links":{"self":[{"href":"https:\/\/pdfstandards.shop\/wp-json\/wp\/v2\/product\/438196","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pdfstandards.shop\/wp-json\/wp\/v2\/product"}],"about":[{"href":"https:\/\/pdfstandards.shop\/wp-json\/wp\/v2\/types\/product"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/pdfstandards.shop\/wp-json\/wp\/v2\/media\/438204"}],"wp:attachment":[{"href":"https:\/\/pdfstandards.shop\/wp-json\/wp\/v2\/media?parent=438196"}],"wp:term":[{"taxonomy":"product_cat","embeddable":true,"href":"https:\/\/pdfstandards.shop\/wp-json\/wp\/v2\/product_cat?post=438196"},{"taxonomy":"product_tag","embeddable":true,"href":"https:\/\/pdfstandards.shop\/wp-json\/wp\/v2\/product_tag?post=438196"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}