Changes

On December 2, 2024 at 10:37:48 PM UTC, admin:
Changed title to MNIST and CIFAR-10 datasets (previously MNIST and Cifar-10 datasets)
Set author of MNIST and CIFAR-10 datasets to Daniel Scheliga (previously Tolulope A. Odetola)
Updated description of MNIST and CIFAR-10 datasets from
The MNIST and Cifar-10 datasets are used to test the Input Interception Attack (IIA) on deep learning architectures.
to
The MNIST and CIFAR-10 datasets are used to test the theory suggesting the existence of many saddle points in high-dimensional functions.
Removed the following tags from MNIST and CIFAR-10 datasets
- Computer Vision
- Cifar-10
Added the following tags to MNIST and CIFAR-10 datasets
Changed value of field defined_in to https://doi.org/10.48550/arXiv.1612.02734 in MNIST and CIFAR-10 datasets
Changed value of field extra_authors to [{'extra_author': 'Patrick M¨ader', 'orcid': ''}, {'extra_author': 'Marco Seeland', 'orcid': ''}] in MNIST and CIFAR-10 datasets
Changed value of field citation to ['https://doi.org/10.48550/arXiv.2208.04767', 'https://doi.org/10.48550/arXiv.1911.12352', 'https://doi.org/10.48550/arXiv.1709.04447', 'https://doi.org/10.48550/arXiv.1406.2572', 'https://doi.org/10.48550/arXiv.1908.01091', 'https://doi.org/10.48550/arXiv.2007.05123'] in MNIST and CIFAR-10 datasets
Changed value of field landing_page to https://github.com/dAI-SY-Group/PRECODE in MNIST and CIFAR-10 datasets
Deleted resource Original Metadata from MNIST and CIFAR-10 datasets
              
    
          
          
        
        
            f 1 { f 1 {
            2   "access_rights": "", 2   "access_rights": "",
            n 3   "author": "Tolulope A. Odetola", n 3   "author": "Daniel Scheliga",
            4   "author_email": "", 4   "author_email": "",
            n 5   "citation": [], n 5   "citation": [
            6     "https://doi.org/10.48550/arXiv.2208.04767",
            7     "https://doi.org/10.48550/arXiv.1911.12352",
            8     "https://doi.org/10.48550/arXiv.1709.04447",
            9     "https://doi.org/10.48550/arXiv.1406.2572",
            10     "https://doi.org/10.48550/arXiv.1908.01091",
            11     "https://doi.org/10.48550/arXiv.2007.05123"
            12   ],
            6   "creator_user_id": "17755db4-395a-4b3b-ac09-e8e3484ca700", 13   "creator_user_id": "17755db4-395a-4b3b-ac09-e8e3484ca700",
            n 7   "defined_in": "https://doi.org/10.48550/arXiv.1911.00783", n 14   "defined_in": "https://doi.org/10.48550/arXiv.1612.02734",
            8   "doi": "10.57702/wah3vt5y", 15   "doi": "10.57702/wah3vt5y",
            9   "doi_date_published": "2024-12-02", 16   "doi_date_published": "2024-12-02",
            10   "doi_publisher": "TIB", 17   "doi_publisher": "TIB",
            11   "doi_status": true, 18   "doi_status": true,
            12   "domain": "https://service.tib.eu/ldmservice", 19   "domain": "https://service.tib.eu/ldmservice",
            13   "extra_authors": [ 20   "extra_authors": [
            14     { 21     {
            n 15       "extra_author": "Hawzhin Raoof Mohammed", n 22       "extra_author": "Patrick M\u00a8ader",
            16       "orcid": "" 23       "orcid": ""
            17     }, 24     },
            18     { 25     {
            n 19       "extra_author": "Syed Rafay Hasan", n 26       "extra_author": "Marco Seeland",
            20       "orcid": "" 27       "orcid": ""
            21     } 28     }
            22   ], 29   ],
            23   "groups": [ 30   "groups": [
            24     { 31     {
            25       "description": "", 32       "description": "",
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            35       "image_display_url": "",
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            37       "title": "Artificial Intelligence"
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            39     {
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            26       "display_name": "Computer Vision", 41       "display_name": "Computer Vision",
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            28       "image_display_url": "", 43       "image_display_url": "",
            29       "name": "computer-vision", 44       "name": "computer-vision",
            30       "title": "Computer Vision" 45       "title": "Computer Vision"
            31     }, 46     },
            32     { 47     {
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            36       "image_display_url": "", 51       "image_display_url": "",
            37       "name": "deep-learning", 52       "name": "deep-learning",
            38       "title": "Deep Learning" 53       "title": "Deep Learning"
            n n 54     },
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            60       "name": "federated-learning",
            61       "title": "Federated Learning"
            62     },
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            67       "image_display_url": "",
            68       "name": "handwritten-digit-recognition",
            69       "title": "Handwritten digit recognition"
            70     },
            71     {
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            75       "image_display_url": "",
            76       "name": "handwritten-digits",
            77       "title": "Handwritten digits"
            78     },
            79     {
            80       "description": "",
            81       "display_name": "Image Classification",
            82       "id": "18b77292-26aa-4caf-89ed-cbd35fa60474",
            83       "image_display_url": "",
            84       "name": "image-classification",
            85       "title": "Image Classification"
            86     },
            87     {
            88       "description": "",
            89       "display_name": "Machine Learning",
            90       "id": "1d8623c9-adbd-4f91-be1e-53847c4ac32a",
            91       "image_display_url": "",
            92       "name": "machine-learning",
            93       "title": "Machine Learning"
            94     },
            95     {
            96       "description": "",
            97       "display_name": "Neural Networks",
            98       "id": "c9ee57da-3813-4bee-94f4-4a66273cf23f",
            99       "image_display_url": "",
            100       "name": "neural-networks",
            101       "title": "Neural Networks"
            39     } 102     }
            40   ], 103   ],
            41   "id": "1c17deb5-960b-4a4c-b853-4eaf8602a405", 104   "id": "1c17deb5-960b-4a4c-b853-4eaf8602a405",
            42   "isopen": false, 105   "isopen": false,
            n 43   "landing_page": "", n 106   "landing_page": "https://github.com/dAI-SY-Group/PRECODE",
            44   "license_title": null, 107   "license_title": null,
            45   "link_orkg": "", 108   "link_orkg": "",
            46   "metadata_created": "2024-12-02T22:09:04.460409", 109   "metadata_created": "2024-12-02T22:09:04.460409",
            n 47   "metadata_modified": "2024-12-02T22:09:05.065237", n 110   "metadata_modified": "2024-12-02T22:37:47.961186",
            48   "name": "mnist-and-cifar-10-datasets", 111   "name": "mnist-and-cifar-10-datasets",
            n 49   "notes": "The MNIST and Cifar-10 datasets are used to test the Input  n 112   "notes": "The MNIST and CIFAR-10 datasets are used to test the 
            50 Interception Attack (IIA) on deep learning architectures.", 113 theory suggesting the existence of many saddle points in 
            114 high-dimensional functions.",
            51   "num_resources": 1, 115   "num_resources": 0,
            52   "num_tags": 4, 116   "num_tags": 15,
            53   "organization": { 117   "organization": {
            54     "approval_status": "approved", 118     "approval_status": "approved",
            55     "created": "2024-11-25T12:11:38.292601", 119     "created": "2024-11-25T12:11:38.292601",
            56     "description": "", 120     "description": "",
            57     "id": "079d46db-32df-4b48-91f3-0a8bc8f69559", 121     "id": "079d46db-32df-4b48-91f3-0a8bc8f69559",
            58     "image_url": "", 122     "image_url": "",
            59     "is_organization": true, 123     "is_organization": true,
            60     "name": "no-organization", 124     "name": "no-organization",
            61     "state": "active", 125     "state": "active",
            62     "title": "No Organization", 126     "title": "No Organization",
            63     "type": "organization" 127     "type": "organization"
            64   }, 128   },
            65   "owner_org": "079d46db-32df-4b48-91f3-0a8bc8f69559", 129   "owner_org": "079d46db-32df-4b48-91f3-0a8bc8f69559",
            66   "private": false, 130   "private": false,
            67   "relationships_as_object": [], 131   "relationships_as_object": [],
            68   "relationships_as_subject": [], 132   "relationships_as_subject": [],
            n 69   "resources": [ n 133   "resources": [],
            70     { 
            71       "cache_last_updated": null, 
            72       "cache_url": null, 
            73       "created": "2024-12-02T22:29:38", 
            74       "data": [ 
            75         "dcterms:title", 
            76         "dcterms:accessRights", 
            77         "dcterms:creator", 
            78         "dcterms:description", 
            79         "dcterms:issued", 
            80         "dcterms:language", 
            81         "dcterms:identifier", 
            82         "dcat:theme", 
            83         "dcterms:type", 
            84         "dcat:keyword", 
            85         "dcat:landingPage", 
            86         "dcterms:hasVersion", 
            87         "dcterms:format", 
            88         "mls:task", 
            89         "datacite:isDescribedBy" 
            90       ], 
            91       "description": "The json representation of the dataset with its  
            92 distributions based on DCAT.", 
            93       "format": "JSON", 
            94       "hash": "", 
            95       "id": "55d4e82a-18ee-405a-a9c1-9309905f914b", 
            96       "last_modified": "2024-12-02T22:09:05.057982", 
            97       "metadata_modified": "2024-12-02T22:09:05.068020", 
            98       "mimetype": "application/json", 
            99       "mimetype_inner": null, 
            100       "name": "Original Metadata", 
            101       "package_id": "1c17deb5-960b-4a4c-b853-4eaf8602a405", 
            102       "position": 0, 
            103       "resource_type": null, 
            104       "size": 720, 
            105       "state": "active", 
            106       "url":  
            107 resource/55d4e82a-18ee-405a-a9c1-9309905f914b/download/metadata.json", 
            108       "url_type": "upload" 
            109     } 
            110   ], 
            111   "services_used_list": "", 134   "services_used_list": "",
            112   "state": "active", 135   "state": "active",
            113   "tags": [ 136   "tags": [
            114     { 137     {
            n n 138       "display_name": "Adversarial Examples",
            139       "id": "5b48f903-bf44-442f-9baa-dd70bd694f18",
            140       "name": "Adversarial Examples",
            141       "state": "active",
            142       "vocabulary_id": null
            143     },
            144     {
            115       "display_name": "Cifar-10", 145       "display_name": "CIFAR-10",
            116       "id": "2db41fc0-7102-4df1-aaa3-3e6abcfac789", 146       "id": "f5393d47-2cf2-4e47-a699-68f41ec85846",
            117       "name": "Cifar-10", 147       "name": "CIFAR-10",
            118       "state": "active", 
            119       "vocabulary_id": null 
            120     }, 
            121     { 
            122       "display_name": "Computer Vision", 
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            124       "name": "Computer Vision", 
            125       "state": "active", 148       "state": "active",
            126       "vocabulary_id": null 149       "vocabulary_id": null
            127     }, 150     },
            128     { 151     {
            129       "display_name": "Deep Learning", 152       "display_name": "Deep Learning",
            130       "id": "3feb7b21-e049-4dca-9372-0d438c483f6a", 153       "id": "3feb7b21-e049-4dca-9372-0d438c483f6a",
            131       "name": "Deep Learning", 154       "name": "Deep Learning",
            132       "state": "active", 155       "state": "active",
            133       "vocabulary_id": null 156       "vocabulary_id": null
            134     }, 157     },
            135     { 158     {
            n n 159       "display_name": "Federated Learning",
            160       "id": "457a40d1-65a2-4186-b368-30d39191ea94",
            161       "name": "Federated Learning",
            162       "state": "active",
            163       "vocabulary_id": null
            164     },
            165     {
            166       "display_name": "Handwritten Digits",
            167       "id": "b3c7b8c0-33b0-41bd-808c-86ddf60ea462",
            168       "name": "Handwritten Digits",
            169       "state": "active",
            170       "vocabulary_id": null
            171     },
            172     {
            173       "display_name": "Handwritten digits",
            174       "id": "c9588036-f297-4a2e-973c-aa8edc53c915",
            175       "name": "Handwritten digits",
            176       "state": "active",
            177       "vocabulary_id": null
            178     },
            179     {
            180       "display_name": "High-dimensional functions",
            181       "id": "ad381bd3-015a-47a2-b5c9-719c69afc269",
            182       "name": "High-dimensional functions",
            183       "state": "active",
            184       "vocabulary_id": null
            185     },
            186     {
            187       "display_name": "Image Classification",
            188       "id": "418e2ddf-a1d3-42ac-ad05-156f79ca8e22",
            189       "name": "Image Classification",
            190       "state": "active",
            191       "vocabulary_id": null
            192     },
            193     {
            194       "display_name": "Images",
            195       "id": "b653d5cb-88da-4373-ae34-3b0b41d37fad",
            196       "name": "Images",
            197       "state": "active",
            198       "vocabulary_id": null
            199     },
            200     {
            136       "display_name": "MNIST", 201       "display_name": "MNIST",
            137       "id": "838793b8-c317-4ab1-a17a-da040a636305", 202       "id": "838793b8-c317-4ab1-a17a-da040a636305",
            138       "name": "MNIST", 203       "name": "MNIST",
            139       "state": "active", 204       "state": "active",
            140       "vocabulary_id": null 205       "vocabulary_id": null
            n n 206     },
            207     {
            208       "display_name": "Neural Networks",
            209       "id": "b8e60d98-1c66-40d1-b944-74216c2bd378",
            210       "name": "Neural Networks",
            211       "state": "active",
            212       "vocabulary_id": null
            213     },
            214     {
            215       "display_name": "Saddle points",
            216       "id": "5c5c91f6-2d45-4c9e-8aca-de75ea539134",
            217       "name": "Saddle points",
            218       "state": "active",
            219       "vocabulary_id": null
            220     },
            221     {
            222       "display_name": "handwritten digits",
            223       "id": "4b365062-55da-4f9e-ac9c-6e1a6e3dc58f",
            224       "name": "handwritten digits",
            225       "state": "active",
            226       "vocabulary_id": null
            227     },
            228     {
            229       "display_name": "image classification",
            230       "id": "34936550-ce1a-41b5-8c58-23081a6c673d",
            231       "name": "image classification",
            232       "state": "active",
            233       "vocabulary_id": null
            234     },
            235     {
            236       "display_name": "images",
            237       "id": "40152090-cbbf-4339-b7d3-f14b68cb7621",
            238       "name": "images",
            239       "state": "active",
            240       "vocabulary_id": null
            141     } 241     }
            142   ], 242   ],
            t 143   "title": "MNIST and Cifar-10 datasets", t 243   "title": "MNIST and CIFAR-10 datasets",
            144   "type": "dataset", 244   "type": "dataset",
            145   "version": "" 245   "version": ""
            146 } 246 }