Changes

On December 3, 2024 at 9:25:18 AM UTC, admin:

Changed title to Intrusion dataset (previously Intrusion Dataset)

Set author of Intrusion dataset to Patricia A. Apellániz (previously Dheeru Dua)

Updated description of Intrusion dataset from
The Intrusion dataset consists of network traffic data used for detecting intrusions through classification methods.
to
The dataset used in this paper is the Intrusion dataset, which comprises 494,021 samples and 39 information characteristics used to classify connections in a military network environment.

Added the following tags to Intrusion dataset

Changed value of field defined_in to https://doi.org/10.48550/arXiv.2407.03080 in Intrusion dataset

Changed value of field extra_authors to [{'extra_author': 'Borja Arroyo Galende', 'orcid': ''}, {'extra_author': 'Ana Jiménez', 'orcid': ''}, {'extra_author': 'Juan Parras', 'orcid': ''}, {'extra_author': 'Santiago Zazo', 'orcid': ''}] in Intrusion dataset

Changed value of field landing_page to https://www.kaggle.com/datasets/harlfoxem/housesalesprediction in Intrusion dataset

Deleted resource Original Metadata from Intrusion dataset

              
    
          
          
        
        
            f 1 { f 1 {
            2   "access_rights": "", 2   "access_rights": "",
            n 3   "author": "Dheeru Dua", n 3   "author": "Patricia A. Apell\u00e1niz",
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            n 7   "defined_in": "", n 7   "defined_in": "https://doi.org/10.48550/arXiv.2407.03080",
            8   "doi": "10.57702/ytoj35yw", 8   "doi": "10.57702/ytoj35yw",
            9   "doi_date_published": "2024-11-25", 9   "doi_date_published": "2024-11-25",
            10   "doi_publisher": "TIB", 10   "doi_publisher": "TIB",
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            12   "domain": "https://service.tib.eu/ldmservice", 12   "domain": "https://service.tib.eu/ldmservice",
            13   "extra_authors": [ 13   "extra_authors": [
            14     { 14     {
            n n 15       "extra_author": "Borja Arroyo Galende",
            16       "orcid": ""
            17     },
            18     {
            19       "extra_author": "Ana Jim\u00e9nez",
            20       "orcid": ""
            21     },
            22     {
            15       "extra_author": "Casey Graff", 23       "extra_author": "Juan Parras",
            24       "orcid": ""
            25     },
            26     {
            27       "extra_author": "Santiago Zazo",
            16       "orcid": "" 28       "orcid": ""
            17     } 29     }
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            n 23 "http://archive.ics.uci.edu/ml/datasets/kdd+cup+1999+data", n 52 "https://www.kaggle.com/datasets/harlfoxem/housesalesprediction",
            24   "license_title": null, 53   "license_title": null,
            25   "link_orkg": "", 54   "link_orkg": "",
            26   "metadata_created": "2024-11-25T15:04:01.287169", 55   "metadata_created": "2024-11-25T15:04:01.287169",
            n 27   "metadata_modified": "2024-11-25T15:04:01.628061", n 56   "metadata_modified": "2024-12-03T09:25:17.926408",
            28   "name": "intrusion-dataset", 57   "name": "intrusion-dataset",
            n 29   "notes": "The Intrusion dataset consists of network traffic data  n 58   "notes": "The dataset used in this paper is the Intrusion dataset, 
            30 used for detecting intrusions through classification methods.", 59 which comprises 494,021 samples and 39 information characteristics 
            60 used to classify connections in a military network environment.",
            31   "num_resources": 1, 61   "num_resources": 0,
            32   "num_tags": 0, 62   "num_tags": 4,
            33   "organization": { 63   "organization": {
            34     "approval_status": "approved", 64     "approval_status": "approved",
            35     "created": "2024-11-25T12:11:38.292601", 65     "created": "2024-11-25T12:11:38.292601",
            36     "description": "", 66     "description": "",
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            38     "image_url": "", 68     "image_url": "",
            39     "is_organization": true, 69     "is_organization": true,
            40     "name": "no-organization", 70     "name": "no-organization",
            41     "state": "active", 71     "state": "active",
            42     "title": "No Organization", 72     "title": "No Organization",
            43     "type": "organization" 73     "type": "organization"
            44   }, 74   },
            45   "owner_org": "079d46db-32df-4b48-91f3-0a8bc8f69559", 75   "owner_org": "079d46db-32df-4b48-91f3-0a8bc8f69559",
            46   "private": false, 76   "private": false,
            47   "relationships_as_object": [], 77   "relationships_as_object": [],
            48   "relationships_as_subject": [], 78   "relationships_as_subject": [],
            n 49   "resources": [ n 79   "resources": [],
            80   "services_used_list": "",
            81   "state": "active",
            82   "tags": [
            50     { 83     {
            n 51       "cache_last_updated": null, n 84       "display_name": "Data augmentation",
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            53       "created": "2024-11-25T15:30:26", 86       "name": "Data augmentation",
            54       "data": [ 
            55         "dcterms:title", 
            56         "dcterms:accessRights", 
            57         "dcterms:creator", 
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            59         "dcterms:issued", 
            60         "dcterms:language", 
            61         "dcterms:identifier", 
            62         "dcat:theme", 
            63         "dcterms:type", 
            64         "dcat:keyword", 
            65         "dcat:landingPage", 
            66         "dcterms:hasVersion", 
            67         "dcterms:format", 
            68         "mls:task" 
            69       ], 
            70       "description": "The json representation of the dataset with its  
            71 distributions based on DCAT.", 
            72       "format": "JSON", 
            73       "hash": "", 
            74       "id": "4b14595d-18a6-45e1-91fc-8ffafdb38b4b", 
            75       "last_modified": "2024-11-25T15:04:01.621352", 
            76       "metadata_modified": "2024-11-25T15:04:01.630872", 
            77       "mimetype": "application/json", 
            78       "mimetype_inner": null, 
            79       "name": "Original Metadata", 
            80       "package_id": "56384329-b9f3-4398-8e5a-141aa89fff73", 
            81       "position": 0, 
            82       "resource_type": null, 
            83       "size": 716, 
            84       "state": "active", 87       "state": "active",
            n 85       "url":  n 88       "vocabulary_id": null
            86 resource/4b14595d-18a6-45e1-91fc-8ffafdb38b4b/download/metadata.json", 89     },
            87       "url_type": "upload" 90     {
            91       "display_name": "Data scarcity",
            92       "id": "74be8218-dd6c-42ed-9714-afac9588b094",
            93       "name": "Data scarcity",
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            101       "state": "active",
            102       "vocabulary_id": null
            103     },
            104     {
            105       "display_name": "Tabular data",
            106       "id": "88bf34d9-2dc6-43c8-a423-dd2dbdb81775",
            107       "name": "Tabular data",
            108       "state": "active",
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            88     } 110     }
            89   ], 111   ],
            t 90   "services_used_list": "", t 
            91   "state": "active", 
            92   "tags": [], 
            93   "title": "Intrusion Dataset", 112   "title": "Intrusion dataset",
            94   "type": "dataset", 113   "type": "dataset",
            95   "version": "" 114   "version": ""
            96 } 115 }