02842f513c6a187691cce9e8ba365a17 analisi_a2021n64p103.pdf 7e377dd23aef9081d4dc5a1bfd428d26d610cd1a analisi_a2021n64p103.pdf a2f354bb58cb114b7d3102df7ef680942167f47d3886cce774a9cca80958ebb3 analisi_a2021n64p103.pdf Title: Deepfakes: el próximo reto en la detección de noticias falsas Keywords: deepfakes; noticias falsas; aprendizaje profundo; inteligencia artificial; desinformación Author: Francisco José García-Ull Creator: Adobe InDesign CS6 (Windows) Producer: Adobe PDF Library 10.0.1 CreationDate: Mon Jun 28 08:46:26 2021 CEST ModDate: Tue Jun 29 10:38:53 2021 CEST Tagged: no UserProperties: no Suspects: no Form: none JavaScript: no Pages: 18 Encrypted: no Page size: 453.543 x 651.969 pts Page rot: 0 File size: 468485 bytes Optimized: no PDF version: 1.6 name type encoding emb sub uni object ID ------------------------------------ ----------------- ---------------- --- --- --- --------- BOTBHL+AGaramondPro-Regular Type 1C Custom yes yes yes 198 0 HAPGNZ+AGaramondPro-Semibold Type 1C WinAnsi yes yes yes 199 0 AABLTN+AGaramondPro-Italic Type 1C WinAnsi yes yes yes 200 0 QTZYJH+HelveticaNeueLTStd-Bd Type 1C WinAnsi yes yes yes 122 0 KFXODT+HelveticaNeueLTStd-Roman Type 1C WinAnsi yes yes yes 127 0 GHXQZB+HelveticaNeueLTStd-It Type 1C WinAnsi yes yes yes 128 0 Jhove (Rel. 1.22.1, 2019-04-17) Date: 2021-07-07 02:41:28 CEST RepresentationInformation: analisi_a2021n64p103.pdf ReportingModule: PDF-hul, Rel. 1.12.1 (2019-04-17) LastModified: 2021-07-06 10:43:14 CEST Size: 468485 Format: PDF Version: 1.6 Status: Well-Formed and valid SignatureMatches: PDF-hul MIMEtype: application/pdf PDFMetadata: Objects: 231 FreeObjects: 4 IncrementalUpdates: 4 DocumentCatalog: ViewerPreferences: HideToolbar: false HideMenubar: false HideWindowUI: false FitWindow: false CenterWindow: false DisplayDocTitle: false NonFullScreenPageMode: UseNone Direction: L2R ViewArea: CropBox ViewClip: CropBox PrintArea: CropBox PageClip: CropBox PageLayout: OneColumn PageMode: UseOutlines Outlines: Item: Title: Deepfakes: el próximo reto en la detección de noticias falsas Children: Item: Title: Resumen Item: Title: Palabras clave: deepfakes; noticias falsas; aprendizaje profundo; inteligencia artificial; desinformación Item: Title: 1. Introducción Item: Title: 2. Marco teórico Item: Title: 3. Metodología Item: Title: 4. Resultados Children: Item: Title: 4.1. ¿Qué son los deepfakes? Item: Title: 4.2. ¿Quién produce deepfakes? Item: Title: 4.3. Posibles amenazas de los deepfakes Item: Title: 4.4. Ejemplos de deepfakes Item: Title: 4.5. Métodos para combatir las falsificaciones profundas Item: Title: 5. Conclusiones Item: Title: Referencias bibliográficas Info: Title: Deepfakes: el próximo reto en la detección de noticias falsas Author: Francisco José García-Ull Keywords: deepfakes; noticias falsas; aprendizaje profundo; inteligencia artificial; desinformación Creator: Adobe InDesign CS6 (Windows) Producer: Adobe PDF Library 10.0.1 CreationDate: Mon Jun 28 08:46:26 CEST 2021 ModDate: Tue Jun 29 10:38:53 CEST 2021 ID: 0x1030a94792edd94e8a2b4e44014b5751, 0x5b435c7fd8611c46a26ab5adcbf2bd71 Filters: FilterPipeline: FlateDecode FilterPipeline: DCTDecode Images: Image: NisoImageMetadata: FormatName: image/jpg CompressionScheme: JPEG ImageWidth: 804 ImageHeight: 807 ColorSpace: RGB BitsPerSample: 8 BitsPerSampleUnit: integer Intent: RelativeColorimetric Name: X Image: NisoImageMetadata: FormatName: image/jpg CompressionScheme: JPEG ImageWidth: 429 ImageHeight: 224 ColorSpace: RGB BitsPerSample: 8 BitsPerSampleUnit: integer Intent: RelativeColorimetric Name: X Image: NisoImageMetadata: FormatName: image/jpg CompressionScheme: JPEG ImageWidth: 414 ImageHeight: 115 ColorSpace: RGB BitsPerSample: 8 BitsPerSampleUnit: integer Intent: RelativeColorimetric Name: X Image: NisoImageMetadata: FormatName: image/jpg CompressionScheme: JPEG ImageWidth: 1277 ImageHeight: 720 ColorSpace: RGB BitsPerSample: 8 BitsPerSampleUnit: integer Intent: RelativeColorimetric Name: X Image: NisoImageMetadata: FormatName: image/jpg CompressionScheme: JPEG ImageWidth: 576 ImageHeight: 304 ColorSpace: RGB BitsPerSample: 8 BitsPerSampleUnit: integer Intent: RelativeColorimetric Name: X Image: NisoImageMetadata: FormatName: image/jpg CompressionScheme: JPEG ImageWidth: 425 ImageHeight: 275 ColorSpace: RGB BitsPerSample: 8 BitsPerSampleUnit: integer Intent: RelativeColorimetric Name: X Image: NisoImageMetadata: FormatName: image/jpg CompressionScheme: JPEG ImageWidth: 626 ImageHeight: 227 ColorSpace: RGB BitsPerSample: 8 BitsPerSampleUnit: integer Intent: RelativeColorimetric Name: X Fonts: Type1: Font: BaseFont: GHXQZB+HelveticaNeueLTStd-It FontSubset: true FirstChar: 32 LastChar: 116 FontDescriptor: FontName: GHXQZB+HelveticaNeueLTStd-It Flags: Nonsymbolic, Italic FontBBox: -166, -214, 1106, 957 FontFile3: true Encoding: WinAnsiEncoding ToUnicode: true Font: BaseFont: BOTBHL+AGaramondPro-Regular FontSubset: true FirstChar: 31 LastChar: 252 FontDescriptor: FontName: BOTBHL+AGaramondPro-Regular Flags: Serif, Nonsymbolic FontBBox: -183, -354, 1354, 917 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true ToUnicode: true Font: BaseFont: HAPGNZ+AGaramondPro-Semibold FontSubset: true FirstChar: 32 LastChar: 243 FontDescriptor: FontName: HAPGNZ+AGaramondPro-Semibold Flags: Serif, Nonsymbolic FontBBox: -177, -282, 1123, 893 FontFile3: true Encoding: WinAnsiEncoding ToUnicode: true Font: BaseFont: AABLTN+AGaramondPro-Italic FontSubset: true FirstChar: 32 LastChar: 243 FontDescriptor: FontName: AABLTN+AGaramondPro-Italic Flags: Serif, Nonsymbolic, Italic FontBBox: -182, -338, 1668, 917 FontFile3: true Encoding: WinAnsiEncoding ToUnicode: true Font: BaseFont: QTZYJH+HelveticaNeueLTStd-Bd FontSubset: true FirstChar: 32 LastChar: 117 FontDescriptor: FontName: QTZYJH+HelveticaNeueLTStd-Bd Flags: Nonsymbolic FontBBox: -166, -218, 1078, 975 FontFile3: true Encoding: WinAnsiEncoding ToUnicode: true Font: BaseFont: KFXODT+HelveticaNeueLTStd-Roman FontSubset: true FirstChar: 32 LastChar: 246 FontDescriptor: FontName: KFXODT+HelveticaNeueLTStd-Roman Flags: Nonsymbolic FontBBox: -166, -214, 1076, 952 FontFile3: true Encoding: WinAnsiEncoding ToUnicode: true XMP: application/pdf Deepfakes: el próximo reto en la detección de noticias falsas Francisco José García-Ull deepfakes noticias falsas aprendizaje profundo inteligencia artificial desinformación 2021-06-28T08:46:26+02:00 2021-06-29T10:38:53+02:00 2021-06-29T10:38:53+02:00 Adobe InDesign CS6 (Windows) uuid:65be5045-121e-4a01-8427-9fbc08c6699f xmp.did:F4EF58D5DC3BE7118630B9BBABFF149B xmp.id:64836BFBDAD7EB11BD52B85C49915E49 proof:pdf xmp.iid:E9EF9523DAD7EB11BD52B85C49915E49 xmp.did:248C5158E13DEB1180058CDD5FBEB3D9 xmp.did:F4EF58D5DC3BE7118630B9BBABFF149B default converted from application/x-indesign to application/pdf Adobe InDesign CS6 (Windows) / 2021-06-28T08:46:26+02:00 Adobe PDF Library 10.0.1 False deepfakes; noticias falsas; aprendizaje profundo; inteligencia artificial; desinformación OpenType - PS Adobe Garamond Pro 0 Adobe Systems 2.111 0 2882490390 2882490390 AGaramondPro-Regular OpenType - PS Adobe Garamond Pro 0 Adobe Systems 2.111 0 2795467003 2795467003 AGaramondPro-Italic OpenType - PS Adobe Garamond Pro 0 Adobe Systems 1.007 0 284370154 284370154 AGaramondPro-Semibold OpenType - PS Helvetica Neue LT Std 0 Adobe Systems 1.047 0 336045049 336045049 HelveticaNeueLTStd-Roman OpenType - PS Helvetica Neue LT Std 0 Adobe Systems 1.029 0 1005916113 1005916113 HelveticaNeueLTStd-Bd OpenType - PS Helvetica Neue LT Std 0 Adobe Systems 1.029 0 2394442911 2394442911 HelveticaNeueLTStd-It OpenType - PS Helvetica Neue LT Std 0 Adobe Systems 1.029 0 3873330977 3873330977 HelveticaNeueLTStd-Md Pages: Page: Label: 103 Sequence: 1 Annotations: Annotation: Subtype: Link Rect: 63, 493, 213, 481 Annotation: Subtype: Link Rect: 63, 481, 175, 469 Annotation: Subtype: Link Rect: 61, 446, 97, 427 Annotation: Subtype: Link Rect: 350, 379, 389, 368 Annotation: Subtype: Link Rect: 63, 370, 165, 358 Thumb: true Page: Label: 104 Sequence: 2 Thumb: true Page: Label: 105 Sequence: 3 Thumb: true Page: Label: 106 Sequence: 4 Thumb: true Page: Label: 107 Sequence: 5 Thumb: true Page: Label: 108 Sequence: 6 Thumb: true Page: Label: 109 Sequence: 7 Thumb: true Page: Label: 110 Sequence: 8 Thumb: true Page: Label: 111 Sequence: 9 Thumb: true Page: Label: 112 Sequence: 10 Thumb: true Page: Label: 113 Sequence: 11 Thumb: true Page: Label: 114 Sequence: 12 Thumb: true Page: Label: 115 Sequence: 13 Thumb: true Page: Label: 116 Sequence: 14 Thumb: true Page: Label: 117 Sequence: 15 Thumb: true Page: Label: 118 Sequence: 16 Annotations: Annotation: Subtype: Link Rect: 81, 334, 254, 322 Annotation: Subtype: Link Rect: 81, 303, 264, 291 Annotation: Subtype: Link Rect: 81, 241, 264, 228 Annotation: Subtype: Link Rect: 81, 189, 211, 177 Annotation: Subtype: Link Rect: 81, 148, 211, 135 Annotation: Subtype: Link Rect: 81, 106, 256, 94 Annotation: Subtype: Link Rect: 81, 75, 239, 62 Thumb: true Page: Label: 119 Sequence: 17 Annotations: Annotation: Subtype: Link Rect: 243, 571, 389, 559 Annotation: Subtype: Link Rect: 76, 561, 168, 548 Annotation: Subtype: Link Rect: 81, 529, 253, 516 Annotation: Subtype: Link Rect: 81, 487, 231, 474 Annotation: Subtype: Link Rect: 81, 455, 263, 443 Annotation: Subtype: Link Rect: 81, 424, 254, 411 Annotation: Subtype: Link Rect: 81, 381, 227, 369 Annotation: Subtype: Link Rect: 81, 350, 254, 337 Annotation: Subtype: Link Rect: 81, 276, 253, 263 Annotation: Subtype: Link Rect: 206, 255, 389, 242 Annotation: Subtype: Link Rect: 76, 244, 192, 231 Annotation: Subtype: Link Rect: 81, 212, 272, 200 Annotation: Subtype: Link Rect: 81, 170, 248, 157 Annotation: Subtype: Link Rect: 81, 128, 253, 115 Annotation: Subtype: Link Rect: 81, 75, 274, 62 Thumb: true Page: Label: 120 Sequence: 18 Annotations: Annotation: Subtype: Link Rect: 81, 561, 276, 548 Annotation: Subtype: Link Rect: 81, 497, 276, 485 Annotation: Subtype: Link Rect: 81, 466, 276, 453 Annotation: Subtype: Link Rect: 81, 434, 254, 421 Annotation: Subtype: Link Rect: 81, 392, 256, 379 Annotation: Subtype: Link Rect: 81, 339, 248, 326 Annotation: Subtype: Link Rect: 81, 297, 261, 284 Annotation: Subtype: Link Rect: 81, 191, 248, 179 Annotation: Subtype: Link Rect: 81, 149, 238, 136 Annotation: Subtype: Link Rect: 81, 117, 239, 105 Annotation: Subtype: Link Rect: 81, 86, 276, 73 Thumb: true Checksum: 204e7209 Type: CRC32 Checksum: 02842f513c6a187691cce9e8ba365a17 Type: MD5 Checksum: 7e377dd23aef9081d4dc5a1bfd428d26d610cd1a Type: SHA-1