Table 7 Overview of the datasets on shared media
Name | Sharing | SNs | No. device | Numbers |
|---|---|---|---|---|
VISION [82] | Single | Youtube, WhatsApp, Facebook | 35 smartphones 11 brands | 24,427 images, 1914 videos |
Flickr UNICAMP [13] | Single | Flickr (downloaded only) | 250 camera models | 11,000 images |
SDRG [83] | Single | Facebook, Flickr, Google+, GPhoto, Instagram, LinkedIn, Pinterest, QQ, Telegram, Tumblr, Twitter, Viber, VK, WeChat, WhatsApp and WordPress | 19 smartphones | 100 images from each phone uploaded/downloaded on each SN |
MFC (World Data) [84] | Single | − | 500 cameras | 35 million images, 300,000 video clips |
FVC [85] | Single | YouTube, Facebook, Twitter | − | 3957 videos annotated as fake, 2458 annotated as real |
FODB [86] | Single | Facebook, Instagram, Telegram, Twitter, Whatsapp | 27 smartphones | 23,000 images |
ISIMA [87] | Double | Facebook Messenger, Whatsapp, Telegram | − | 2100 images |
UNICT-SNIM [88] | Single | Facebook, Google+, Twitter, Tumblr, Flickr, Instagram, Imgur, Tinypic, WhatsApp, Telegram | 4 cameras | 2720 images |
MICC social UCID [89] | Single | Facebook, Flickr, Twitter | From UCID dataset [90] | 40,140 images |
MICC public UCID [89] | Single | Facebook, Flickr, Twitter | – | 3000 images |
MICC multiple UCID [89] | Double | Facebook, Flickr, Twitter | From UCID dataset [90] | 120,420 images |
R-SMUD [91] | Multiple | Facebook, Flickr, Twitter | From RAISE dataset [92] | 900 images (shared 3 times on 3 SNs) |
V-SMUD [91] | Multiple | Facebook, Flickr, Twitter | From VISION dataset | 510 images (shared 3 times on 3 SNs) |
VMU2016 [93] | Multiple | − | 193 real images, 218 misused images, 2 misused videos, 6225 real and 9404 fake tweets posted by 5895 and 9025 users | |
Weibo [57] | Multiple | − | 10,231 real images, 15287 misused images, 23,456 real and 26,257 fake tweets posted by 21,136 and 22,584 users | |
MEIR [94] | Multiple | Flickr | − | 82,156 real images and captions, 57,940 manipulated images and captions |