# A Survey of Detection and Mitigation for Fake Images on Social Media Platforms
## 6 Evaluation Parameters and Datasets
### Datasets
\begin{table}
\begin{tabular}{c c c c c c c c c} \hline \hline
**S. No** & **Data Set** & **Year** & **Type** & **Source** & **Real Images** & **Fake Images** & **Location** & **Accessed on** \\ \hline
1 & Buzzfeed & 2018 & Images, Text & Buzzfeed News & 90 & 80 &
\begin{tabular}{c} [[https://github.com/Buz](https://github.com/Buz)]([https://github.com/Buz](https://github.com/Buz)) \\ zFeedNews/2017-12-fake \\ -news-top-50 \\ \end{tabular} & 19 February 2019 \\ \hline
2 & CASIA1.0 & 2013 & Images & \
\begin{tabular}{c} Self made \\ Database \\ \end{tabular} & 800 & 921 &
\begin{tabular}{c} http: \\//forensics.idealtest.org/ \\ \end{tabular} & 16 March 2019 \\ \hline
3 & CASIA2.0 & 2013 & Images & \
\begin{tabular}{c} Self made \\ Database \\ \end{tabular} & 7200 & 5123 &
\begin{tabular}{c} http: \\//forensics.idealtest.org/ \\ \end{tabular} & 16 March 2019 \\ \hline
4 & CelebA & 2015 & Images & \
\begin{tabular}{c} Self made \\ Database \\ \end{tabular} & 2,00,000 & – &
\begin{tabular}{c} [[https://github.com/tkar](https://github.com/tkar)]([https://github.com/tkar](https://github.com/tkar)) \\ as/progressive\_growing \\ \end{tabular} & 6 August 2018 \\ \hline
5 & COCO & 2008 & Images & Flickr & 500 & 229 &
\begin{tabular}{c} [[http://lear.iralipes.fr/pep/legou/data.php](http://lear.iralipes.fr/pep/legou/data.php)]([http://lear.iralipes.fr/pep/legou/data.php](http://lear.iralipes.fr/pep/legou/data.php)) \\ \end{tabular} & 14 February 2016 \\ \hline
6 & COLUMBIA & 2004 & Images & CalPhotos & 933 & 912 &
\begin{tabular}{c} [[http://www.eoc.olumbia](http://www.eoc.olumbia)]([http://www.eoc.olumbia](http://www.eoc.olumbia)). \\ edu/h/dvrm/download \\ ads/AuthSpiedDataSet \\ /dlform.html \\ \end{tabular} & 28 April 2019 \\ \hline
7 & CoMoFoD & 2004 & Images & \
\begin{tabular}{c} Self-made \\ Dataset (Tralic and Grgic) \\ \end{tabular} & 260 & 13,520 &
\begin{tabular}{c} [[https://www.vel.fer.hr/c](https://www.vel.fer.hr/c)]([https://www.vel.fer.hr/c](https://www.vel.fer.hr/c)) \\ omoid/commoded.html \\ \end{tabular} & 4 June 2020 \\ \hline
8 & FAKNEWSNET & 2018 & Image, Text & Twitter & 447 & 336 &
\begin{tabular}{c} [[https://github.com/Kai](https://github.com/Kai)]([https://github.com/Kai](https://github.com/Kai)) \\ DM/TakeNewNet/t \\ me/master/dataset \\ \end{tabular} & 7 September 2020 \\ \hline
9 & FNC & 2018 & Images, Text & Kaggle & – & – &
\begin{tabular}{c} [[https://www.kaggle.com](https://www.kaggle.com)]([https://www.kaggle.com](https://www.kaggle.com)) \\ \end{tabular} & 7 September 2020 \\ \hline
10 & MediaEval & 2015 & Images, Text & Twitter & 193 & 218 &
\begin{tabular}{c} [[https://github.com/MKL](https://github.com/MKL)]([https://github.com/MKL](https://github.com/MKL)) \\ ab-IT1/image-verification- \\ core/tree/master/med \\ iaeval2015 \\ \end{tabular} & 16 March 2019 \\ \hline
11 & NIST & 2017 & Images & \
\begin{tabular}{c} Self-made \\ database \\ (NIST) \\ \end{tabular} & – & 10,000 &
\begin{tabular}{c} [[https://www.nist.gov/itl](https://www.nist.gov/itl)]([https://www.nist.gov/itl](https://www.nist.gov/itl)) \\ /aid/img/media-forensi \\ cs-challenge \\ \end{tabular} & 22 August 2019 \\ \hline
12 & PGGAN & 2016 & Images & \
\begin{tabular}{c} GAN \\ generated \\ \end{tabular} & – & 1,00,000 &
\begin{tabular}{c} [[https://github.com/tkar](https://github.com/tkar)]([https://github.com/tkar](https://github.com/tkar)) \\ as/progressive\_growing \\ \end{tabular} & 6 July 2019 \\ \hline
13 & PHEME & 2016 & Text & Twitter & – & – &
\begin{tabular}{c} https: [[https://figshare.com/articles/P](https://figshare.com/articles/P)]([https://figshare.com/articles/P](https://figshare.com/articles/P)) \\ HZME, dataset\_for_Rum \\ our, Detection/Vercacity \\ Classification/6392078 \\ \end{tabular} & 5 September 2019 \\ \hline
14 & WEIRO & 2016 & Images, Text & Sina Weibo & 3774 & 1363 &
\begin{tabular}{c} [[https://drive.google.com](https://drive.google.com)]([https://drive.google.com](https://drive.google.com)) \\ /file/d/14 LJSFCExN2 Qr \\ VWHYAKKEYCPJuiT20 Nh \\ w/view \\ \end{tabular} & 26 December 2019 \\ \hline \hline \end{tabular}
\end{table}