Dear Ahmed.

To download test images dataset, use the following links:

The USC-SIPI Image Database

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http://sipi.usc.edu/database/

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http://www.csee.wvu.edu/~xinl/database.html

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http://www.barre.nom.fr/medical/samples/

Regards.

Dear Khan and Noui,

Thank you for the response. Perhaps I should have been more clear with my question. But I was referring to Steganographic images that have already been embedded with different embedding rates. 

It is common to indicate the embedding rates in publications. I was just wondering if there was a publicly available dataset particularly for Steganography/Steganalysis.

Thanks

Ahmed

I do not think such a steganogramme databases for benchmarking exists, for two reasons.

1.  It is too easy to generate the steganogrammes that you need. Just run a batch job with the software and message distribution you are interested in.

2.  There are too many variables, and thus too many distinct sets which would be demanded.

As long as we do not have any inkling about the distribution of steganogrammes in the field, it is impossible to synthesise a realistic data set. We simple lack the information about use cases to construct a canonical benchmark. Your data set has to be tailored to your research questions and assumptions.

(cf. http://eu.wiley.com/WileyCDA/WileyTitle/productCd-0470663057.html)

Dear Ahmad, do you find any databases for stegananalisys? i looking for it too

Hi Leonid, unfortunately I did not find any in the public.

Hi, Ahmed, maybe you  generated yourself and can you share with me ? Would be very grateful.

dear ahmad

may be u can try extract from this link - for text collection

http://www.daviddlewis.com/resources/testcollections/reuters21578/

I am working on video steganalysis. I find it difficult to find a public loaded video datasets. If anyone knows any, so please share.

Thanks a lot..

Dear fellow researchers,

Our group has just made available a stego dataset containing innocent and stego images. All the data are from mobile phones.There are over 800,000 images in the dataset. If you find our dataset useful, please reference the following paper:

J. Newman, L. Lin, W. Chen, S. Reinders, Y. Wang, M. Wu, Y. Guan. “StegoAppDB: A steganography apps forensics image database,” IS&T Int’l. Symp. on Electronic Imaging, Media Watermarking, Security, and Forensics 2019, Burlingame, CA, 2019.

Here is the URL of the website:

https://forensicstats.org/stegoappdb/

Please contact me if you have questions, comments or suggestions. We would like this dataset to be useful to our community.

Jennifer

Hi. Yes there are some datasets that I refered in my articles.

This is a database that our research team created from scratch, using purchased mobile phones and a camera app we wrote. It has stego images created from mobile stego apps that we reversed engineered to batch produce 565,000 stego images.

Jennifer

Hi Jennifer

I am working in developing the blind steganalysis technques for images using matlab coding . I want to implement my detection coding on your database. If i have any querries kindly help.

Swagota

I think that there are no standard data set

I have not seen any standard data set yet but, I hope we may be able to develop some soon

I think you have to use the same standard data set used in the algorithm you want to compare with.

Try this:

https://forensicstats.org/stegoappdb/

J. Newman, L. Lin, W. Chen, S. Reinders, Y. Wang, M. Wu, Y. Guan. “StegoAppDB: A steganography apps forensics image database,” IS&T Int’l. Symp. on Electronic Imaging, Media Watermarking, Security, and Forensics 2019, Burlingame, CA, 2019.

Hi, i am a PhD student, as i am working in the same field (steganograpphy) i can tell you that we do have a specific database that we use which is called "BOSS Base" (Break our steganographic system).

Hi

I am trying to locate a text-based training set for linguistic steganography. Any ideas?

@

Do you have any database for audio stenography?

Yes I am quite sure that I have seen one in a paper that I have reviewed but I don't remember its name. I will check and come back to you.

Hi, maybe this link will help you do audio steganography ( https://github.com/Charleswyt/tf_audio_steganalysis)

Here is a speech steganalysis dataset, availalbe from

https://github.com/fjxmlzn/RNN-SM#steganalysis-speech-dataset

Alaska Dataset

for text, you can refer reuters-21578 dataset.

Nice Contribution Mehdi Yedroudj

Alaska Dataset

There is a very large steganography database here:

https://forensicstats.org/stegoappdb/

you may use AMES database

Check below link

https://www.news.iastate.edu/news/2018/02/12/steganalysis