The manufacture and development of any robust with neural network is so much kind of labor- intensive and very much time consuming affair, so we have find some way to lessen this time consumption at any cost to perform better than all other.
This is the reason behind that why there is a need of a team of IBM researchers who are recent started to work for the development so that they can secure their intellectual properties. They have a whole team of IBM researchers who are working round the clock to get best kind of protection for most if their intelligent schemes that are available.
This is very much similar to make digital watermark as a solution, this will implement all sort of information in single network so after that they can be stimulated for their identification work.
In case if someone have spend more than hundred of hours just in developing and giving training to Artificial Intelligence models, and imagine anyone else tried to harm your dedication and hard work, so IBM have come with a new technique that will allow the developer to prove that the models which is being developed belongs to that particular developer.
IBM has involved the implementation of some imperative specific information which is in deep learning models and after this it will detect them by giving information to the neural network as an image format that will give response in most unusual way. And this is how the developer will get their own watermark by extracting all the information, hence it will prove the ownership of the developed model.
According to a report from IBM, this neural watermark technique is discovered in such a way that not any clever pretender could just open the code and erase the watermark.
In the most interesting way the watermark doesn’t add any kind of code bloat, which is very imperative because it is neural network which can be incredibly intensive. But with accordance to Marc Ph. Stoecklin, Manager at Cognitive Cybersecurity Intelligence, IBM Research, and also the co- author of his latest project.
His project is in its early stage but IBM is trying to eventually plan the use of the technique in their internal way, for getting this commercialized as the development should always continue in their fastest form so that they will get all kind of solutions.
