Tools

Watermarking Tool: Watermarking allows an entity to prove its ownership of a certain dataset, shared or exchanged, thus safeguarding data ownership and providing accountability. To this end, the tool watermarks a given dataset by embedding a secret, called watermarking secret, producing a watermarked version of the original datasets by running a watermark generating algorithm. Later, to prove ownership of the (suspected) dataset (or identification of the infringer), the tool computes the watermarking detection algorithm based on the same watermarking secret(s). 

        References to check: 

        [1] D. İşler, E. Cabana,  A.. Garc ia-Recuero, G. Koutrika, and N. Laoutaris, “Freqywm: Frequency watermarking for the new data economy,” IEEE International Conference on Data Engineering, 2024.Available: https://doi.org/10.48550/arXiv.2312.16547

PoolParty Tool:  PoolParty Semantic Suite is a complete and advanced semantic middleware solution. PoolParty serves as the powerful “glue” between customer databases and applications so that customer knowledge models can continuously evolve in a stable, interconnected environment. One can use PoolParty Semantic Suite for knowledge modeling (taxonomies, thesauri or ontologies), develop and maintain Knowledge Graphs, manage semantic annotation as of PoolPartys comprehensive NLP feature set, and finally build powerful solutions and applications using the PoolParty Application development Framework (ADF). Since 2024 PoolParty furthermore offers genAI features in e g making use of Large Language Models (LLMs) for taxonomy or KGraph enrichment, as well as in the ADF for summarisation and powerful semantic search including a prompt-refinement engine.
As semantic middleware PoolParty provides rich APIs for integration into existing technology stacks.

References to check:

    [1] Tool website: https://www.poolparty.biz/

    [2]Tool documentation: https://help.poolparty.biz/