top of page
ExplaInable AI (2).png


The complicated TreeShap XAI algorithm for automative is very  computationally expensive, making it very hard to deploy for Automative AI problems. It is also difficult to map to hardware accelerators such as GPUs. AI4SEC is working on implementing GPU&FPGATreeShap with approximate  Gradient boosting histogram based algorithms.


Financial transactions (e.g. Credit card) fraud identified  x15 times faster with AI4SEC HW Accelerated Algorithms. (XGBoost etc)

WhatsApp Image 2022-02-18 at 09.31.35.jpeg
WhatsApp Image 2022-02-18 at 09.52.13.jpeg


Hardware Acceleration of Digital twin AI algorithms for Manufacturing

bottom of page