DeepKey is a new anti-counterfeiting technique that uses two dimensional material tags along with artificial intelligence driven authentication software to validate products like jewellery, electronics, COVID-19 vaccine etc. The whole process takes less than 3.5 minutes to complete. It involves scanning the tags under electronic microscope to obtain Physically Unclonable Function pattern, which can be categorised and validated by a deep learning model.