Members-Only
Recent Talks & Demos are for members only
You must be an AI Tinkerers active member to view these talks and demos.
JSON Field PII Redaction Models
We compare multiple PII detection models on structured and unstructured JSON, showing latency, precision, and recall trade‑offs for field‑level redaction.
When we started to build a prototype that could pull out specific fields from json and redact PII, it became clear that there are a number of things that make this difficult. For example, the network latency of calling an NLP many times for each field or instead sending many fields together which can reduce the precision and recall of the PII detection models. We ran testing on various PII detection models on structured and unstructured data and we would like to present the results from our experiments in the hope it would be useful for others.
Evervault secures payment data via enclaves, dual-custody tokenization, and decryption policies.