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January 29, 2025
4 min

Fine-tuning LLMs on Sensitive Data Leads to 19% PII Leakage

Findings from privacy expert David Zagardo reveal PII leakage risks when fine-tuning are very high, reporting a 19% PII leakage rate.

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January 29, 2025
3 min

Data Masking Fails in the Era of LLMs

Data masking is no longer effective in protecting sensitive data when working with language models. Here's the truth behind it.

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January 29, 2025
8 min

How To Check Your Model For Private Data Leakage

When it comes to language models, data masking doesn’t quite cut it. Here's why

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September 9, 2024
4 mins

Why Data Masking Doesn't Work in the World of Language Models

When it comes to language models, data masking doesn’t quite cut it. Here's why

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September 3, 2024
4 mins

How to build Trust with Private Synthetic Data

Unlock insights with confidence using Secludy’s synthetic data platform.

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September 3, 2024
7 mins

Training LLM on Sensitive Data: Risk of PII Leakage

Without proper safeguards, LLMs can expose PII, leading breaches and costly fines

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