PrivacyMedium
GPT-2 Reportedly Reproduced Personal Data from Its Training Data
- Occurred
- Feb 14, 2019
- Published
- Mar 18, 2021
- Source
- AI Incident Database
Summary
OpenAI's GPT-2 reportedly memorized and reproduced portions of its training data, including personal information such as names, email addresses, social media handles, and phone numbers. Researchers raised concerns that large language models could expose private or sensitive information when trained on web-scale datasets containing personal data.
Developers
- OpenAI
Deployers
- OpenAI
Harmed parties
- People whose personal data was included in GPT-2 training data
- GPT-2 users
- Privacy
- Biometric data subjects
Classification
Category confidence: 95%
Severity confidence: 90%
Rationale: Model memorized and regurgitated PII from training data, constituting a privacy violation.
Classifier: Qwen/Qwen3.5-35B-A3B-FP8