Anonymization
INFO
Anonymization becomes especially important when you want to use models hosted outside of Switzerland, such as OpenAI's GPT. However, for our models hosted in Switzerland, your inputs never leave the country at any time.
In an era where data privacy is of utmost importance, we proudly present our privacy-focused Large Language Model (LLM) AI service hosted in Switzerland. Our platform is specifically designed for developers who prioritize data security and privacy. The cornerstone of our technology is the integration of Microsoft's Presidio, a leading tool for effective data anonymization and deanonymization.
Enhancing GDPR Compliance through Advanced Data Anonymization Techniques
Our data anonymization service provides effective solutions for organizations aiming to comply with the General Data Protection Regulation (GDPR). Although no system can guarantee complete anonymity, our service makes significant contributions to GDPR compliance.
How It Works: By analyzing data streams and utilizing Machine Learning (ML) and Natural Language Processing (NLP), our service can recognize various types of sensitive information, such as names, addresses, social security numbers, and credit card details.
Main Features
Data Recognition
We use both predefined and custom classifiers to identify sensitive data. These are based on patterns, heuristics, and ML models.
Anonymization Methods
After identifying sensitive data, it can be anonymized through methods such as replacement, redaction, and generalization. This keeps the data usable while minimizing privacy risks.
GDPR Compliance
The GDPR sets strict requirements for handling personal data, especially regarding consent, data protection, and the right to be forgotten. Our service supports GDPR compliance by:
Minimizing Data Access
By anonymizing sensitive data, we reduce the risk of data breaches, thus adhering to the data protection principles of the GDPR.
Strengthening the Rights of Data Subjects
Our service facilitates the processing of requests from data subjects, such as data deletion, by precisely identifying personal data.
Risk Management
By reducing identifiable data, our service helps to mitigate risks associated with data processing.
Limitations and Custom Implementations
Although our tool is powerful, it must be acknowledged that complete anonymization cannot be guaranteed due to constantly evolving data interpretation and linking techniques. However, our anonymization framework is designed to be extensible and allows for custom implementations. These tailored solutions can enhance the effectiveness of data anonymization, considering both specific data landscapes and individual compliance requirements. Contact us to learn more about how we can support you.
TIP
To ensure your data never leaves Switzerland, you can always use our LLM models operated in Switzerland.
Conclusion
Our anonymization service is an innovative solution for organizations seeking a balance between data utilization and privacy. It significantly supports GDPR compliance through its advanced anonymization techniques. Despite limitations in achieving complete anonymity, the adaptability of our service allows organizations to strengthen their data protection measures.