# Frequently Asked Questions

###### We gathered questions you might have and answered all of them on this page

#### Categories

###### Privacy and Privacy Enhancing Technologies

###### Privacy Attacks

###### Privacy Regulations and Legal Considerations

###### Differential Privacy Basics

###### The Implementation of Differential Privacy

###### The Role of Noise and Epsilon in Differential Privacy

###### The Future of Differential Privacy

###### Differential Privacy and Machine Learning

###### Ethics and Differential Privacy

###### Confidential Computing Basics

###### Confidential Computing and the Cloud

###### The Implementation of Confidential Computing

###### About Our Products

[**What Is the Importance of Data Protection in Transit and at Rest in Cloud Security?**](https://www.oblivious.com/faq/what-is-the-importance-of-data-protection-in-transit-and-at-rest-in-cloud-security)

[**What Role Do Privacy-Enhancing Technologies Play in Machine Learning?**](https://www.oblivious.com/faq/what-role-do-privacy-enhancing-technologies-play-in-machine-learning)

[**What Is the Role of Homomorphic Encryption in Privacy Protection?**](https://www.oblivious.com/faq/what-is-the-role-of-homomorphic-encryption-in-privacy-protection)

[**How Does Federated Learning Relate to Privacy?**](https://www.oblivious.com/faq/how-does-federated-learning-relate-to-privacy)

[**What Is Confidential Computing and Why Is It Important?**](https://www.oblivious.com/faq/what-is-confidential-computing-and-why-is-it-important)

[**What Is the Role of Differential Privacy in Modern Data Analysis?**](https://www.oblivious.com/faq/what-is-the-role-of-differential-privacy-in-modern-data-analysis)

[**What Challenges Do Privacy Expectations Present to Technological Development?**](https://www.oblivious.com/faq/what-challenges-do-privacy-expectations-present-to-technological-development)

[**What Are the Challenges in Applying Privacy-Enhancing Technologies?**](https://www.oblivious.com/faq/what-are-the-challenges-in-applying-privacy-enhancing-technologies)

[**What Is Anonymisation in the Context of Data Privacy?**](https://www.oblivious.com/faq/what-is-anonymisation-in-the-context-of-data-privacy)