The General Data Protection Regulation (GDPR) is a comprehensive privacy law that went into effect in the European Union (EU) in May 2018.
This regulation has a far-reaching impact on businesses of all sizes, as it applies to any organization that processes personal data of EU citizens, regardless of where the organization is located.
GDPR is an important regulation that has a major impact on organizations that process personal data of EU citizens. Compliance with GDPR requires significant effort, but the benefits in terms of protecting personal data and providing individuals with more control over their information are well worth it. By taking the necessary steps to comply with GDPR, organizations can demonstrate their commitment to privacy and data protection.
Opportunities of a decentralized approach: more accurate and robust models
Another advantage of federated learning is that it can enable training on a much larger and more diverse dataset than would not be possible with a centralized approach. By leveraging the combined data from millions of devices, federated learning enables organizations to train models that are more accurate, diverse, and robust. This leads to better predictions and improved decision-making.
Federated learning has already been applied in a number of areas, including natural language processing, computer vision, and recommendation systems. Some examples of its use include personalizing search results for users, improving the performance of predictive keyboards, and detecting fraudulent transactions.
Protection and control of data in citizen’s hands
Under GDPR, organizations are required to protect the personal data of EU citizens and provide them with more control over their information. This includes obtaining explicit consent for the collection, use, and sharing of personal data, as well as providing individuals with the right to access, modify, and delete their data.
One of the key provisions of GDPR is the requirement for organizations to appoint a Data Protection Officer (DPO). The DPO is responsible for ensuring that the organization complies with GDPR and acts as a point of contact for EU citizens who have concerns about how their data is being handled.
Another important aspect of GDPR is the requirement for organizations to report data breaches to authorities within 72 hours of discovery. Organizations are also required to notify affected individuals of the breach, unless the data is encrypted and the encryption keys are not compromised.
Encryption, firewalls, access control, security audit are the measures shoould be adopted for GDPR compliance
In order to comply with GDPR, organizations must implement robust security measures to protect personal data. This includes encryption, firewalls, access controls, and regular security audits. Organizations must also have a plan in place for responding to data breaches and be prepared to face significant fines for non-compliance.
The impact of GDPR has been significant, as businesses across the EU have had to make significant changes to their data protection practices. However, the regulation has also been praised for raising awareness of privacy issues and giving EU citizens more control over their personal data.
