We use cookies to ensure that you have the best experience on our site.

What is Data generation?

Data generation is the process of creating synthetic or real data using AI models, algorithms, or statistical methods. It is used for AI training, testing environments, and data augmentation to improve model performance while ensuring privacy and regulatory compliance.

Streaming Data
Streaming data refers to continuous, real-time data generated from sources like sensors, social media, and financial transactions. It is processed using frameworks like Apache Kafka and Spark Streaming for low-latency analytics.
Data-centric security
Data-centric security is an approach that prioritizes protecting data itself rather than securing only networks or applications. It includes encryption, access control, and tokenization to safeguard sensitive information. This method ensures data remains secure during storage, transmission, and processing, making it a crucial aspect of cybersecurity in cloud computing and enterprise environments.
Compartmentalization (information security)
Compartmentalization is a security principle that restricts access to information based on user roles and privileges. It minimizes security risks by ensuring that sensitive data is only accessible to authorized individuals.