Data access restrictions play an essential role in keeping confidential information secure and private. They can be used to limit access to data to only individuals who have earned the right through rigorous vetting.

This includes project vetting, researcher training and the use of physical or virtual secure lab environments. In some instances an embargo is required to protect research findings until they are ready to be published.

A variety of access control models are available, including Discretionary Access Control (DAC) which means that the administrator or owner decides who can access specific systems, databases or resources. This model offers important link flexibility however it could lead to security risks as individuals may accidentally give access to people they should not be granted access. Mandatory Access Control (MAC), is a mandatory and standard feature in government or military settings, where access is regulated by information classification and clearance levels.

Access control is necessary to meet the requirements of industry compliance for safety and security of information. By using the best practices for access control and adhering to established policies, organizations can prove conformity in audits or inspections. They can also avoid penalties and fines, and ensure trust among customers or clients. This is particularly important in environments that are under the control of regulations such as GDPR, HIPAA, and PCI DSS. By reviewing and updating regularly access rights for current and former employees, companies can make sure that sensitive data isn’t exposed to users who aren’t authorized. This requires an attentive audit of permissions and making sure that access is deprovisioned automatically when employees leave the company or change their roles.