Privacy-preserving techniques
It’s important to note that data privacy is a fundamental right, and individuals have the right to control how their personal information is collected, used, and shared. Moreover, as discussed above, a lack of data privacy protection can lead to serious consequences such as identity theft, financial fraud, and discrimination.
In the context of data analysis, an adversary refers to an entity or party that actively seeks to gain unauthorized access to, or exploit, sensitive data, disrupt the data analysis process, or manipulate the results for their own benefit or malicious intent. Adversaries in data analysis can include individuals, organizations, or automated systems that aim to compromise the integrity, confidentiality, or availability of the data or the analysis process itself.
Organizations can implement various privacy-preserving techniques that allow for the analysis of data while still protecting the privacy of individuals. We’...
