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Lecture

Privacy Evaluation: Systematic Approach

Description

This lecture covers a systematic approach to privacy evaluation, focusing on concepts like confidentiality, pseudonymity, anonymity, unlinkability, and unobservability. It explains how to model privacy mechanisms, determine what adversaries can observe, and evaluate privacy properties. The case study on SwissCovid illustrates practical applications of these concepts, emphasizing the importance of achieving anonymity and confidentiality in sensitive data sharing. Strategies to enhance privacy, such as obfuscation and plausible deniability, are discussed in detail, along with the role of probabilistic analysis. The lecture concludes with insights on common techniques, adversary models, and the collaboration between privacy and security researchers.

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Related concepts (32)

Anonymity

Anonymity describes situations where the acting person's identity is unknown. Some writers have argued that namelessness, though technically correct, does not capture what is more centrally at stake in contexts of anonymity. The important idea here is that a person be non-identifiable, unreachable, or untrackable. Anonymity is seen as a technique, or a way of realizing, a certain other values, such as privacy, or liberty.

Plausible deniability

Plausible deniability is the ability of people, typically senior officials in a formal or informal chain of command, to deny knowledge of or responsibility for actions committed by or on behalf of members of their organizational hierarchy. They may do so because of a lack or absence of evidence that can confirm their participation, even if they were personally involved in or at least willfully ignorant of the actions.

Pseudonym

A pseudonym (ˈsjuːdənɪm; ) or alias (ˈeɪli.əs) is a fictitious name that a person or group assumes for a particular purpose, which differs from their original or true name (orthonym). This also differs from a new name that entirely or legally replaces an individual's own. Many pseudonym holders use pseudonyms because they wish to remain anonymous, but anonymity is difficult to achieve and often fraught with legal issues.

Privacy

Privacy (UK, US) is the ability of an individual or group to seclude themselves or information about themselves, and thereby express themselves selectively. The domain of privacy partially overlaps with security, which can include the concepts of appropriate use and protection of information. Privacy may also take the form of bodily integrity. There have been many different conceptions of privacy throughout history. Most cultures recognize the right of an individual to withhold aspects of their personal lives from public record.

Privacy law

Privacy law is the body of law that deals with the regulating, storing, and using of personally identifiable information, personal healthcare information, and financial information of individuals, which can be collected by governments, public or private organisations, or other individuals. It also applies in the commercial sector to things like trade secrets and the liability that directors, officers, and employees have when handing sensitive information.

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