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Formal Methods for Privacy - School of Computer Science

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The document discusses the complex nature of privacy, highlighting its varying definitions across cultures and contexts. It emphasizes the dual role of technology in privacy, where new technologies can both threaten and help preserve privacy rights. The authors argue for the application of formal methods to address privacy challenges, identifying opportunities for research within this field. The paper outlines different types of privacy violations, the impact of technological advancements on privacy concerns, and potential technical solutions to enhance privacy protection.

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What are the four elements of privacy?

Evaluating the four Ps of privacy is also a process I recommend my law students to follow when attacking their final in my privacy law class. The four Ps of privacy are people, places, platforms, and purposes.

What is the science of privacy methods?

A privacy technique is a mechanism used to achieve control over who receives and how they use personally identifiable information (PII), helping the owner or possessor of PII to manage and protect their privacy in online environments.

What are formal methods in computer science?

Formal methods are system design techniques that use rigorously specified mathematical models to build software and hardware systems. In contrast to other design systems, formal methods use mathematical proof as a complement to system testing in order to ensure correct behavior.

What is a privacy preserving technique?

Privacy preserving techniques including data anonymization such as k-anonymity, or differential privacy (DP) can be used to reduce privacy risk in shared data. Privacy preserving techniques can reduce the risk from unexpected privacy infringement after releasing public data.

What are the 4 types of privacy?

The 7 Types of Privacy Privacy of the Individual. You can think of privacy of the individual as bodily autonomy. Privacy of Behavior and Action. Privacy of Communication. Privacy of Personal Data. Privacy of Thoughts and Feelings. Privacy of Location and Space. Privacy of Association.