Deletion-Compliance in the Absence of Privacy
This work addresses the challenge of implementing deletion-compliance in systems where privacy is not feasible, potentially enabling more data collectors to comply with legal requirements like the right to be forgotten.
The paper tackles the problem of defining deletion-compliance for the 'right to be forgotten' without requiring privacy, proposing an alternative definition that allows broader data collectors to demonstrate compliance and be paired with various privacy notions. It shows this definition is implied by a stronger one under natural conditions, equivalent with added privacy, composable, and met by history-independent data structures.
Garg, Goldwasser and Vasudevan (Eurocrypt 2020) invented the notion of deletion-compliance to formally model the "right to be forgotten", a concept that confers individuals more control over their digital data. A requirement of deletion-compliance is strong privacy for the deletion requesters since no outside observer must be able to tell if deleted data was ever present in the first place. Naturally, many real world systems where information can flow across users are automatically ruled out. The main thesis of this paper is that deletion-compliance is a standalone notion, distinct from privacy. We present an alternative definition that meaningfully captures deletion-compliance without any privacy implications. This allows broader class of data collectors to demonstrate compliance to deletion requests and to be paired with various notions of privacy. Our new definition has several appealing properties: - It is implied by the stronger definition of Garg et al. under natural conditions, and is equivalent when we add a privacy requirement. - It is naturally composable with minimal assumptions. - Its requirements are met by data structure implementations that do not reveal the order of operations, a concept known as history-independence. Along the way, we discuss the many challenges that remain in providing a universal definition of compliance to the "right to be forgotten."