SoK: Log Based Transparency Enhancing Technologies

TL;DR

This paper reviews log-based transparency enhancing technologies, discussing their mechanisms, benefits, challenges, and role in accountability, illustrated through examples like Certificate Transparency and cryptocurrencies.

Contribution

It systematically categorizes log-based transparency tools, analyzing their mechanisms, trade-offs, and applications in real-world systems like cryptocurrencies and certificate transparency.

Findings

Log-based transparency mechanisms are crucial for accountability.

Transparency systems face privacy and data release trade-offs.

Examples demonstrate transparency's role in system trust and integrity.

Abstract

This paper systematizes log based Transparency Enhancing Technologies. Based on work on transparency from multiple disciplines we outline the purpose, usefulness, and pitfalls of transparency. We describe the mechanisms that allow log based transparency enhancing technologies to be implemented, in particular logging mechanisms, sanitisation mechanisms and the trade-offs with privacy, data release and query mechanisms, and how transparency relates to the external mechanisms that enable contesting a system and holding system operators accountable. We illustrate this with two examples, Certificate Transparency and cryptocurrencies, and show the role that transparency plays in their function as well as the issues these systems face in delivering transparency.