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Insights and research from our global cybersecurity team.

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Public Report – Google Privacy Sandbox Aggregation Service and Coordinator

During the winter of 2022, Google engaged NCC Group to conduct an in-depth security review of the Aggregation Service, part of Google’s Privacy Sandbox initiative. Google describes the Aggregation Service as follows: The Privacy Sandbox initiative aims to create technologies that both protect people’s privacy online and give companies and developers tools to build thriving […]


Public Report – WhatsApp Auditable Key Directory (AKD) Implementation Review

In August 2023, Meta engaged NCC Group’s Cryptography Services practice to perform an implementation review of their Auditable Key Directory (AKD) library, which provides an append-only directory of public keys mapped to user accounts and a framework for efficient cryptographic validation of this directory by an auditor. The library is being leveraged to provide an […]


Building Intuition for Lattice-Based Signatures – Part 2: Fiat-Shamir with Aborts

Introduction This two-part blog series aims to build some intuition for the main techniques that are used to construct lattice-based signatures, focusing in particular on the techniques underlying Falcon and Dilithium, the two lattice-based signature schemes selected for standardization by the National Institute of Standards and Technology (NIST). In part 1 of this two-part blog […]


Building Intuition for Lattice-Based Signatures – Part 1: Trapdoor Signatures

Introduction Since the first lattice-based cryptography results in [Ajtai96], lattices have become a central building block in quantum-resistant cryptosystems. Based on solving systems of linear equations, lattice-based cryptography adds size constraints or error terms to linear systems of equations, turning them into quantum-computer resistant one-way or trapdoor functions. Since the first theoretical cryptosystems of the […]