Secure group messaging protocols, now standardized by the IETF as Messaging Layer Security (MLS), provide end-to-end encryption for billions of users. The cryptographic core of these protocols is continuous group key agreement (CGKA), a primitive designed to maintain a shared secret among a dynamic group while providing security guarantees like forward secrecy and post-compromise security. A critical challenge for CGKA is achieving efficiency, particularly sublinear complexity (in the size of the group), for group operations. While practical tree-based protocols like TreeKEM offer logarithmic complexity in ideal (so-called "fair-weather") scenarios, their performance degrades to linear in the worst-case, and even realistic average-case, scenarios. This performance collapse raises the fundamental question of whether any CGKA protocol can achieve provably sublinear worst-case complexity.
Prior work has established significant barriers to this goal, including black-box impossibility results ruling out efficient constructions from standard public-key encryption. Theoretical solutions circumvent these barriers using powerful tools like indistinguishability obfuscation (), but these constructions are astronomically inefficient and often provide weaker security guarantees, such as lacking forward secrecy. This leaves a wide gap between practical protocols with poor worst-case guarantees and theoretical solutions that are entirely impractical.
In this paper, we narrow this gap by presenting the first CGKA protocol that achieves provably logarithmic worst-case complexity for both computation and communication. Our first construction is based on a falsifiable and plausibly post-quantum assumption called decomposed learning with errors (decomposed LWE), and achieves basic CGKA security (only group members know the key) and post-compromise security, but not forward secrecy. We then show how to extend our scheme in the random oracle model to achieve optimal security (including forward secrecy) while retaining worst-case sublinear communication. However, the forward-secure refresh operation takes linear time in the group size, while still producing compact ciphertexts.
Our work is the first to establish that worst-case efficient CGKA is theoretically possible from simple falsifiable assumptions. Moreover, it offers a plausible roadmap towards concretely efficient constructions.