Verification of GossipSub in ACL2s

November 15, 2023 ยท The Ethereal ยท ๐Ÿ› International Workshop on the ACL2 Theorem Prover and Its Applications

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Authors Ankit Kumar, Max von Hippel, Panagiotis Manolios, Cristina Nita-Rotaru arXiv ID 2311.08859 Category cs.LO: Logic in CS Cross-listed cs.CY, cs.DC, cs.NI Citations 2 Venue International Workshop on the ACL2 Theorem Prover and Its Applications Last Checked 5 months ago
Abstract
GossipSub is a popular new peer-to-peer network protocol designed to disseminate messages quickly and efficiently by allowing peers to forward the full content of messages only to a dynamically selected subset of their neighboring peers (mesh neighbors) while gossiping about messages they have seen with the rest. Peers decide which of their neighbors to graft or prune from their mesh locally and periodically using a score for each neighbor. Scores are calculated using a score function that depends on mesh-specific parameters, weights and counters relating to a peer's performance in the network. Since a GossipSub network's performance ultimately depends on the performance of its peers, an important question arises: Is the score calculation mechanism effective in weeding out non-performing or even intentionally misbehaving peers from meshes? We answered this question in the negative in our companion paper by reasoning about GossipSub using our formal, official and executable ACL2s model. Based on our findings, we synthesized and simulated attacks against GossipSub which were confirmed by the developers of GossipSub, FileCoin, and Eth2.0, and publicly disclosed in MITRE CVE-2022-47547. In this paper, we present a detailed description of our model. We discuss design decisions, security properties of GossipSub, reasoning about the security properties in context of our model, attack generation and lessons we learnt when writing it.
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