Inferensys

Glossary

Trusted Setup Ceremony

A multi-party computation protocol used to generate the common reference string for a ZKP system, where security relies on at least one participant destroying their generated toxic waste.
Developer demonstrating multi-agent tool use, agent tool selection interface on laptop, casual tech demo moment.
CRYPTOGRAPHIC PARAMETER GENERATION

What is Trusted Setup Ceremony?

A multi-party computation protocol used to generate the common reference string for a ZKP system, where security relies on at least one participant destroying their generated toxic waste.

A Trusted Setup Ceremony is a multi-party computation (MPC) protocol that generates the Common Reference String (CRS) required by certain zkSNARK systems like Groth16. The protocol proceeds sequentially, with each participant contributing a random secret to generate new structured parameters. The foundational security guarantee is the '1-of-N' trust model: the entire ceremony remains secure as long as a single participant destroys their generated randomness, known as toxic waste, preventing anyone from forging proofs.

The primary risk is the leakage of toxic waste, which would allow an attacker to create convincing but false proofs. To mitigate this, ceremonies often involve dozens of geographically and institutionally diverse participants using air-gapped machines. Modern alternatives like transparent setup protocols (e.g., zkSTARKs) or universal setup schemes (e.g., Plonk) eliminate the per-circuit ceremony requirement, replacing the MPC ritual with publicly verifiable randomness or a single, updatable ceremony for all circuits.

CRYPTOGRAPHIC FOUNDATIONS

Core Properties of a Trusted Setup Ceremony

A trusted setup ceremony is a multi-party computation (MPC) protocol that generates the structured reference string required for certain zkSNARK systems. Its security relies on the 'toxic waste' being destroyed by at least one honest participant.

01

1-of-N Security Model

The fundamental security guarantee of a trusted setup ceremony is the 1-of-N trust assumption. The entire protocol remains secure as long as a single participant is honest and destroys their secret randomness. Even if all other participants collude maliciously, they cannot reconstruct the toxic waste needed to forge proofs. This transforms a centralized trust assumption into a decentralized, probabilistic one where the ceremony's integrity scales with the number of independent, verifiable participants.

02

Toxic Waste

Toxic waste refers to the secret random values generated by each participant during the ceremony. If these values are retained, an attacker can construct false proofs that pass verification. The term originates from Zcash's original ceremony. Key properties:

  • Each participant generates a secret scalar
  • The secret is combined with the previous state using multi-exponentiation
  • The participant must irretrievably destroy this secret after their contribution
  • The final structured reference string is a function of all secrets combined
03

Sequential Contribution

The ceremony proceeds as a sequential chain of contributions, not parallel. Each participant:

  1. Downloads the current state of the Common Reference String (CRS)
  2. Verifies all previous contributions using pairing checks
  3. Generates fresh randomness and updates the CRS
  4. Publishes the updated state with a proof of correct contribution This sequential structure ensures that the final parameters are a product of all independent randomness sources, creating a cryptographic ratchet that cannot be reversed.
04

Verifiable Contributions

Each participant must produce a proof of correct contribution that can be verified by all subsequent participants and external observers. This prevents malicious actors from sabotaging the ceremony by submitting invalid updates. The verification typically involves:

  • Pairing-based checks confirming the update is consistent
  • Zero-knowledge proofs attesting knowledge of the secret without revealing it
  • Public transcripts allowing perpetual auditability of every contribution This ensures the ceremony is publicly verifiable from start to finish.
05

Circuit-Specific vs. Universal

Trusted setups fall into two categories:

Circuit-Specific (e.g., Groth16)

  • The ceremony is tied to a single circuit
  • Any change to the circuit requires a new ceremony
  • Produces the smallest proof sizes and fastest verification

Universal & Updatable (e.g., Plonk)

  • A single ceremony supports any circuit up to a bounded size
  • New circuits can be added without re-running the ceremony
  • The setup can be perpetually updated with new contributions to strengthen security over time
06

Entropy Sources & Platform Security

Participants must generate high-quality randomness in an environment isolated from potential exfiltration. Best practices include:

  • Air-gapped machines disconnected from all networks
  • Multiple entropy sources: hardware RNG, mouse movement, radioactive decay
  • Ephemeral operating systems booted from read-only media
  • Physical destruction of storage media after contribution
  • Witness encryption to protect secrets during the contribution process Compromised entropy generation can undermine the entire ceremony's security, making operational security paramount.
TRUSTED SETUP CEREMONY

Frequently Asked Questions

A trusted setup ceremony is a multi-party computation protocol used to generate the common reference string for a ZKP system, where security relies on at least one participant destroying their generated toxic waste. The following questions address the mechanics, security assumptions, and practical implementations of these ceremonies.

A trusted setup ceremony is a multi-party computation (MPC) protocol that generates the Common Reference String (CRS) required by certain Zero-Knowledge Proof systems, such as Groth16 and Plonk. The ceremony proceeds in sequential rounds where each participant contributes a random secret (often called 'toxic waste') to a structured parameter set. The security guarantee is based on the '1-of-N' trust assumption: the entire ceremony is secure as long as at least one participant destroys their secret contribution. If any single participant's randomness remains unknown, the soundness of the proof system is preserved. The process typically involves a coordinator, a verifiable computation to update the parameters, and a public audit trail to ensure no participant cheated.

Prasad Kumkar

About the author

Prasad Kumkar

CEO & MD, Inference Systems

Prasad Kumkar is the CEO & MD of Inference Systems and writes about AI systems architecture, LLM infrastructure, model serving, evaluation, and production deployment. Over 5+ years, he has worked across computer vision models, L5 autonomous vehicle systems, and LLM research, with a focus on taking complex AI ideas into real-world engineering systems.

His work and writing cover AI systems, large language models, AI agents, multimodal systems, autonomous systems, inference optimization, RAG, evaluation, and production AI engineering.