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Blog

Why ERC-4337 Bundler Logic Demands Its Own Audit Framework

Standard smart contract audits are blind to the systemic risks posed by ERC-4337 bundlers. Their privileged role in ordering, batching, and submitting UserOperations creates a novel attack surface for MEV extraction, censorship, and front-running that demands a new security paradigm.

introduction
THE NEW ATTACK SURFACE

Introduction

ERC-4337's bundler logic introduces a unique, systemic risk vector that traditional smart contract audits fail to capture.

Bundlers are systemic infrastructure. They are not just relayers; they are the decentralized sequencers for account abstraction, responsible for ordering, simulating, and submitting user operations. A logic flaw here compromises the entire user operation mempool, not a single contract.

Audit scope is fundamentally different. Traditional audits focus on contract state transitions. Bundler audits must analyze off-chain logic, mempool economics, and MEV extraction vectors, similar to the risks seen in Flashbots and EigenLayer operator networks.

The simulation requirement is the vulnerability. Bundlers must simulate operations for validity. A malicious actor can craft an operation that simulates successfully but fails on-chain, enabling Denial-of-Service (DoS) attacks that drain bundler resources and block the network.

Evidence: The Pimlico team's bundler, a leading implementation, processes over 2 million user operations monthly. A single logic bug in its validation could stall a significant portion of the ERC-4337 ecosystem.

thesis-statement
THE STATE TRANSITION GAP

The Core Argument: Bundlers Are Not Just Infrastructure

ERC-4337 bundlers execute complex, stateful logic, creating a new attack surface that traditional infrastructure audits miss.

Bundlers execute stateful logic. Unlike a simple RPC node relaying signed transactions, a bundler validates UserOperations, simulates execution, and constructs a bundle. This deterministic validation logic is a protocol-level responsibility, not mere plumbing.

Audit scope is fundamentally different. Infrastructure audits check for uptime and API correctness. A bundler security audit must verify the correctness of its mempool rules, simulation engine, and fee logic to prevent censorship or fund loss.

Failure is systemic, not isolated. A flawed AltLayer or Stackup bundler implementation doesn't just go offline; it can cause mass transaction reverts or enable MEV extraction at the protocol level, breaking user guarantees.

Evidence: The Pimlico bundler's simulation engine had to be formally verified to prevent invariant violations that would allow invalid bundles onchain, a risk absent in standard node client audits.

ERC-4337 BUNDLER SECURITY

Standard Audit vs. Bundler-Specific Audit: A Gap Analysis

A direct comparison of audit scope and coverage for traditional smart contracts versus the specialized components of an ERC-4337 bundler.

Audit Focus AreaStandard Smart Contract AuditBundler-Specific Audit

UserOperation Mempool Validation

Paymaster Pre-Funding & Sponsorship Logic

Aggregator Signature Verification

MEV Extraction & Censorship Resistance

Basic Tx Sequencing

PBS, OFAs, Builder Logic

Gas Estimation for Arbitrary Callchains

Single Tx

Multi-op, Multi-chain

Handling Failed UserOperations

Revert

Partial Bundle Execution, Safe Failure Modes

Audit Artifact

Contract Source Code

Source Code + Node.js/Go Client Logic

Avg. Critical Bug Bounty Range

$50k - $250k

$250k - $1M+

deep-dive
THE VULNERABILITY

Deconstructing the Bundler Attack Surface

ERC-4337's bundler logic introduces unique attack vectors that demand a dedicated security framework beyond smart contract audits.

Bundlers are execution oracles. They simulate and submit UserOperations, making subjective decisions about transaction ordering and inclusion that create MEV extraction surfaces similar to block builders on Ethereum L1.

Simulation logic is the primary attack vector. Malicious smart accounts can craft operations that pass simulation but fail execution, forcing bundlers to waste gas. This DoS vulnerability requires bundlers like those from Stackup or Alchemy to implement complex validation heuristics.

Audits must target the bundler-client interface. The P2P mempool specification and the eth_sendUserOperation RPC endpoint are new, untested layers where invalid data or spam can cripple network liveness.

Evidence: The ERC-4337 reference bundler in JavaScript was not built for production, leaving teams like Pimlico and Biconomy to develop custom, unaudited node software that handles billions in potential user funds.

protocol-spotlight
AUDIT GAP ANALYSIS

How Leading Bundlers Are (Or Aren't) Addressing This

Standard smart contract audits are insufficient for the complex, stateful logic of ERC-4337 bundlers. Here's how the ecosystem is adapting.

01

The Problem: Stateful Execution is a New Attack Surface

Bundlers manage a mempool of UserOperations, handle simulation and ordering, and execute atomic bundles. This creates unique risks like:\n- Mempool poisoning and DoS via invalid ops\n- Front-running and MEV extraction within the bundle\n- Simulation griefing causing failed transactions and wasted gas

~500ms
Simulation Window
10k+
Ops/Hour
02

Stackup's Guard: Proactive Simulation & Reputation

Stackup's bundler implements a reputation system and aggressive simulation to mitigate systemic risk. This approach:\n- Scores senders based on historical op success to filter spam\n- Pre-validates ops against a recent state to reduce on-chain failures\n- Creates a defensive mempool, shifting risk assessment off-chain

>99%
Success Rate
-90%
Revert Waste
03

Alchemy & Pimlico: The Outsourced Risk Model

Major RPC providers offer bundler APIs but treat the core node as a black-box dependency (e.g., on Reth or Geth). This outsources critical security:\n- Relies on node client integrity for simulation accuracy\n- Abstracts away mempool logic, creating audit opacity\n- Centralizes risk on a few infrastructure codebases

$10B+
Aggregate TVL
2-3
Core Clients
04

The Solution: A Bundler-Specific Audit Framework

A new framework must test the end-to-end flow, not just contracts. Critical audit vectors include:\n- Mempool isolation: Preventing op leakage between bundles\n- Simulation fidelity: Ensuring local state matches on-chain execution\n- Atomicity guarantees: Verifying all-or-nothing bundle submission

5+
New Test Vectors
10x
Complexity Increase
counter-argument
THE SURFACE ARGUMENT

The Steelman: "It's Just Code, Audit the Code"

A naive view holds that auditing the core ERC-4337 contracts is sufficient for security, ignoring the critical off-chain execution layer.

The core contracts are simple. The EntryPoint, AccountFactory, and Paymaster logic are minimal and deterministic. Auditing them, as firms like OpenZeppelin and Trail of Bits have done, provides a false sense of completeness.

The real complexity is off-chain. The bundler's mempool logic and transaction simulation are not part of the on-chain standard. This creates a trust boundary where a bundler's implementation dictates security.

Compare to a sequencer. An L2 sequencer's code is a single point of failure, just like a bundler. Auditing Arbitrum's Nitro or Optimism's Bedrock is mandatory; a bundler deserves the same scrutiny.

Evidence: The Pimlico bundler team's public audit by Spearbit focused on DoS vectors and simulation integrity, proving the bundler-specific attack surface is distinct and critical.

FREQUENTLY ASKED QUESTIONS

FAQ: Bundler Security for Builders and Auditors

Common questions about why ERC-4337 bundler logic demands its own, specialized audit framework.

Bundlers are hybrid systems requiring both smart contract and off-chain logic audits. A standard contract audit misses critical off-chain components like mempool simulation, transaction ordering, and DoS protection. Frameworks like Pimlico's userop.js and Stackup's Bundler introduce unique stateful logic that interacts with EntryPoint contracts in novel ways, creating new attack surfaces.

takeaways
BEYOND SMART CONTRACT SECURITY

TL;DR: The New Audit Mandate

ERC-4337's modular architecture introduces systemic risks that traditional smart contract audits are not designed to catch, demanding a new framework focused on the bundler's logic and its interaction with the wider ecosystem.

01

The Problem: The Bundler is a New Attack Surface

The bundler is a privileged, off-chain actor that can censor, front-run, or reorder UserOperations. Traditional audits focus on on-chain contract logic, but the bundler's mempool logic and economic incentives are a new, untested attack vector.

  • Risk: Centralization of power in a few bundler implementations (e.g., Stackup, Alchemy).
  • Blind Spot: MEV extraction logic and transaction ordering are opaque.
1 of 3
Critical Risk Vectors
Off-Chain
Attack Surface
02

The Solution: End-to-End State Transition Audits

Audits must simulate the full UserOperation lifecycle, from the client to the EntryPoint. This requires testing the bundler's validation logic, paymaster sponsorship checks, and aggregation rules against malicious or edge-case inputs.

  • Focus: Ensure atomicity of the validateUserOp -> handleOps flow.
  • Tooling Gap: Existing fuzzers like Foundry need extensions for off-chain component simulation.
100%
Flow Coverage
E2E
Test Scope
03

The Problem: Paymaster-Bundler Incentive Misalignment

Paymasters (like Biconomy, Candide) reimburse bundlers for gas, creating a trust assumption. A malicious or buggy bundler could drain a paymaster's deposit by spamming invalid ops, or a paymaster could refuse payment post-execution.

  • Systemic Risk: A compromised paymaster can brick dependent accounts.
  • Audit Gap: Economic security models and slashing conditions are not formally verified.
$M+
Deposit at Risk
Trust Assumption
Critical Flaw
04

The Solution: Adversarial Network Simulation

Model the bundler-paymaster-account factory network as a multi-agent game. Use agent-based simulation to stress-test for liveness failures and extractable value under adversarial conditions, similar to analyses done for Cosmos or Polkadot validators.

  • Output: Quantify the minimum staking/penalty required for safety.
  • Benchmark: Measure censorship resistance against a cartel of bundlers.
N-Agent
Simulation
Game Theory
Framework
05

The Problem: Mempool Privacy & Front-Running

The ERC-4337 mempool is public by default, exposing UserOperation intent. This recreates the same MEV issues seen on Uniswap and Ethereum L1, but now with more complex transactions. Bundlers become the new block builders.

  • Exploit: Sandwich attacks on token approvals within a UserOperation.
  • Audit Blind Spot: Privacy-preserving tech (e.g., SUAVE, Flashbots) integration is not audited.
Public
Intent Exposure
MEV Vector
Recreated
06

The Solution: Intent-Based Architecture Review

Audit the bundler's compliance with intent standards and its integration with privacy layers. Evaluate if the system's design allows for future integration with CowSwap-style solvers or Across-like relayers without breaking security guarantees.

  • Criteria: Can user intent be fulfilled without leakage?
  • Future-Proofing: Ensure architecture doesn't preclude encrypted mempools like Shutter Network.
Intent
Preservation
Future-Proof
Design
ENQUIRY

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