Q2 2026 Security & Compliance Report67 incidents, $764M in losses, 88% from operational failures.
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Audit name:

[SCA] Evolve Network | EVOLVE | Jan2025

Date:

Jan 27, 2025

Table of Content

→Introduction
→Audit Summary
→System Overview
→Potential Risks
→Findings
→Appendix 1. Definitions
→Appendix 2. Scope
→Appendix 3. Additional Valuables
→Disclaimer

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Introduction

We express our gratitude to the Evolve Network team for the collaborative engagement that enabled the execution of this Smart Contract Security Assessment.

Evolve Network is a decentralized compute platform designed to democratize AI agents creation, specifically using LLMs hosted on a global GPU grid. Enabling users worldwide to interact with and develop advanced LLM agents through peer-to-peer distributed inferencing (and finetuning) with memory (data hub) and 3rd party tools.

Document

NameSmart Contract Code Review and Security Analysis Report for Evolve Network
Audited ByKornel Światłowski
Approved ByGrzegorz Trawinski
Websitehttps://www.evolvenetwork.ai/→
Changelog09/01/2025 - Preliminary Report
27/01/2025 - Final Report
21/02/2025 - Update Final Report
PlatformEthereum
LanguageSolidity
TagsERC-20, Fee-On-Transfer
Methodologyhttps://hackenio.cc/sc_methodology→
  • Document

    Name
    Smart Contract Code Review and Security Analysis Report for Evolve Network
    Audited By
    Kornel Światłowski
    Approved By
    Grzegorz Trawinski
    Changelog
    09/01/2025 - Preliminary Report
    27/01/2025 - Final Report
    21/02/2025 - Update Final Report
    Platform
    Ethereum
    Language
    Solidity
    Tags
    ERC-20, Fee-On-Transfer

Review Scope

Repositoryhttps://github.com/Evolve-Community/SmartContracts→
Commit74717dd3b3375314dd7b433288ab74a793be6956
Final Commitefd464f9dfb03b286a887729b7a4ab45fbde8dee
Updated Final Commit0ece7123f3e2ac0d4dfd365c386e37e3b1257043
Deployed athttps://etherscan.io/token/0x0f719591e2bcb6fcc3e68b16d2a88c89c6ae0d42#code→

Audit Summary

9Total Findings
9Resolved
0Accepted
0Mitigated

The system users should acknowledge all the risks summed up in the risks section of the report

Documentation quality

  • Functional requirements are present, but only at a high-level.

  • Technical description is not provided.

Code quality

  • Development environment is not configured.

Test coverage

Code coverage of the project is 0% (branch coverage).

  • No tests

System Overview

The EVOLVE contract is an ERC20 token implementation with an initial supply of 42 billion tokens. Whole supply is minted to a deployer. Additional minting is not allowed. It features a fee on transfer mechanism, primarily applied during sales to automated market maker pairs. Collected fee can be swapped for ETH with UniswapV2Router02 and sent to a designated tax wallet.

It has the following attributes:

  • Name: Evolve Network

  • Symbol: EVOLVE

  • Decimals: 18

  • Total supply: 42 * 1e9 * 1e18;

Privileged roles

The Evolve contract uses an Ownable2Step library from OpenZeppelin to restrict access to important functions.

The contract owner can:

  • Lower the sell fee.

  • Retrieve any ETH held in the contract.

  • Retrieve any ERC20 tokens accidentally sent to the contract.

  • Set an address as an automated market maker pair.

  • Excludes or includes an account from fee deductions.

  • Sets the token threshold at which the contract will swap tokens for ETH.

  • Updates the tax wallet.

  • Swaps a specified amount of the contract’s token balance for ETH.

  • Updates the slippage tolerance used in swaps

Potential Risks

Centralized Minting to a Single Address: The project concentrates minting tokens in a single address, raising the risk of fund mismanagement or theft, especially if key storage security is compromised.

Interactions with External DeFi Protocols: Dependence on external DeFi protocols inherits their risks and vulnerabilities. This might lead to direct financial losses if these protocols are exploited, indirectly affecting the audited project.

Default Fee: The initially audited contract had a sell fee of 30%, but after the audit, the deployed code was updated to 45% at launch. However, after contract deployment, the fee was lowered to 3% and can not be increased due to setter restrictions.

Potential Fee Omission: Swaps on UniswapV2 can be executed via UniswapV2Router02 or directly through UniswapV2Pair contracts. To ensure proper fee enforcement, the contract owner must designate both UniswapV2Router02 and all relevant UniswapV2Pair contracts involving the EVOLVE token as AMM addresses. Failure to mark all possible swap paths may result in missed fee collection.

Findings

F-2025-8102Default Tax Wallet Address in EVOLVE Token May Lead to Burned Fees
Status
fixed
Severity

Medium
F-2025-8101Inefficient Swap Mechanism in EVOLVE Increases Transfers Gas Costs for Users
Status
fixed
Severity

Medium
F-2025-8095Exposure To Sandwich Attacks in swapBack() Due to Zero AmountOutMin
Status
fixed
Severity

Medium
F-2025-8103Missing Zero Address Check in setTaxWallet Function Could Lead to Fee Loss
Status
fixed
Severity

Low
F-2025-8098Missing Events For Key Data
Status
fixed
Severity

Observation
F-2025-8094Unsafe Use of transfer() with IERC20
Status
fixed
Severity

Observation
F-2025-8093Missing Two-step Ownership Transfer Process
Status
fixed
Severity

Observation
F-2025-8092Use of transfer() to Send Native Assets May Revert
Status
fixed
Severity

Observation
F-2025-8089Floating Pragma
Status
fixed
Severity

Observation
Code
―
Title
Status
Severity
F-2025-8102Default Tax Wallet Address in EVOLVE Token May Lead to Burned Fees
fixed

Medium
F-2025-8101Inefficient Swap Mechanism in EVOLVE Increases Transfers Gas Costs for Users
fixed

Medium
F-2025-8095Exposure To Sandwich Attacks in swapBack() Due to Zero AmountOutMin
fixed

Medium
F-2025-8103Missing Zero Address Check in setTaxWallet Function Could Lead to Fee Loss
fixed

Low
F-2025-8098Missing Events For Key Data
fixed

Observation
F-2025-8094Unsafe Use of transfer() with IERC20
fixed

Observation
F-2025-8093Missing Two-step Ownership Transfer Process
fixed

Observation
F-2025-8092Use of transfer() to Send Native Assets May Revert
fixed

Observation
F-2025-8089Floating Pragma
fixed

Observation
1-9 of 9 findings

Identify vulnerabilities in your smart contracts.

Appendix 1. Definitions

Severities

When auditing smart contracts, Hacken is using a risk-based approach that considers Likelihood, Impact, Exploitability and Complexity metrics to evaluate findings and score severities.

Reference on how risk scoring is done is available through the repository in our Github organization:

Severity

Description

Critical
Critical vulnerabilities are usually straightforward to exploit and can lead to the loss of user funds or contract state manipulation.

High
High vulnerabilities are usually harder to exploit, requiring specific conditions, or have a more limited scope, but can still lead to the loss of user funds or contract state manipulation.

Medium
Medium vulnerabilities are usually limited to state manipulations and, in most cases, cannot lead to asset loss. Contradictions and requirements violations. Major deviations from best practices are also in this category.

Low
Major deviations from best practices or major Gas inefficiency. These issues will not have a significant impact on code execution.
  • Severity

    Critical

    Description

    Critical vulnerabilities are usually straightforward to exploit and can lead to the loss of user funds or contract state manipulation.

    Severity

    High

    Description

    High vulnerabilities are usually harder to exploit, requiring specific conditions, or have a more limited scope, but can still lead to the loss of user funds or contract state manipulation.

    Severity

    Medium

    Description

    Medium vulnerabilities are usually limited to state manipulations and, in most cases, cannot lead to asset loss. Contradictions and requirements violations. Major deviations from best practices are also in this category.

    Severity

    Low

    Description

    Major deviations from best practices or major Gas inefficiency. These issues will not have a significant impact on code execution.

Potential Risks

The "Potential Risks" section identifies issues that are not direct security vulnerabilities but could still affect the project’s performance, reliability, or user trust. These risks arise from design choices, architectural decisions, or operational practices that, while not immediately exploitable, may lead to problems under certain conditions. Additionally, potential risks can impact the quality of the audit itself, as they may involve external factors or components beyond the scope of the audit, leading to incomplete assessments or oversight of key areas. This section aims to provide a broader perspective on factors that could affect the project's long-term security, functionality, and the comprehensiveness of the audit findings.

Appendix 2. Scope

The scope of the project includes the following smart contracts from the provided repository:

Scope Details

Repositoryhttps://github.com/Evolve-Community/SmartContracts→
Commit74717dd3b3375314dd7b433288ab74a793be6956
Final Commitefd464f9dfb03b286a887729b7a4ab45fbde8dee
Updated Final Commit0ece7123f3e2ac0d4dfd365c386e37e3b1257043
Deployed athttps://etherscan.io/token/0x0f719591e2bcb6fcc3e68b16d2a88c89c6ae0d42#code→
Whitepaperhttps://docs.evolvenetwork.ai/→
Requirementshttps://docs.evolvenetwork.ai/tokenomics/token-utility→
Technical Requirements-

Assets in Scope

EVOLVE - EVOLVE

Appendix 3. Additional Valuables

Verification of System Invariants

During the audit of Evolve Network / EVOLVE, Hacken followed its methodology by performing fuzz-testing on the project's main functions. Foundry →, a tool used for fuzz-testing, was employed to check how the protocol behaves under various inputs. Due to the complex and dynamic interactions within the protocol, unexpected edge cases might arise. Therefore, it was important to use fuzz-testing to ensure that several system invariants hold true in all situations.

Fuzz-testing allows the input of many random data points into the system, helping to identify issues that regular testing might miss. A specific Echidna fuzzing suite was prepared for this task, and throughout the assessment, 6 invariants were tested over 1,000,000 runs each. This thorough testing ensured that the system works correctly even with unexpected or unusual inputs.

Invariant

Test Result

Run Count

Transfer() random amount to not AMM addressPassed1M
Transfer() random amount to AMM address with default feePassed1M
Transfer() to AMM address with default feePassed1M
TransferFrom() random amount to not AMM addressPassed1M
TransferFrom() random amount to AMM address with default feePassed1M
TransferFrom() to AMM address with default feePassed1M
  • Invariant

    Transfer() random amount to not AMM address

    Test Result

    Passed

    Run Count

    1M

    Invariant

    Transfer() random amount to AMM address with default fee

    Test Result

    Passed

    Run Count

    1M

    Invariant

    Transfer() to AMM address with default fee

    Test Result

    Passed

    Run Count

    1M

    Invariant

    TransferFrom() random amount to not AMM address

    Test Result

    Passed

    Run Count

    1M

    Invariant

    TransferFrom() random amount to AMM address with default fee

    Test Result

    Passed

    Run Count

    1M

    Invariant

    TransferFrom() to AMM address with default fee

    Test Result

    Passed

    Run Count

    1M

Additional Recommendations

The smart contracts in the scope of this audit could benefit from the introduction of automatic emergency actions for critical activities, such as unauthorized operations like ownership changes or proxy upgrades, as well as unexpected fund manipulations, including large withdrawals or minting events. Adding such mechanisms would enable the protocol to react automatically to unusual activity, ensuring that the contract remains secure and functions as intended.

To improve functionality, these emergency actions could be designed to trigger under specific conditions, such as:

  • Detecting changes to ownership or critical permissions.

  • Monitoring large or unexpected transactions and minting events.

  • Pausing operations when irregularities are identified.

These enhancements would provide an added layer of security, making the contract more robust and better equipped to handle unexpected situations while maintaining smooth operations.

Disclaimer