🔍 SmartGuard

Static Analysis for DeFi Fraud Detection

Extends Slither with three custom detectors targeting the business-logic vulnerabilities that drain wallets — unlimited minting, token impersonation, and unprotected admin functions.

🎯 What SmartGuard Detects

Standard Slither finds reentrancy, integer overflow, and unchecked calls. It finds zero of the patterns that actually fund rug pulls. SmartGuard closes that gap.

Detector	Flag	Severity	Catches
UnlimitedMint	`unlimited-mint`	🔴 HIGH	Public/external mint functions with no supply cap — the mechanism behind most token inflation fraud
FakeTokenName	`fake-token-name`	🟡 MEDIUM	Contracts impersonating ETH, USDT, BTC, WBTC, BNB, USDC or WETH by hardcoding their names
UnprotectedCriticalFunction	`unprotected-critical-function`	🔴 HIGH	`setOwner`, `withdraw`, `transferOwnership`, `selfdestruct` and similar functions callable by anyone

⚡ Quick Start

git clone https://github.com/CodeEvent/SmartGuard.git
cd SmartGuard

py -m venv venv
.\venv\Scripts\Activate.ps1

pip install slither-analyzer solc-select -e .
solc-select install 0.8.0
solc-select use 0.8.0

Verify everything is wired up:

python --version    # 3.10.11
slither --version   # 0.11.5
slither --list-detectors | Select-String "unlimited-mint|fake-token-name|unprotected-critical-function"

You should see three lines back. If not — pip uninstall smartguard -y && pip install -e .

🔬 How the Detectors Work

Each detector runs a multi-stage filtering pipeline against Slither's AST — not raw source text.

Contract AST
     │
     ▼
┌─────────────────────────────────────────────────────┐
│  UnlimitedMint                                       │
│  Stage 1 → keyword filter  (mint, addReward, ...)    │
│  Stage 2 → visibility      (public / external only)  │
│  Stage 3 → modifier check  (onlyOwner? → skip)       │
│  Stage 4 → supply cap      (maxSupply ref? → skip)   │
│                              ↓ no cap, no guard       │
│                           FLAG: HIGH                  │
└─────────────────────────────────────────────────────┘

┌─────────────────────────────────────────────────────┐
│  FakeTokenName                                       │
│  Stage 1 → find name/symbol state variables          │
│  Stage 2 → confirm string assignment                 │
│  Stage 3 → match against 7-token reference list      │
│  Stage 4 → exclusion check (legitimate impl? → skip) │
│                              ↓ impersonation confirmed│
│                           FLAG: MEDIUM                │
└─────────────────────────────────────────────────────┘

┌─────────────────────────────────────────────────────┐
│  UnprotectedCriticalFunction                         │
│  Stage 1 → keyword filter  (setOwner, withdraw, ...) │
│  Stage 2 → modifier check  (only*/admin*? → skip)    │
│                              ↓ no guard               │
│                           FLAG: HIGH                  │
└─────────────────────────────────────────────────────┘

▶️ Running SmartGuard

Single contract

slither .\contracts\scam\test_mint.sol `
  --detect unlimited-mint,fake-token-name,unprotected-critical-function

Single contract with JSON output

slither .\contracts\scam\test_mint.sol `
  --detect unlimited-mint,fake-token-name,unprotected-critical-function `
  --json results\json\test_mint.json

All scam contracts at once

$detect = "unlimited-mint,fake-token-name,unprotected-critical-function"

Get-ChildItem contracts\scam -Recurse -Filter *.sol | ForEach-Object {
    Write-Host "`n--- $($_.Name) ---" -ForegroundColor Cyan
    slither $_.FullName --detect $detect
}

All legit contracts (confirming zero false positives)

Get-ChildItem contracts\legit -Recurse -Filter *.sol | ForEach-Object {
    Write-Host "`n--- $($_.Name) ---" -ForegroundColor Green
    slither $_.FullName --detect $detect
}

Full 17-contract evaluation with output file

"SmartGuard Evaluation — $(Get-Date)" | Out-File results\comprehensive_results.txt
"=" * 60 | Out-File results\comprehensive_results.txt -Append

foreach ($dir in @("scam", "legit")) {
    "`n[$($dir.ToUpper()) CONTRACTS]" | Out-File results\comprehensive_results.txt -Append
    Get-ChildItem "contracts\$dir" -Recurse -Filter *.sol | ForEach-Object {
        "--- $($_.Name) ---" | Out-File results\comprehensive_results.txt -Append
        slither $_.FullName --detect $detect 2>&1 | Out-File results\comprehensive_results.txt -Append
    }
}

Write-Host "Results written to results\comprehensive_results.txt"

🚀 Demo Script

Run the full demonstration:

.\venv\Scripts\Activate.ps1
.\demo.ps1

What `demo.ps1` does

The demo walks through four stages using stratos_unlimited.sol — a Solidity reconstruction of the Stratos Chain contract that received HIGH-risk findings in BlockSec audit report STRATOS-2024-001.

# ============================================================
# demo.ps1 — SmartGuard Live Demonstration
# ============================================================

$detect = "unlimited-mint,fake-token-name,unprotected-critical-function"
$scam   = "contracts\scam\external\stratos_unlimited.sol"
$legit  = "contracts\legit\openzeppelin\ERC20.sol"

Write-Host ""
Write-Host "============================================================" -ForegroundColor Cyan
Write-Host " STAGE 1 — Verify SmartGuard Plugin Registration"            -ForegroundColor Cyan
Write-Host "============================================================" -ForegroundColor Cyan
slither --list-detectors | Select-String "unlimited-mint|fake-token-name|unprotected-critical-function"

Write-Host ""
Write-Host "============================================================" -ForegroundColor Yellow
Write-Host " STAGE 2 — Baseline Slither (no SmartGuard detectors)"       -ForegroundColor Yellow
Write-Host " Contract : $scam"                                             -ForegroundColor Yellow
Write-Host "============================================================" -ForegroundColor Yellow
slither $scam 2>&1

Write-Host ""
Write-Host "============================================================" -ForegroundColor Red
Write-Host " STAGE 3 — SmartGuard Detection"                              -ForegroundColor Red
Write-Host " Contract : $scam"                                             -ForegroundColor Red
Write-Host "============================================================" -ForegroundColor Red
slither $scam --detect $detect 2>&1

Write-Host ""
Write-Host "============================================================" -ForegroundColor Green
Write-Host " STAGE 4 — False Positive Check on Legitimate Contract"       -ForegroundColor Green
Write-Host " Contract : $legit"                                            -ForegroundColor Green
Write-Host "============================================================" -ForegroundColor Green
slither $legit --detect $detect 2>&1

Write-Host ""
Write-Host "Demo complete." -ForegroundColor White

Expected demo output

============================================================
 STAGE 1 — Verify SmartGuard Plugin Registration
============================================================
unlimited-mint                     HIGH
fake-token-name                    MEDIUM
unprotected-critical-function      HIGH

============================================================
 STAGE 2 — Baseline Slither (no SmartGuard detectors)
============================================================
  stratos_unlimited.sol → 0 business-logic findings

============================================================
 STAGE 3 — SmartGuard Detection
============================================================
  [HIGH]    unlimited-mint               addReward()        line 28
  [HIGH]    unprotected-critical-function  withdrawReward() line 35
  [HIGH]    unprotected-critical-function  setOwner()       line 43

  3 findings. Matches BlockSec STRATOS-2024-001. ✅

============================================================
 STAGE 4 — False Positive Check (OpenZeppelin ERC20)
============================================================
  ERC20.sol → 0 findings ✅

🛠 Full Evaluation Workflow

Step 1 — Create output directories

mkdir results\baseline, results\extended, results\json -Force
$detect = "unlimited-mint,fake-token-name,unprotected-critical-function"

Step 2 — Baseline (standard Slither, no SmartGuard)

# Scam contracts
slither contracts\scam\test_mint.sol 2>&1 | Out-File results\baseline\test_mint.txt
slither contracts\scam\scam_fake_eth.sol 2>&1 | Out-File results\baseline\scam_fake_eth.txt
slither contracts\scam\vulnerable_owner.sol 2>&1 | Out-File results\baseline\vulnerable_owner.txt
slither contracts\scam\external\stratos_unlimited.sol 2>&1 | Out-File results\baseline\stratos.txt
slither contracts\scam\external\rugdoc\beetsfarm_rug.sol 2>&1 | Out-File results\baseline\beetsfarm_rug.txt
slither contracts\scam\external\rugdoc\evo_honeypot.sol 2>&1 | Out-File results\baseline\evo_honeypot.txt
slither contracts\scam\external\rugdoc\patrick_finance_rug.sol 2>&1 | Out-File results\baseline\patrick_finance_rug.txt

# Legit contracts
@("ERC20","Ownable","Pausable","ERC721","Math","AccessControl","Address","Context","ReentrancyGuard","SafeERC20") | ForEach-Object {
    slither "contracts\legit\openzeppelin\$_.sol" 2>&1 | Out-File "results\baseline\$_.txt"
}

Step 3 — Extended (SmartGuard detectors)

# Scam contracts
slither contracts\scam\test_mint.sol --detect $detect 2>&1 | Out-File results\extended\test_mint.txt
slither contracts\scam\scam_fake_eth.sol --detect $detect 2>&1 | Out-File results\extended\scam_fake_eth.txt
slither contracts\scam\vulnerable_owner.sol --detect $detect 2>&1 | Out-File results\extended\vulnerable_owner.txt
slither contracts\scam\external\stratos_unlimited.sol --detect $detect 2>&1 | Out-File results\extended\stratos.txt
slither contracts\scam\external\rugdoc\beetsfarm_rug.sol --detect $detect 2>&1 | Out-File results\extended\beetsfarm_rug.txt
slither contracts\scam\external\rugdoc\evo_honeypot.sol --detect $detect 2>&1 | Out-File results\extended\evo_honeypot.txt
slither contracts\scam\external\rugdoc\patrick_finance_rug.sol --detect $detect 2>&1 | Out-File results\extended\patrick_finance_rug.txt

# Legit contracts (all should produce zero findings)
@("ERC20","Ownable","Pausable","ERC721","Math","AccessControl","Address","Context","ReentrancyGuard","SafeERC20") | ForEach-Object {
    slither "contracts\legit\openzeppelin\$_.sol" --detect $detect 2>&1 | Out-File "results\extended\$_.txt"
}

Step 4 — JSON output

Get-ChildItem contracts\scam -Recurse -Filter *.sol | ForEach-Object {
    slither $_.FullName --detect $detect --json "results\json\$($_.BaseName).json"
}

📊 Evaluation Results

Tested against 17 contracts: 7 confirmed fraudulent (3 synthetic, 1 Stratos Chain reconstruction, 3 from RugDoc.io) and 10 legitimate (OpenZeppelin v5.2.0).

Metric	SmartGuard	Baseline Slither
True Positives	25	0
False Positives	0	0
True Negatives	10	10
False Negatives	0	—
Precision	100%	N/A
Recall	100%	N/A
F1-Score	100%	N/A

Audit Correlation — SmartGuard's findings on stratos_unlimited.sol match 100% of the HIGH-risk vulnerabilities identified in BlockSec professional audit report STRATOS-2024-001, at zero cost and in sub-second execution time.

📁 Repository Structure

SmartGuard/
├── contracts/
│   ├── scam/                          # 7 fraudulent contracts
│   │   ├── test_mint.sol              # synthetic — unlimited mint
│   │   ├── scam_fake_eth.sol          # synthetic — token impersonation
│   │   ├── vulnerable_owner.sol       # synthetic — unprotected functions
│   │   └── external/
│   │       ├── stratos_unlimited.sol  # Stratos Chain reconstruction
│   │       └── rugdoc/
│   │           ├── beetsfarm_rug.sol
│   │           ├── evo_honeypot.sol
│   │           └── patrick_finance_rug.sol
│   └── legit/                         # 10 legitimate contracts
│       ├── test.sol                   # Phase 1 development artefact
│       └── openzeppelin/              # OZ v5.2.0 — ERC20, Ownable, Pausable,
│                                      # ERC721, Math, AccessControl, Address,
│                                      # Context, ReentrancyGuard, SafeERC20
├── detectors/
│   ├── __init__.py                    # make_plugin() entry point
│   ├── unlimited_mint.py
│   ├── fake_token_name.py
│   └── unprotected_critical_function.py
├── results/
│   ├── baseline/                      # standard Slither outputs
│   ├── extended/                      # SmartGuard outputs
│   └── json/                          # machine-readable findings
├── demo.ps1                           # live demonstration script
└── setup.py                           # plugin registration

🔧 Troubleshooting

Detectors not registering

pip uninstall smartguard -y
pip install -e .
pip show smartguard
slither --list-detectors | Select-String "unlimited-mint"

OZ contracts fail to compile (missing imports)

Some OZ contracts import siblings that Slither cannot resolve when run individually. This is expected and does not affect the true negative result — Context.sol and ReentrancyGuard.sol compile cleanly in all cases.

Wrong solc version

solc-select use 0.8.0
solc --version    # must show 0.8.0+commit...

Full dependency check

pip list | Select-String "slither|smartguard|solc"
python --version
slither --version
solc --version

🏗 Built On

Slither by Trail of Bits — the static analysis foundation
OpenZeppelin Contracts v5.2.0 — legitimate contract evaluation set
solc-select — compiler version pinning

📄 License

This project is licensed under the Apache License 2.0. You are free to use, modify, and distribute these skills in both personal and commercial projects.

If this project helps your security work, consider giving it a ⭐

⭐ Star · 🍴 Fork · 💬 Discuss · 📝 Contribute

Community project by @CodeEvent. Not affiliated with Slither.

📞 Support

Contact: support_SmartGuard@proton.me

BEng (Hons) Cyber Security dissertation - University of the West of Scotland

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🔍 SmartGuard

Static Analysis for DeFi Fraud Detection

🎯 What SmartGuard Detects

⚡ Quick Start

🔬 How the Detectors Work

▶️ Running SmartGuard

Single contract

Single contract with JSON output

All scam contracts at once

All legit contracts (confirming zero false positives)

Full 17-contract evaluation with output file

🚀 Demo Script

What `demo.ps1` does

Expected demo output

🛠 Full Evaluation Workflow

Step 1 — Create output directories

Step 2 — Baseline (standard Slither, no SmartGuard)

Step 3 — Extended (SmartGuard detectors)

Step 4 — JSON output

📊 Evaluation Results

📁 Repository Structure

🔧 Troubleshooting

🏗 Built On

📄 License

📞 Support

FilesExpand file tree

README.md

Latest commit

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README.md

File metadata and controls

🔍 SmartGuard

Static Analysis for DeFi Fraud Detection

🎯 What SmartGuard Detects

⚡ Quick Start

🔬 How the Detectors Work

▶️ Running SmartGuard

Single contract

Single contract with JSON output

All scam contracts at once

All legit contracts (confirming zero false positives)

Full 17-contract evaluation with output file

🚀 Demo Script

What demo.ps1 does

Expected demo output

🛠 Full Evaluation Workflow

Step 1 — Create output directories

Step 2 — Baseline (standard Slither, no SmartGuard)

Step 3 — Extended (SmartGuard detectors)

Step 4 — JSON output

📊 Evaluation Results

📁 Repository Structure

🔧 Troubleshooting

🏗 Built On

📄 License

📞 Support

What `demo.ps1` does