Anatomy of a DeFi Security Audit: What We Look For
Inside the process of auditing smart contracts — common vulnerabilities, tools, and methodologies that keep billions safe.
Marcus Rivera
Cryptography Researcher
January 25, 2026
16 min read
The Stakes Are Real
DeFi protocols hold billions in TVL. A single vulnerability can — and has — led to catastrophic losses. Security auditing is the last line of defense.
Common Vulnerability Classes
Audit Methodology
Phase 1: Automated Analysis
├── Slither (static analysis)
├── Mythril (symbolic execution)
└── Echidna (property-based fuzzing)
Phase 2: Manual Review
├── Line-by-line code review
├── Business logic verification
├── Economic attack modeling
└── Cross-contract interaction analysis
Phase 3: Formal Verification
├── Invariant specification
├── Mathematical proof of properties
└── Certora / K Framework verification
A Real Example
// VULNERABLE: reentrancy
function withdraw(uint amount) external {
require(balances[msg.sender] >= amount);
(bool success, ) = msg.sender.call{value: amount}("");
require(success);
balances[msg.sender] -= amount; // State update AFTER external call
}
// FIXED: checks-effects-interactions
function withdraw(uint amount) external {
require(balances[msg.sender] >= amount);
balances[msg.sender] -= amount; // State update BEFORE external call
(bool success, ) = msg.sender.call{value: amount}("");
require(success);
}
Every audit is a race against creative attackers. The methodology must be systematic, thorough, and paranoid.