AI Blockchain Security Analyst
An AI Blockchain Security Analyst leverages machine learning and AI tooling to audit smart contracts, detect on-chain anomalies, a…
Skill Guide
Smart contract auditing is the systematic, security-focused analysis of blockchain contract code-written in Solidity, Vyper, or Rust-to identify vulnerabilities, logic errors, and economic exploits before deployment.
Scenario
You are given a simplified ERC-20 token contract with known, classic vulnerabilities (e.g., lack of checks-effects-interactions, public burn function).
Scenario
Audit a yield-bearing vault contract where the share price calculation might be manipulable via a flash loan in the same transaction block.
Scenario
Audit a bridge contract where Rust code on Solana (Aptos/Move for advanced track) validates messages from an EVM chain. The core risk is a signature verification flaw or a replay attack.
First-pass tools to detect common vulnerability patterns (reentrancy, unsafe math) and code smells. Run on every commit in CI/CD.
Used to test contract invariants under adversarial, randomized inputs. Essential for finding logic bugs that static analysis misses.
Core environments for writing, deploying, and unit/fuzz testing contracts. Mastery of Foundry is a strong industry signal for EVM auditors.
The final, highest-assurance layer. Formal verification proves specific properties; manual analysis finds subtle business logic flaws.
Answer Strategy
The candidate must demonstrate a structured audit methodology. Start with the proxy's storage layout collision risk. Then analyze the oracle's trust assumptions and attack vectors (stale data, single-source manipulation). Finally, connect the dots: how a malicious implementation upgrade could exploit the oracle dependency to drain funds. Use the 'People-Process-Technology' framework but apply it to 'Proxy-Oracle-Upgrade' logic.
Answer Strategy
Tests risk assessment and stakeholder management. The answer must show prioritization: a 'Critical' severity label regardless of likelihood. It should outline a clear, professional process: 1. Secure, encrypted disclosure to the core team. 2. Provide a precise PoC and patch. 3. Advise on a temporary mitigation (e.g., pause function) if possible. 4. Coordinate the upgrade announcement timeline to avoid tipping off attackers. This is a behavioral test for professionalism under pressure.
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