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Security ResearchOracle SecurityApril 13, 2026

The Oracle Manipulation Playbook: 27 Patterns DeFi Builders Keep Missing

Oracle risk is rarely just “bad price feed.” The real question is whether an attacker can influence the value, timing, fallback, or interpretation of a price used in sensitive accounting.

Atlas checks include spot-vs-TWAP misuse, stale rounds, cross-market circularity, insufficient liquidity windows, rate-provider assumptions, and unsafe shutdown behavior.

Near-term focus: improve PoC templates so teams can quickly distinguish theoretical oracle issues from practical manipulation paths.

Where Atlas is focused now

Current focus is security-audit revenue: no/low-deposit bounty targets, DeFi pre-audit scanning, and proof-driven report candidates. Future focus is packaging the repeatable parts into Atlas security skill packs and done-with-you validation.