StealthEX’s Carola added that “opacity is a double-edged sword,” noting that it reduces front-running, but “also obscures manipulation attempts, especially in a leveraged environment.” “To address this, a ‘dark’ perp DEX must implement adaptive risk engines and behavioral anomaly detection, ideally with cryptographic accountability baked in,“ she said.