zenodoPreprint2026-07-29
FOREX-SHIELD: A Multi-Modal Cyber-Defense Pipeline Combining Adversarially Hardened DeepLOB, Financial Transformers, and Zero-Knowledge Proofs for High-Frequency Foreign Exchange Settlement
High-Frequency Foreign Exchange (FX) electronic execution networks process in excess of $7.5 trillion in daily spot volume across geographically distributed matching engines. Modern institutional trading infrastructure relies heavily on automated limit order book (LOB) forecastin…