M. U. Haider, “Big Data in Risk Management in Banking : Big data is changing risk management from backward looking function into real-time. By using big data multiple transactions are monitored, and fraud detection is reduced to 50%. Although risks remained but the benefits are valuable such as faster detection and greater predictive accuracy”, PakTech, vol. 1, no. 16, pp. 431–432, Aug. 2026.