Nicola AA. Deep Neural Networks for Enhancing Robustness in Facial Authentication and Deepfake Detection for Driven Data Poisoning Attacks and  Defense Strategies. Am. J. Appl. Res. AI. 2026;1(2):60-70. doi:10.54536/ajarai.v1i2.7972