Oziegbe, T. E.; Ojugo, P. A. A.; Edje, A. E.; Osezele, A. N. CONVOLUTIONAL NEURAL NETWORK DEEP LEARNING AND DIGITAL TWIN TECHNOLOGY FOR INTRUSION DETECTION, REAL-TIME ANALYTICS AND DIGITAL TRANSFORMATION OF THE OIL & GAS INDUSTRY: A REVIEW OF LITERATURE. FJS 2026, 10 (7), 287-295. https://doi.org/10.33003/fjs-2026-1007-5024.