HARNESSING THE POWER OF AI AND ML TRANSFORMING CYBERSECURITY IN THE CLOUD ERA

Abstract

The significance of cybersecurity in today's increasingly digital environment cannot be emphasised. As technology has developed, new risks and weaknesses have emerged, necessitating sophisticated defences. Machine learning (ML) combined with artificial intelligence (AI) has become a formidable weapon in the fight against cyber threats. This paper offers a careful outline of the latest uses of machine learning (ML) and artificial intelligence (artificial intelligence) in network safety. The review features significant purposes of man-made intelligence and ML in network protection, resolving recent concerns and raising unconditional worries for additional examination. The moral and legitimate consequences of their execution are additionally stressed in the report. They investigated momentum hardships and open exploration worries, with an emphasis on the latest advances in network safety utilizing artificial intelligence and ML. The discoveries propose that further innovative work on the mix of simulated intelligence and ML into network safety frameworks has a great deal of commitment. Among the most encouraging applications found are network security, malware recognition, and interruption location and reaction. The survey demonstrates that while 42% of associations believe should do as such, half of associations have previously incorporated computer-based intelligence and ML into their network protection frameworks. 8% of organizations, nonetheless, feel that the second isn't as yet proper to execute these innovations.