Rohini Dasgupta’s scientific contributions

... The progression from traditional methods to advanced technologies, including scalable vector machines (SVMs) [9] [10] and ensemble methods, has augmented the capability of cybersecurity systems to detect and mitigate threats effectively. This evolution is underscored by a shift towards autonomous, AI-driven security systems, propelled by significant advancements in deep learning and neural network technologies [12]. ...

Reference:

Advanced AI and ML techniques in cybersecurity: Supervised and unsupervised learning, reinforcement learning, and neural networks in threat detection and response