Publications by authors named "Fatima Zuhra"
Background Artificial intelligence (AI) is revolutionizing healthcare globally by enhancing diagnostic accuracy, predicting patient outcomes, and enabling personalized treatment plans. However, in low- and middle-income countries (LMICs) like Pakistan, the integration of AI into healthcare is limited due to challenges such as lack of funding, provider resistance, and inadequate training. Despite these barriers, there is growing interest among healthcare providers in understanding and adopting AI technologies to improve professional efficiency.
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- Software Defined Networking (SDN) allows centralized control of networks but introduces a single point of failure that increases security risks.
- Network Intrusion Detection Systems (NIDS) aim to prevent intrusions and maintain network security, yet they still face challenges like reducing false alarms and improving detection accuracy.
- Recent advancements in deep learning and machine learning are being explored to enhance SDN-based NIDS, with the paper discussing current research, evaluating new approaches, and highlighting future research opportunities and challenges.