AI and Quantum Network Applications in Business and Medicine Machine Learning-Based Classification and Prediction of DDoS Attacks Using Naive Bayes
Hemantha Kumar G., K. Senthil Kumar · Advances in computational intelligence and robotics book series · 2024
Artificial Intelligence (AI) and Quantum Networks represent transformative technologies with significant implications for both business and medicine. AI's capacity to analyze vast amounts of data and make predictive insights, combined with quantum networks' unparalleled speed and security, holds the potential to revolutionize various sectors. This paper explores the applications of AI and quantum networks in business and medicine, highlighting their synergistic benefits and the future landscape they promise. Concurrently, Distributed Denial of Service (DDoS) attacks pose noteworthy risks, particularly in the realm of cybersecurity. These attacks typically originate from either the request layer or the network layer, exploiting the interconnectedness of systems within a network. The impact of DDoS attacks can range from severe disruptions to targeted servers to inconveniencing users attempting to access specific services, resulting in reputational damage, productivity losses, revenue setbacks, and even theft for large businesses and financial institutions.