Several studies have explored the application of ML in cybersecurity threat detection. For example, [1] proposed a supervised learning approach using a random forest algorithm to detect malware. [2] used an unsupervised learning approach to identify anomalies in network traffic. [3] proposed a deep learning approach using a convolutional neural network to detect phishing attacks.
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