Artificial Intelligence for Cybersecurity

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Malware and Network Intrusion Detection and Analysis

Over the years, malware has evolved significantly, emerging as a pervasive global threat to our digital existence. The daily influx of malware has surged exponentially, posing a formidable challenge to security companies. These companies are tasked with scrutinizing hundreds of thousands of malicious samples daily, a workload that undeniably impacts their operational efficiency. This volume sometimes surpasses an astounding 1 million distinct files each day. Simultaneously, the classification of malware has attained heightened significance. New instances of malware incorporate increasingly sophisticated techniques designed to outsmart signature-based detectors and operate discreetly for ...