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 extended durations. As a result, security analysts find themselves in a race against time to detect malware, whether by scrutinizing the infected host or by monitoring the network through which the malware transmits data.
On top of that, malware...
