Hands-On Artificial Intelligence for Cybersecurity

Ensuring performance and scalability

Without a doubt, the performances of AI-based cybersecurity solutions are crucial to guarantee their success, especially if the objective to be achieved is to detect intrusion attempts or security breaches as quickly as possible. This translates into ensuring the low latency of the responses. However, the requirement of low latency contrasts with the very nature of the algorithms, which usually entail high computational loads. Furthermore, it is often difficult to guarantee the scalability of AI solutions when the amount of data to be processed grows explosively (as is typical in modern big data scenarios).

In order to guarantee an adequate level of performance, it is therefore necessary to act on the ...