Tag Archives: Machine Learning

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Deep learning: administer the vaccine before the infection takes hold

Staying at the bleeding edge of innovation is the only way to outpace attackers. However, most organizations are settling for a mitigation approach to cybersecurity which only engages once the adversaries have breached the perimeter. Attacks then need to run before they’re picked up and checked to see if they’re malicious, sometimes taking as long as 60 seconds. When dealing with an unknown threat, 60 seconds is too long to wait for analysis. A prevention approach is far more effective, explains Brooks Wallace, VP EMEA at Deep Instinct, as it operates on the basis that the attackers are not permitted to come within arm’s length of the network perimeter. And at the centre of this approach is deep learning. 

Ontologies in information security

Alexander Moiseev Chief Business Officer at Kaspersky outlines how ‘ontology’ (a formal process of categorising and drawing relationships in data) holds huge potential to accelerate cybersecurity.