Deployment Isn’t the Final Step – Monitoring Machine Learning Models in Production
Unless you’ve been living in a cave for the last decade, you’ve probably heard of the concept of a machine learning system at least once in your life. Whether it’s auto-translation, auto-completion, face or voice recognition, recommendation systems or autonomous driving, AI-based systems can be found in almost every aspect ... Read More
From Thousands of Security Alerts to a Handful of Insights
Understanding an attacker’s workflow and how Attack Analytics hunts them down In recent years we’ve seen a significant increase in the number and complexity of cyber-attacks. The accessibility of public tools and their automation capabilities, as well as distributed and anonymization features that enable attackers to work under the radar, ... Read More
How Imperva’s New Attack Crowdsourcing Secures Your Business’s Applications
Attacks on applications can be divided into two types: targeted attacks and “spray and pray” attacks. Targeted attacks require planning and usually include a reconnaissance phase, where attackers learn all they can about the target organization’s IT stack and application layers. Targeted application attacks are vastly outnumbered by spray and ... Read More
