anomaly detection
Threat Hunting Powered by Efficient and Straightforward Anomaly Detection on Your Data Lake
Effective monitoring and anomaly detection within a data environment are crucial, particularly in today’s data-driven landscape. At Imperva Threat Research, our data lake serves as the backbone for a range of critical ...
How Process Automation Can Help Streamline Security
Process automation is one of the most effective strategies businesses can use to enforce a security-centric culture ...
Detecting Cloud Ransomware with DSPM Anomaly Detection
Introduction Machine-learning (ML) based, anomaly detection systems can enhance ransomware defenses by modeling the behavior of cloud identities (user, group, roles) as they interact with data stores such as AWS S3, GCP ...
Red Sift Taps GPT-4 to Better Identify Cybersecurity Threats
Red Sift today announced it is employing the GPT-4 generative artificial intelligence (AI) platform via a Relevance Detection capability to better determine whether a suspicious online entity should be monitored. Previously, Red ...
Process Monitoring: Detect Malicious Behavior in Your Containers
The default pod provisioning mechanism in Kubernetes has a substantial attack surface, making it susceptible to malevolent exploits and container breakouts. To achieve effective runtime security, your containerized workloads in Kubernetes require ...
Better Anomaly Detection Is Key to Solving the False Positive Problem Once and for All
Keeping up with security alerts can be a Herculean task without the right tools on board. Security teams face more than 11,000 alerts per day on average, according to industry analysts — ...
Aqua Security Uses eBPF to Extend Security Platform
Aqua Security this week at the Kubecon + CloudNativeCon North America conference added a cloud-native detection and response (CNDR) capability based on its open source Tracee software-based platform. Tracee is a threat ...
How Open XDR Can Prevent Cyberattacks
Analytics seems to be the answer for almost anything, and security is no exception. Most professionals agree that analytics could hold the key to uncovering early actions from attackers with the goal ...
What is Anomaly Detection in Cybersecurity?
Anomaly detection, the “identification of rare occurrences, items, or events of concern due to their differing characteristics from the majority of the processed data,” allows organizations to track “security errors, structural defects ...
3 Keys to Defending Active Directory
While perimeter defenses like firewalls and antivirus software remain essential elements of comprehensive network defense, stopping 100% of attacks at the perimeter is an impossibility with today’s ever-evolving attack surface. Eventually, an ...