security operations
AI SOC vendors are selling a future that production deployments haven’t reached yet
Vendors selling AI-powered security operations platforms have built their pitches around a consistent set of promises: autonomous threat investigation, dramatic reductions in …
Measuring security performance in real-time, not once a quarter
Most organizations have invested heavily in security products over the past decade. The assumption embedded in that spending is that more tools equal better protection. Tim …
OT teams are losing the time advantage against industrial threat actors
In many industrial environments, internet-facing gateways, remote access appliances, and boundary systems sit close enough to production networks that attackers can move from …
Allama: Open-source AI security automation
Allama is an open-source security automation platform that lets teams build visual workflows for threat detection and response. It includes integrations with 80+ types of …
Security teams are carrying more tools with less confidence
Enterprise environments now span multiple clouds, on-premises systems, and a steady flow of new applications. Hybrid and multi-cloud setups are common across large …
Security teams are paying more attention to the energy cost of detection
Security teams spend a lot of time explaining why detection systems need more compute. Cloud bills rise, models retrain more often, and new analytics pipelines get added to …
StackRox: Open-source Kubernetes security platform
Security teams spend a lot of time stitching together checks across container images, running workloads, and deployment pipelines. The work often happens under time pressure, …
Turning plain language into firewall rules
Firewall rules often begin as a sentence in someone’s head. A team needs access to an application. A service needs to be blocked after hours. Translating those ideas into …
OpenAEV: Open-source adversarial exposure validation platform
OpenAEV is an open source platform designed to plan, run, and review cyber adversary simulation campaigns used by security teams. The project focuses on organizing exercises …
Zabbix: Open-source IT and OT observability solution
Zabbix is an open source monitoring platform designed to track the availability, performance, and integrity of IT environments. It monitors networks along with servers, …
How agentic AI is changing the SOC
In this Help Net Security video, David Norlin, CTO of Lumifi, explores the role of agentic AI in the security operations center (SOC). He explains what agentic AI is, how it …
Kubernetes matures as AI and GitOps reshape operations
Kubernetes has moved well past its early adoption phase. The new Komodor 2025 Enterprise Kubernetes Report shows that technical teams are shifting their focus from running …
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