Monitoring

Darktrace introduced the Behavioral Defense Platform to monitor AI, people, and infrastructure behavior and respond to deviations autonomously.

Hugging Face reported an autonomous agent breached production after malicious data exploited code execution flaws in its pipeline.

Weekly roundup covering rack-scale AI reference design, sovereign cloud and FedRAMP updates, agent security controls, and recent AI security incidents.

Weekly roundup covering AI-RAN updates, AI infrastructure and data platforms, private cloud modernization, and enterprise security releases including AI security budgeting and identity-driven ransomware.

CalAmp said it added general availability remote monitoring for Modbus-enabled specialty equipment, capturing and delivering machine data for operations and maintenance.

Varonis Systems said Varonis Atlas now covers Anthropic’s Claude enterprise suite, adding support for Claude Code and Claude Cowork. The update extends runtime guardrails, activity monitoring, AI security posture management, inventory, and investigations to help secure agent and file-based workflows.

Aviz Networks’ Network Copilot uses LLMs for SD-WAN performance monitoring, anomaly detection, chat queries, compliance import, and ticketing alerts.

Aviz Networks’ guide describes using an LLM-powered Network Copilot for network upgrade checks and compliance.

Aviz Networks’ Network Copilot uses LLMs for SD-WAN monitoring, anomaly detection, and automated security audit reports across vendors.

Guide from Aviz describes VXLAN-enabled Open Packet Brokers for data center monitoring, including centralized traffic management, encapsulation handling, and VXLAN header stripping with IPv4/IPv6.

Guide explains how Aviz Service Node correlates 5G N3 and N11 interfaces to improve traffic visibility, troubleshooting, and performance metrics.

Aviz Networks guide for financial services CISOs outlines packet-level network visibility for API discovery, TLS proof, and real-time behavior monitoring.