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Daemon Tools suffered a monthlong supply-chain attack; signed installers backdoored Windows versions 12.5.0.2421-2434, stealing data from thousands globally, targeting 12 high-value orgs.
Learn to modify container resources in suspended Kubernetes Jobs using the v1.36 beta feature, with step-by-step instructions and practical tips for batch workloads.
Step-by-step guide to using Kubernetes v1.36's AtomicFIFO feature and observability improvements to prevent controller staleness and incorrect actions.
Step-by-step guide to enabling and configuring tiered memory protection with Memory QoS in Kubernetes v1.36, including feature gate setup, memoryReservationPolicy, cgroup verification, and monitoring metrics.
Learn to use Kubernetes v1.36's in-place vertical scaling for pod-level resources. Step-by-step guide with prerequisites, patch command, and tips.
Learn how to enable and use pod-level resource managers in Kubernetes v1.36 for performance-sensitive workloads, with step-by-step instructions and practical tips.
Guide to defending vSphere environments against BRICKSTORM malware, focusing on VCSA hardening, monitoring, and best practices to secure the virtualization layer.
Germany sees 92% surge in data leak posts in 2025, driven by Mittelstand targeting, AI translations, and a pivot from UK, regaining top European extortion spot.
AI models accelerate vulnerability discovery, creating a critical risk window. Defenders must harden software and prepare unhardened systems with AI-enhanced strategies. This Q&A covers attack lifecycle compression, economic shifts, and actionable steps.
UNC6692 used Teams impersonation, email flooding, custom AutoHotKey malware, and the SNOWBELT browser extension to infiltrate a network.
Q1 2026 sees return of state-ordered internet shutdowns in Uganda and Iran, plus power outages, conflict, and tech failures disrupt connectivity globally.
Cloudflare and Stripe launch a new protocol enabling AI agents to create accounts, buy domains, and deploy sites without manual steps, backed by $100k startup credits.
Cloudflare makes post-quantum encryption for IPsec generally available, using hybrid ML-KEM to protect WANs against harvest-now-decrypt-later attacks; interoperates with Fortinet and Cisco.
Cloudflare launches Dynamic Workflows, enabling multi-tenant platforms to run durable, per-tenant workflows without static code bindings, bridging a key gap in serverless dynamic deployment.
Cloudflare completes 'Fail Small' network hardening after 2025 outages, introducing Snapstone for automated rollback and safer config changes.
State-space models solve memory limits in video world models via block-wise SSM scanning and local attention, enabling efficient long-context AI planning.
Researchers from PSU, Duke, and collaborators introduce automated failure attribution for LLM multi-agent systems, launching the Who&When benchmark to pinpoint which agent caused a failure and when.
MIT's SEAL framework enables LLMs to autonomously update weights via self-editing and reinforcement learning, marking a concrete step toward self-evolving AI amid recent research and industry speculation.
ByteDance's Astra uses a dual-model architecture (Astra-Global and Astra-Local) for robot navigation, overcoming limitations of traditional rule-based systems through hierarchical multimodal learning.
Researchers introduce automated failure attribution for LLM multi-agent systems, creating the Who&When dataset and developing methods to pinpoint which agent caused a failure and when—reducing manual debugging.