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Help Net Security

Police arrest 10 suspected members of Black Axe cybercrime gang ShinyHunters claims it stole 1.4 million records from Udemy Sevii unveils Cyber Swarm Defense Mode to stop AI-driven attacks at scale Alleged Chinese hacker extradited to US over cyberattacks targeting COVID-19 research Cequence Agent Personas bring granular control and governance to enterprise AI agents NowSecure MARI gives enterprises evidence-based visibility into third-party mobile app risk The metrics killing your SOC, and what to use instead US state privacy fines reached $3.425 billion in 2025 Canada’s first SMS blaster case leads to three arrests Linux storage management tool Stratis 3.9.0 adds online encryption and cache-less pool startup TLS Connect gives SMBs a right-sized automated tool to manage TLS certificates Aptori expands its platform with autonomous offensive testing to reduce security bottlenecks Your IAM was built for humans, AI agents don’t care The AI criminal mastermind is already hiring on gig platforms 25 open-source cybersecurity tools that don’t care about your budget Product showcase: LuLu reveals unauthorized outbound connections from Mac apps Week in review: Claude Mythos finds 271 Firefox flaws, Vercel breach Users advised to drop passwords and make room for passkeys - Help Net Security Indirect prompt injection is taking hold in the wild - Help Net Security Compromised everyday devices power Chinese cyber espionage operations - Help Net Security New Cisco firewall malware can only be killed by pulling the plug - Help Net Security Meta is overhauling how you sign in, manage settings, and protect your accounts - Help Net Security Ubuntu 26.04 LTS delivers memory-safe system tools and live patching for Arm servers - Help Net Security OpenAI’s GPT-5.5 is out with expanded cybersecurity safeguards - Help Net Security AI is speeding up nation-state cyber programs - Help Net Security A study of 1,000 Android apps finds a privacy policy logging gap - Help Net Security IT spending to hit $6.31 trillion record, thanks to AI - Help Net Security Where AI in CI/CD is working for engineering teams - Help Net Security With AI's help, North Korean hackers stumbled into a near-undetectable attack - Help Net Security Hacker with a special interest in breaching sports institutions ends behind bars - 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Help Net Security Product showcase: Syncthing for secure, private file synchronization - Help Net Security Week in review: Acrobat Reader flaw exploited, Claude Mythos offensive capabilities and limits Google wipes out 602 million scam ads with Gemini on duty Researcher drops two more Microsoft Defender zero-days, all three now exploited in the wild GitLab 18.11 brings agentic AI to security fixes, CI pipelines, and delivery analytics Liongard upgrades LiongardIQ with AI access, live asset data, and deeper discovery Mozilla challenges enterprise AI providers with Thunderbolt, open-source AI client under your control Codex can now operate between apps. Where are the boundaries? 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Selector extends AI-driven observability into multi-cloud environments
Industry New · 2026-05-19 · via Help Net Security

Selector has announced the expansion of its platform with AI-powered multi-cloud observability capabilities. The extension of Selector’s AI-driven observability approach into multi-cloud environments enables organizations to correlate signals across the full hybrid path. By unifying rich telemetry data from cloud, network, and infrastructure into a shared intelligence layer, Selector gives teams a more complete, actionable view of incidents and true root cause.

As cloud adoption and hybrid infrastructure expansion have become the operational norm, teams need a way to preserve context across the full environment rather than investigating network, infrastructure, and cloud issues in separate silos. While the hybrid path has become mission-critical, correlation across that path was never built into monitoring architecture.

The resulting complexity and dependencies on domain-specific tools make finding root causes harder and outages last longer, thereby increasing operational burden on enterprises. For enterprises migrating to hybrid environments, this visibility gap is no longer just inconvenient; it is costly.

Unlike tools that treat cloud and network observability as separate domains, the Selector solution is built around the end-to-end operational path. Its differentiation starts with how data is ingested, enriched, and correlated from the point of collection onward. Selector’s patented data ingestion model harmonizes the data across different domains while preserving context across cloud, network, and infrastructure telemetry.

Selector AI and ML engines work on this harmonized data to correlate disparate signals from across domains, identify what changed, determine where an issue started, and explain how far the impact extends.

The new capabilities include:

  • Unified multi-cloud data ingestion: Selector ingests and harmonizes data from public cloud, private cloud, and on-prem data center environments, providing unified visibility across cloud and hybrid deployments.
  • Cloud-change awareness: Teams can detect infrastructure and configuration changes across cloud environments, helping identify issues such as routing changes or misconfigurations before they cascade into broader incidents.
  • Cloud usage and capacity intelligence: Users gain deep visibility into utilization across cloud constructs and connectivity paths to support right-sizing, planning, and more efficient cloud operations.
  • Vendor-agnostic data pipeline: Organizations can now unify on-prem and cloud signals without forcing teams into separate monitoring silos or requiring replacement of existing tooling.
  • End-to-end path visualization and validation: Organizations can now visualize the full path from on-prem to cloud networks and validate reachability, latency, and connectivity before issues impact users.
  • Cross-domain correlated alerts and root cause analysis: Users can apply the same correlation and analytics across network and cloud telemetry to reduce noise, and accelerate root cause analysis.
  • Topology-aware context: Selector preserves the relationships between assets, services, dependencies, and network paths, maintaining the operational context needed to understand incidents across hybrid environments.

“Modern infrastructure is hybrid by default, but most operations workflows remain fragmented,” said Nitin Kumar, CTO at Selector. “Selector’s solution brings cloud into the same operational model as network observability, giving teams one correlated view across the hybrid path, so they can see the full context, reduce noise, and get to the true root cause faster.”