Tencent Cloud Workload Protection

Darktrace / CLOUD is an AI-driven cloud detection and response solution built to deliver cyber resilience across hybrid and multi-cloud environments. Its Self-Learning AI continuously monitors cloud assets, containers, APIs, users, identities, and network activity to establish normal behavior and detect known, unknown, and novel threats in real time. Cyber AI Analyst triages alerts and accelerates investigations, while platform-native Autonomous Response can neutralize malicious activity with precision without disrupting cloud infrastructure or services. It provides dynamic, real-time visibility into evolving cloud architectures, workloads, access rights, and live detections, helping SecOps and DevOps teams work from a shared view. It prioritizes misconfigurations, excessive permissions, vulnerable devices, and critical attack paths according to business context, supporting proactive risk reduction and cloud compliance.

Juniper Cloud Workload Protection defends application workloads in any cloud or on-premises environment in and against advanced and zero-day exploits, automatically as they happen. It ensures that production applications always have a safety net against vulnerability exploits, keeping business-critical services connected and resilient. Provides real-time protection against attacks and safeguards the application from malicious actions without manual intervention, catching sophisticated attacks that endpoint detection (EDR) and web application firewall (WAF) solutions cannot. Continuously assesses vulnerabilities in applications and containers, detecting serious and critical exploit attempts as they happen. Provides rich, application-level security event generation and reporting, including application connectivity, topology, and detailed information about the attempted attack. Validates the execution of applications and detects attacks without using behavior or signatures.