Red Teaming Agents
Autor: XenonStack
Simulate real-world attacks with AI Red Team agents to harden cloud, SOC, and AI systems.
Red Teaming Agents
Red Teaming Agents is an Azure-native adversarial assurance platform that orchestrates a fleet of AI-powered Red Team agents to continuously test and strengthen enterprise resilience. It covers the full adversarial kill chain, from external surface mapping to policy enforcement and evidence generation, ensuring continuous security validation across infrastructure, data pipelines, and AI systems.
Key Benefits
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Continuous Adversarial Testing: Automate red-team exercises against infrastructure, pipelines, and models.
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SOC Readiness: Stress-test detections, playbooks, and analyst triage with replayable evidence.
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Model-Aware Attacks: Extend beyond bias testing to cover prompt injection, tool misuse, and data exfiltration.
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Governed Execution: Run scoped tests with sandboxing, HITL approvals, and immutable audit logs.
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Compliance Assurance: Generate audit-ready packs aligned with ISO, NIST, GDPR, and the EU AI Act.
How It Works
Red Teaming Agents orchestrates specialized adversarial agents across the attack chain:
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ReconSentry maps external surfaces and exposed assets.
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ExploitScout discovers CVEs and builds exploit paths.
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PhishCrafter generates targeted phishing payloads.
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PayloadMutator evades EDR/AV with polymorphic payloads.
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EvasionSim models lateral movement, privilege escalation, and C2 behaviors.
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AlertSpoofer injects synthetic signals to test SIEM and SOC playbooks.
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TTPComposer orchestrates MITRE ATT&CK–mapped attack sequences.
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DataPoison validates pipeline integrity against poisoning and schema drift.
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PolicySentinel enforces governance and HITL approvals before live actions.
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EvidencePackager compiles replayable, audit-ready evidence packs.
Business Impact
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Resilience Validation: Continuously uncover weaknesses across IT, data, and AI assets.
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Enhanced SOC Performance: Improve detection accuracy and analyst readiness.
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Operational Assurance: Automate adversarial testing without manual red-team overhead.
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Regulatory Compliance: Produce evidence to meet global cybersecurity and AI assurance standards.
Ideal For
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Red Team Engineers
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SOC Analysts
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ML Engineers
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Risk & Compliance Officers
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CISOs & Security Leaders
Industry Fit
Perfect for:
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Financial Services & Banking
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Healthcare & Life Sciences
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Retail & E-Commerce
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Manufacturing & Logistics
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Government & Defense
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Technology & Cloud Service Providers