AgentRiskLayer

Application Security Testing (SAST/DAST)

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This system provides extensive security assessment and risk management for AI agents by combining risk evaluation, adversarial testing, and technical evidence collection to identify vulnerabilities before deployment. Its main features include controlled red team simulations, repeatable attack case trials, detailed risk and confidence measurements, local implementation inspections, and credible remediation reporting, which collectively address issues related to security breaches, misuse, and operational failures in AI systems. Designed for AI developers, security teams, and organizations deploying autonomous agents, it helps ensure trustworthy, resilient, and safe AI operation by proactively identifying potential exploits, reducing vulnerabilities, and supporting better decision-making in secure AI deployment.

AgentRiskLayer can be found in Application Security Testing (SAST/DAST) categories.

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Details

AgentRiskLayer Main Features

• Trust Model
  The system uses an evidence-based approach to trust, separating self-declared risk from observed technical evidence.
• Risk Assessment
  It performs a 25-control risk assessment to find potential security issues and vulnerabilities.
• Red Team Testing
  A controlled red team simulated attacks on the AI agent to find safety problems.
• Agent Description
  You describe what your AI agent can do and what it accesses.
• Assessment Reports
  You can see detailed reports with attack cases, repeated tests, and possible failure points.
• Previews and Trials
  It allows you to preview attack cases and run multiple tests to check the agent's security.
• Attack Path Connection
  The system combines different observations to create real-world failure scenarios.
• Safe Attack Simulation
  It tests the agent against different attack types like prompt injection and memory issues in a dry-run environment.
• Implementation Inspection
  It runs a transparent local scanner for secrets, dependencies, and control signals.
• Remediation and Retesting
  It provides exact controls and evidence requirements for fixing issues and testing again.
• Risk and Confidence Measurement
  The system measures risks, control weaknesses, and the strength of evidence for each answer.

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