Agentic System Security Regression Testing Task

An Agentic System Security Regression Testing Task is a security testing task that validates agentic systems against OWASP LLM vulnerabilitys to prevent security degradation.

• AKA: Agent Security Testing Task, LLM Security Regression Test, AI System Vulnerability Testing, OWASP Compliance Testing for Agents.
• Context:
  • It can typically probe for prompt injection vulnerabilitys through adversarial input testing with boundary case exploration.
  • It can typically detect data leakage risks by testing information disclosure patterns and context bleeding.
  • It can typically validate access control enforcement for tool usage permissions and resource authorization.
  • It can often assess hallucination-based attacks that exploit factual inconsistency for misinformation spread.
  • It can often verify rate limiting mechanisms to prevent denial of service attacks and resource exhaustion.
  • It can often integrate with security scanning tools for automated vulnerability detection and compliance reporting.
  • It can range from being a Basic Security Test to being a Comprehensive Security Test, depending on its threat coverage.
  • It can range from being a Static Security Test to being a Dynamic Security Test, depending on its execution method.
  • It can range from being a Automated Security Test to being a Manual Security Test, depending on its human involvement.
  • It can range from being a Periodic Security Test to being a Continuous Security Test, depending on its execution frequency.
  • ...
• Examples:
  • Prompt Injection Testing Tasks, such as:
    • System Prompt Extraction Test detecting instruction override attempts.
    • Jailbreak Detection Test identifying safety bypass techniques.
  • Data Security Testing Tasks, such as:
    • PII Leakage Test validating personal information protection.
    • Training Data Extraction Test preventing memorization attacks.
  • Access Control Testing Tasks, such as:
    • Tool Authorization Test verifying capability restrictions.
    • Multi-Tenant Isolation Test ensuring data separation.
  • ...
• Counter-Examples:
  • Functional Testing Task, which validates feature correctness rather than security propertys.
  • Performance Testing Task, which measures efficiency rather than vulnerability.
  • Static Code Analysis, which examines source code without runtime security behavior.
• See: Security Testing, OWASP LLM Top 10, Agentic System Regression Testing Task, Vulnerability Assessment, Penetration Testing, AI Security, Prompt Injection.

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