Agentic System Security Regression Testing Task
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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.
- ...
- Prompt Injection Testing Tasks, such as:
- 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.