II.
LibraryProcess overview
Reference · livelib-process:security-research--ai-ml-security-research
ai-ml-security-research overview
Security research for AI/ML systems including adversarial attacks, model extraction, data poisoning, and prompt injection vulnerabilities. Covers both traditional ML and LLM security concerns.
Attributes
displayName
ai-ml-security-research
description
Security research for AI/ML systems including adversarial attacks, model extraction,
data poisoning, and prompt injection vulnerabilities. Covers both traditional ML and LLM security
concerns.
libraryPath
library/specializations/security-research/ai-ml-security-research.js
specialization
security-research
references
- - OWASP LLM Top 10: https://owasp.org/www-project-top-10-for-large-language-model-applications/ - Adversarial Robustness Toolbox: https://github.com/Trusted-AI/adversarial-robustness-toolbox
example
const result = await orchestrate('specializations/security-research/ai-ml-security-research', {
projectName: 'LLM Security Assessment',
modelType: 'llm',
targetModel: { endpoint: 'https://api.example.com/v1/chat' }
});
usesAgents
- vuln-researcher
- security-report-writer
Outgoing edges
lib_applies_to_domain1
- domain:cybersecurity·DomainCybersecurity
lib_belongs_to_specialization1
- specialization:security-research·Specialization
lib_implements_workflow1
- workflow:vulnerability-management·Workflow
uses_agent2
- lib-agent:security-research--vuln-researcher·LibraryAgentVulnerability Researcher Agent
- lib-agent:security-research--security-report-writer·LibraryAgentSecurity Report Writer Agent
Incoming edges
None.