# assessments
106 articlestagged with “assessments”
Assessments & Skill Verification
Comprehensive assessment suite for validating AI red teaming knowledge, including section assessments, practice exams, study guides, and hands-on skill verification exercises.
Advanced AI Security Practice Exam 1
Advanced practice exam covering agentic exploitation, training attacks, and frontier research.
Advanced AI Security Practice Exam 2
Second advanced practice exam focusing on multimodal, cloud, and pipeline security.
Agent Security Practice Exam
Practice exam focused on agentic AI security including MCP, A2A, function calling, and multi-agent threats.
AI Governance Practice Exam
Practice exam covering EU AI Act, NIST frameworks, ISO standards, and organizational governance.
Beginner Certification Practice Exam
Full-length practice exam for beginner-level AI security certification covering foundations and basic techniques.
Certified AI Red Teamer Practice Exam 1
Full-length practice exam simulating a certified AI red teamer certification test.
Certified AI Red Teamer Practice Exam 2
Second full-length practice exam with different question set for certification preparation.
Comprehensive Final Practice Exam
Full comprehensive practice exam covering all curriculum areas for final preparation.
Defense Specialist Practice Exam
Practice exam for AI defense specialization covering guardrails, monitoring, and incident response.
Expert Comprehensive Practice Exam 2
Second expert-level comprehensive exam covering frontier research, novel attacks, and advanced defense.
Advanced Governance Practice Exam (Assessment)
Advanced governance practice exam covering international regulation, audit methodologies, and organizational frameworks.
Red Team Operations Practice Exam
Practice exam focused on red team operations including methodology, tooling, and professional practices.
Agentic Security Specialist Practice Exam
Specialized practice exam focusing on agent security, MCP, A2A, and multi-agent systems.
Certified AI Red Teamer Practice Exam 3
Third full-length practice exam covering all certification domains with unique question set.
Certified AI Red Teamer Practice Exam 4
Fourth full-length practice exam focusing on recent attack techniques and emerging threats.
Defense Specialist Practice Exam (Assessment)
Specialized practice exam for AI defense practitioners covering guardrails, monitoring, and architecture.
Expert Certification Practice Exam
Expert-level practice exam covering frontier research, novel attacks, and advanced defense architectures.
Governance Specialist Practice Exam
Specialized practice exam focusing on AI governance, compliance frameworks, and audit methodologies.
Scenario-Based Practice Exam 1
Scenario-based exam presenting realistic situations requiring multi-disciplinary knowledge application.
Timed Challenge Practice Exam 1
Timed challenge exam with strict time limits to test knowledge recall and decision-making under pressure.
Agent Architecture Security Assessment
Assessment covering agent design patterns, tool sandboxing, multi-agent trust, and MCP security.
Agentic Exploitation Assessment
Assessment covering MCP exploitation, function calling abuse, agent memory attacks, and A2A injection.
Cloud AI Platforms Assessment
Assessment covering AWS Bedrock, Azure OpenAI, GCP Vertex AI, and multi-cloud security strategies.
Cloud AI Security Assessment (Assessment)
Assessment covering AWS Bedrock, Azure OpenAI, GCP Vertex AI security configurations and threats.
Code Generation Security Assessment
Assessment on code assistant exploitation, insecure code generation, and code review AI attacks.
Continuous AI Monitoring Assessment
Assessment on monitoring strategies, anomaly detection, alerting thresholds, and operational security.
Data Privacy in AI Assessment
Assessment on training data privacy, membership inference, data extraction, and privacy-preserving techniques.
Defense & Mitigation Assessment
Assessment covering guardrails, classifiers, constitutional AI, and defense-in-depth architectures.
Embedding & Vector Security Assessment
Assessment covering embedding attacks, vector DB poisoning, similarity manipulation, and inversion attacks.
AI Ethics and Legal Assessment
Assessment on ethical frameworks, legal considerations, and responsible disclosure in AI security.
Exploit Development Assessment
Assessment on custom exploit development, payload engineering, tool creation, and automation frameworks.
Fine-Tuning Security Deep Assessment
Advanced assessment on LoRA attacks, PEFT vulnerabilities, alignment degradation, and backdoor techniques.
AI Forensics & IR Assessment
Assessment on AI incident investigation, evidence collection, prompt injection forensics, and response procedures.
Foundations Comprehensive Assessment
Comprehensive assessment covering LLM architecture, tokenization, attention, and basic security concepts.
Governance & Compliance Assessment
Assessment on EU AI Act, NIST AI RMF, ISO 42001, and organizational AI governance frameworks.
Incident Response Assessment
Assessment on AI incident response procedures, evidence collection, and post-incident analysis.
Financial AI Security Assessment
Assessment on financial AI threats, SEC compliance, trading system exploitation, and risk model attacks.
Healthcare AI Security Assessment
Assessment on healthcare-specific AI threats, HIPAA compliance, clinical safety, and medical AI exploitation.
Infrastructure Security Assessment
Assessment covering model serving, container security, API gateway hardening, and deployment pipeline threats.
LLM Architecture Security Assessment
Assessment on transformer internals, tokenization security, attention vulnerabilities, and model-level attacks.
LLMOps Security Assessment
Assessment covering model deployment security, monitoring, CI/CD pipeline hardening, and operational threats.
Model Architecture Deep Dive Assessment
Assessment on transformer internals, attention mechanisms, MoE routing, and architecture-specific vulnerabilities.
Multimodal Attacks Assessment
Assessment on image injection, audio attacks, cross-modal exploitation, and multimodal defense bypass.
Multimodal Defense Assessment
Assessment covering defenses against visual injection, audio attacks, and cross-modal exploitation.
Professional AI Red Teaming Assessment
Assessment covering scoping, methodology, reporting, risk scoring, and client communication.
Prompt Injection Mastery Assessment
Comprehensive assessment covering direct injection, indirect injection, and defense evasion techniques.
RAG & Data Attack Assessment (Assessment)
Assessment on RAG poisoning, embedding attacks, training data extraction, and membership inference.
Red Team Methodology Assessment (Assessment)
Assessment on scoping, planning, execution, and reporting of AI red team engagements.
AI Supply Chain Assessment
Assessment covering model provenance, dependency security, artifact integrity, and deployment verification.
Advanced Tool Proficiency Assessment
Advanced assessment on Garak, PyRIT, HarmBench, and custom tool development proficiency.
Advanced Tradecraft Assessment
Assessment covering OPSEC, evasion, persistence, attribution avoidance, and professional red team operations.
Section Assessments Overview
How to use the AI red teaming section assessments, scoring methodology, and recommended completion order.
Advanced Agentic Exploitation Assessment
Advanced assessment covering MCP exploitation chains, multi-agent attacks, and A2A protocol injection.
Advanced Cloud AI Security Assessment (Assessment)
Advanced assessment on multi-cloud AI security, IAM misconfigurations, and endpoint hardening.
Advanced Code Generation Security Assessment
Advanced assessment on autonomous coding agents, sandbox escapes, and supply chain attacks.
Defense Architecture Assessment
Assessment on designing defense-in-depth architectures for different AI application types.
Advanced Embedding Security Assessment
Advanced assessment on embedding inversion, vector DB attacks, and multimodal embedding exploitation.
Practical Fine-Tuning Security Assessment
Hands-on assessment of LoRA attacks, alignment removal, and backdoor detection in fine-tuned models.
Advanced AI Forensics Assessment
Advanced assessment on model behavior forensics, training data breach analysis, and attack attribution.
Practical Incident Response Assessment
Practical assessment simulating an AI security incident with evidence analysis and response procedures.
AI Infrastructure Security Assessment
Assessment covering model serving, API gateways, container security, and GPU isolation.
Injection Defense Assessment
Assessment on defending against prompt injection including classifiers, guardrails, and output filtering.
Advanced Multimodal Attacks Assessment
Advanced assessment covering cross-modal attacks, steganographic injection, and multimodal defense bypass.
Professional Practice Assessment
Assessment covering team building, client communication, legal considerations, and career development.
Red Team Methodology Assessment (Assessment - W2)
Assessment covering scoping, attack trees, evidence collection, and professional reporting.
Red Team Tradecraft Assessment
Assessment covering OPSEC, evasion, reconnaissance, and professional red team operations.
Advanced Training Pipeline Assessment
Advanced assessment on RLHF exploitation, DPO vulnerabilities, and federated learning attacks.
Skill Verification: Agent Exploitation
Practical skill verification for agent and MCP exploitation techniques.
Skill Verification: Cloud AI Security
Practical verification of cloud AI platform security assessment skills.
Skill Verification: Defense Evaluation
Hands-on verification of ability to evaluate and bypass LLM defense mechanisms.
Skill Verification: Fine-Tuning Attacks
Hands-on verification of fine-tuning-based attack techniques including safety alignment removal.
Skill Verification: AI Forensics
Practical verification of AI incident forensics including log analysis and attack reconstruction.
Skill Verification: Governance Audit
Hands-on verification of AI governance audit skills including framework application and gap analysis.
Skill Verification: Infrastructure Security
Hands-on verification of cloud and infrastructure security assessment skills for AI deployments.
Skill Verification: Multimodal Defense
Practical verification of ability to defend multimodal AI systems against cross-modal attacks.
Skill Verification: Multimodal Attacks
Hands-on verification of multimodal attack capabilities across image, audio, and document modalities.
Skill Verification: Prompt Injection
Hands-on skill verification requiring live exploitation of prompt injection vulnerabilities.
Skill Verification: RAG & Data Attacks
Practical verification of RAG poisoning, embedding attacks, and data extraction techniques.
Skill Verification: Red Team Reporting
Practical assessment of red team report writing and finding communication skills.
Skill Verification: Tool Proficiency
Hands-on verification of proficiency with Garak, PyRIT, Promptfoo, and custom tooling.
Skill Verification: Embedding Attacks
Practical verification of embedding and vector database attack capabilities.
Skill Verification: Fine-Tuning Attacks (Assessment)
Practical verification of fine-tuning attack capabilities including alignment removal and backdoor insertion.
Skill Verification: AI Forensics Investigation
Hands-on verification of AI forensics investigation capabilities with simulated incident scenarios.
Skill Verification: Governance Audit (Assessment)
Practical verification of AI governance audit skills against EU AI Act and NIST AI RMF requirements.
Skill Verification: Guardrail Bypass
Hands-on verification of guardrail bypass techniques across NeMo, LLM Guard, and custom implementations.
Skill Verification: MCP Exploitation (Assessment)
Hands-on verification of MCP server exploitation including tool poisoning and resource manipulation.
Skill Verification: Multi-Agent Testing
Hands-on verification of multi-agent system security testing capabilities.
Skill Verification: Red Team Automation
Practical verification of red team automation skills using Garak, PyRIT, and custom tooling.
Advanced Certification Prep Guide
Study guide for advanced certification covering complex topics and hands-on preparation strategies.
Agent Security Study Guide
Comprehensive study guide for agent and agentic exploitation topics including MCP and A2A protocols.
Expert Level Exam Preparation Guide
Advanced study guide for expert-level assessments covering frontier research and novel techniques.
Forensics and IR Study Guide
Study guide for AI forensics and incident response topics with scenario-based preparation.
Foundations Exam Preparation Guide
Study guide for the foundations assessment covering key concepts, study strategies, and review materials.
Governance Certification Prep Guide
Study guide for governance and compliance certification covering regulatory frameworks and standards.
Infrastructure Security Study Guide
Study guide for AI infrastructure security covering cloud, container, and deployment pipeline topics.
Intermediate Certification Prep Guide
Comprehensive study guide for intermediate-level certification preparation.
Multimodal Security Study Guide
Study guide for multimodal attack and defense topics covering image, audio, and document modalities.
Practical Skills Assessment Prep
Preparation guide for hands-on skill verification assessments with practice scenarios.
Red Team Certification Study Guide
Comprehensive study guide for AI red team certification covering all domains and practical skills.
Agentic Security Study Guide
Study guide for agentic security assessments covering MCP, A2A, function calling, and multi-agent attacks.
Cloud AI Security Study Guide
Study guide for cloud AI security covering AWS, Azure, GCP, and multi-cloud assessment strategies.
Defense Specialist Study Guide
Study guide for defense assessments covering guardrails, classifiers, monitoring, and architecture design.
AI Forensics Study Guide
Study guide for AI forensics assessments covering investigation techniques, evidence handling, and attribution.
Multimodal Security Study Guide (Assessment)
Study guide for multimodal security assessments covering image, audio, document, and cross-modal attacks.
Training Pipeline Security Study Guide
Study guide for training pipeline security covering data poisoning, RLHF attacks, and supply chain threats.