# exam
標記為「exam」的 80 篇文章
Agent Security Practice Exam
Practice exam focused on agentic AI security including MCP, A2A, function calling, and multi-agent threats.
Beginner Certification Practice Exam
Full-length practice exam for beginner-level AI security certification covering foundations and basic techniques.
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 Exploitation Assessment
Assessment covering MCP exploitation, function calling abuse, agent memory attacks, and A2A injection.
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.
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.
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.
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.
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.
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.
Advanced Tradecraft Assessment
Assessment covering OPSEC, evasion, persistence, attribution avoidance, and professional red team operations.
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.
代理 安全 Practice Exam
Practice exam focused on agentic AI security including MCP, A2A, function calling, and multi-agent threats.
初階 Certification Practice Exam
Full-length practice exam for beginner-level AI security certification covering foundations and basic techniques.
防禦 Specialist Practice Exam
Practice exam for AI defense specialization covering guardrails, monitoring, and incident response.
專家 Comprehensive Practice Exam 2
Second expert-level comprehensive exam covering frontier research, novel attacks, and advanced defense.
進階 Governance Practice Exam (評量)
進階 governance practice exam covering international regulation, audit methodologies, and organizational frameworks.
紅隊 Operations Practice Exam
Practice exam focused on red team operations including methodology, tooling, and professional practices.
代理式 利用ation 評量
評量 covering MCP exploitation, function calling abuse, agent memory attacks, and A2A injection.
Cloud AI 安全 評量 (評量)
評量 covering AWS Bedrock, Azure OpenAI, GCP Vertex AI security configurations and threats.
Code Generation 安全 評量
評量 on code assistant exploitation, insecure code generation, and code review AI attacks.
防禦 & Mitigation 評量
評量 covering guardrails, classifiers, constitutional AI, and defense-in-depth architectures.
Embedding & Vector 安全 評量
評量 covering embedding attacks, vector DB poisoning, similarity manipulation, and inversion attacks.
利用 Development 評量
評量 on custom exploit development, payload engineering, tool creation, and automation frameworks.
Fine-Tuning 安全 Deep 評量
進階 assessment on LoRA attacks, PEFT vulnerabilities, alignment degradation, and backdoor techniques.
AI Forensics & IR 評量
評量 on AI incident investigation, evidence collection, prompt injection forensics, and response procedures.
Foundations Comprehensive 評量
Comprehensive assessment covering LLM architecture, tokenization, attention, and basic security concepts.
Governance & Compliance 評量
評量 on EU AI Act, NIST AI RMF, ISO 42001, and organizational AI governance frameworks.
Financial AI 安全 評量
評量 on financial AI threats, SEC compliance, trading system exploitation, and risk model attacks.
Healthcare AI 安全 評量
評量 on healthcare-specific AI threats, HIPAA compliance, clinical safety, and medical AI exploitation.
LLMOps 安全 評量
評量 covering model deployment security, monitoring, CI/CD pipeline hardening, and operational threats.
模型 Architecture Deep Dive 評量
評量 on transformer internals, attention mechanisms, MoE routing, and architecture-specific vulnerabilities.
Multimodal 攻擊s 評量
評量 on image injection, audio attacks, cross-modal exploitation, and multimodal defense bypass.
Professional AI 紅隊ing 評量
評量 covering scoping, methodology, reporting, risk scoring, and client communication.
提示詞注入 Mastery 評量
Comprehensive assessment covering direct injection, indirect injection, and defense evasion techniques.
RAG & Data 攻擊 評量 (評量)
評量 on RAG poisoning, embedding attacks, training data extraction, and membership inference.
進階 Tradecraft 評量
評量 covering OPSEC, evasion, persistence, attribution avoidance, and professional red team operations.
進階 代理式 利用ation 評量
進階 assessment covering MCP exploitation chains, multi-agent attacks, and A2A protocol injection.
進階 Cloud AI 安全 評量 (評量)
進階 assessment on multi-cloud AI security, IAM misconfigurations, and endpoint hardening.
進階 Code Generation 安全 評量
進階 assessment on autonomous coding agents, sandbox escapes, and supply chain attacks.
防禦 Architecture 評量
評量 on designing defense-in-depth architectures for different AI application types.
進階 Embedding 安全 評量
進階 assessment on embedding inversion, vector DB attacks, and multimodal embedding exploitation.
Practical Fine-Tuning 安全 評量
Hands-on assessment of LoRA attacks, alignment removal, and backdoor detection in fine-tuned models.
進階 AI Forensics 評量
進階 assessment on model behavior forensics, training data breach analysis, and attack attribution.
Practical Incident Response 評量
Practical assessment simulating an AI security incident with evidence analysis and response procedures.
AI Infrastructure 安全 評量
評量 covering model serving, API gateways, container security, and GPU isolation.
Injection 防禦 評量
評量 on defending against prompt injection including classifiers, guardrails, and output filtering.
進階 Multimodal 攻擊s 評量
進階 assessment covering cross-modal attacks, steganographic injection, and multimodal defense bypass.
Professional Practice 評量
評量 covering team building, client communication, legal considerations, and career development.
紅隊 Methodology 評量 (評量 - W2)
評量 covering scoping, attack trees, evidence collection, and professional reporting.
紅隊 Tradecraft 評量
評量 covering OPSEC, evasion, reconnaissance, and professional red team operations.
進階 訓練 Pipeline 評量
進階 assessment on RLHF exploitation, DPO vulnerabilities, and federated learning attacks.