Machine Learning Security Courses and Certifications

Coursera Career Certificate

AI Security: Security in the Age of Artificial Intelligence

6 ratings at Coursera

Secure AI from code to production: threat model with MITRE ATLAS, scan code with Bandit and Semgrep, red-team models, and automate anomaly detection and incident recovery.

• Coursera
• 4 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 13 courses

Coursera

Secure AI: Red-Teaming & Safety Filters

Red-team large language models with PyRIT, NVIDIA Garak and Promptfoo: probe prompt injection and jailbreaking, build layered content-safety filters, and measure resilience baselines.

• Coursera
• 3 weeks, 1 hour a week
• Self-Paced
• Paid Course

Coursera

Secure AI Systems Across Lifecycle Stages

Secure AI systems end to end: identify data poisoning, evasion and inference attacks, threat model with MITRE ATLAS, and manage models via MLflow tracking and registry.

• Coursera
• 3 weeks, 1 hour a week
• Self-Paced
• Paid Course

Coursera

Secure AI: Threat Model & Test Endpoints

Identify AI attack vectors like prompt injection, model extraction, and data poisoning, build threat models with STRIDE and MITRE ATLAS, and automate security tests in CI/CD pipelines.

• Coursera
• 3 weeks, 1 hour a week
• Self-Paced
• Paid Course

Edureka

Securing AI Systems

Defend machine learning systems against adversarial inputs, data poisoning, and model theft: run red-team labs, automate SOC threat response, and secure MLOps deployments with IAM controls.

• Coursera
• 4 weeks, 2 hours a week
• Self-Paced
• Paid Course

Packt Career Certificate

CompTIA SecAI+ (CY0-001) Certification Exam Prep

Prepare for the CompTIA SecAI+ (CY0-001) exam: secure AI models and applications, assess AI system risks, apply defensive controls, and handle AI governance, automation, and compliance.

• Coursera
• 4 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 3 courses

Coursera

Secure AI Interpret and Protect Models

Harden AI models against evasion, data poisoning, and model extraction using input sanitization, adversarial training, differential privacy, and red-teaming exercises in a hands-on lab.

• Coursera
• 3 weeks, 2 hours a week
• Self-Paced
• Paid Course

Coursera

Harden AI: Secure Your ML Pipelines

Harden ML infrastructure and pipelines: apply IAM and container controls, run vulnerability scans, counter supply chain attacks with dependency scanning and code signing, and engineer rollback and drift monitoring.

• Coursera
• 3 weeks, 2 hours a week
• Self-Paced
• Paid Course

Practical Cybersecurity: AI Security, Ethics, and Privacy

Learn to defend AI systems against data poisoning and model inversion attacks using the MITRE ATLAS framework, plus privacy-preserving techniques, model resilience, and emerging regulations.

• Coursera
• 3 hours 32 minutes
• Self-Paced
• Paid Course

Coursera

Secure Mobile AI Models Against Attacks

Secure AI models running on Android and iOS: analyze reverse engineering, model theft and adversarial input threats, then apply encryption, obfuscation and OpenTelemetry monitoring.

• Coursera
• 3 weeks, 1 hour a week
• Self-Paced
• Paid Course

Packt

CompTIA SecAI+ (CY0-001) CertMike's Certification

Explores both attacks against AI systems and AI-enabled cyberattacks, pairing threats such as poisoning and prompt injection with practical controls.

• Coursera
• 15 hours
• Self-Paced
• Paid Course

Packt

Designing Secure AI Architectures for Modern Systems

Design security-first AI architectures that trace threats from model weights and endpoints through agentic workflows and multi-cloud deployments, using guardrails, governance, and zero-trust patterns.

• Coursera
• 8 weeks, 1 hour a week
• Self-Paced
• Paid Course

AI Security Engineer Bootcamp

60 ratings at Udemy

Master AI Security: Model Threats, Data Protection, Supply Chain, Governance & Agentic AI Threat Modeling with MAESTRO

• Udemy
• 3 hours
• Self-Paced
• Paid Course

CompTIA SecAI+ 2026: Complete AI Security Exam Prep

57 ratings at Udemy

Master AI Threats, OWASP LLM Top 10 and MITRE ATLAS. Pass CY0-001 with 2 Full Practice Tests and 90 Exam Questions

• Udemy
• 2 hours
• Self-Paced
• Paid Course

Introduction to Security in the World of AI

In Introduction to Security in the World of AI, you will explore the evolving security challenges associated with AI adoption and strategies to identify, prevent, and mitigate AI-related risks. Ground

• edX
• 1 week, 1-2 hours a week
• Self-Paced
• Free Online Course (Audit)