Data Poisoning Courses and Certifications

Coursera

Secure AI: Threat Model & Test Endpoints

Master AI security by identifying threats like prompt injection and data poisoning, designing comprehensive threat models, and implementing automated security testing in CI/CD pipelines.

• Coursera
• 4 hours 5 minutes
• On-Demand
• Paid Course

Practical Cybersecurity Fundamentals: Unit 5

Discover AI security fundamentals, threats like data poisoning and model inversion attacks, and secure development principles using the MITRE ATLAS framework for ethical AI protection.

• Coursera
• 3 hours 32 minutes
• On-Demand
• Paid Course

Unlock proactive AI security by mastering adversarial training, input sanitization, and differential privacy to build resilient models from the ground up.

• Coursera
• 4 hours 52 minutes
• On-Demand
• Paid Course

Securing the Use of Generative AI in Your Organization

194 ratings at LinkedIn Learning

Learn about securing generative AI to unleash its potential while fortifying your organization against emerging cybersecurity threats.

• LinkedIn Learning
• 1 hour 16 minutes
• On-Demand
• Free Trial Available

Open Compute Project

Challenges in Implementing AI/ML Training Job Recovery from GPU/Accelerator Data Poisoning Events

Explore the challenges of AI/ML training job interruptions due to GPU/Accelerator memory errors in large clusters, and learn about recovery techniques to reduce these interruptions using RAS technology.

• YouTube
• 21 minutes
• On-Demand
• Free Video

Google Cloud Professional Machine Learning Engineer Cert Prep: 1 Framing ML Problems

75 ratings at LinkedIn Learning

Learn about the Google Professional Machine Learning Engineer certification exam, and topics relating to the first part of the exam, framing ML problems.

• LinkedIn Learning
• 1 hour 7 minutes
• On-Demand
• Free Trial Available

Google Cloud Professional Cloud Architect Cert Prep: 3 Designing for Security and Compliance

11 ratings at LinkedIn Learning

Prepare for the Google Professional Cloud Architect certification exam topics focused on designing for security and compliance.

• LinkedIn Learning
• 33 minutes
• On-Demand
• Free Trial Available

Krish Naik

What Is LLM Poisoning? Interesting Breakthrough

Discover how just 250 malicious documents can create backdoor vulnerabilities in large language models, regardless of their size or training data volume.

• YouTube
• 13 minutes
• On-Demand
• Free Video

RSA Conference

AI Security Engineering - Modeling - Detecting - Mitigating New Vulnerabilities

Explore AI security threats, including adversarial attacks and data poisoning. Learn detection, protection, and mitigation strategies for AI/ML systems from Microsoft experts.

• YouTube
• 54 minutes
• On-Demand
• Conference Talk

DevSecCon

OWASP Top 10 Security Risks for Large Language Models

Explore OWASP Top 10 LLM security risks, learn mitigation strategies, and understand the impact of Generative AI on cybersecurity in various industries.

• YouTube
• 39 minutes
• On-Demand
• Free Video

Cloud Security Alliance

Demystifying LLMs and Their Security Implications - A Business-Friendly Overview

Explore GenAI and LLMs, understanding their operations, security implications, and deployment scenarios. Learn to manage risks, prevent data leakage, and implement practical strategies for safe AI integration.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

NDC Conferences

Using GenAI on and Inside Your Code - What Could Possibly Go Wrong?

Explore the security risks of GenAI in software development, from vulnerable code generation to jailbreaks and data poisoning, with real-world academic insights.

• YouTube
• 55 minutes
• On-Demand
• Free Video

NDC Conferences

Using GenAI on Your Code, What Could Possibly Go Wrong?

Explore the security risks of GenAI in code development, including vulnerabilities, developer trust issues, and strategies to address these emerging challenges in software security.

• YouTube
• 51 minutes
• On-Demand
• Free Video

Securing and Governing Autonomous AI Agents - Risks and Safeguards

Discover essential safeguards for autonomous AI agents, covering prompt injection attacks, data poisoning, AI bias, and governance strategies for secure, trustworthy systems.

• YouTube
• 12 minutes
• On-Demand
• Free Video

Discover AI

Security Breach with RAG: Demo with GPT-4.1

Discover how even advanced LLMs like GPT-4.1 struggle with logical inconsistencies in external data inputs during RAG processes, demonstrating security vulnerabilities that structured reasoning templates cannot fully address.

• YouTube
• 11 minutes
• On-Demand
• Free Video