Training Data Poisoning Attack in Simple Terms_ AI Hacking Explained скачать в хорошем качестве

Training Data Poisoning Attack in Simple Terms_ AI Hacking Explained

🎓 Course 7 of 9 Cyber Lumen MIST Academy Welcome to Course 7 in the Cyber Lumen AI & Cybersecurity Foundations Series (09:04). In this session, Punit Darji explores one of the most critical vulnerabilities in AI-Training Data Poisoning. Learn how attackers manipulate model data during training to embed bias, misinformation, or backdoors, and discover how cybersecurity professionals can identify and prevent such threats. ⏱ Timestamps 00:00 - Introduction: what is training data poisoning? 00:25 - How data poisoning happens in large language models 01:00 - Real-world example: injecting false data into public sources 02:00 - Impact on AI models: corrupted reasoning & unsafe outputs 03:10 - Demo setup: two-stage CTF challenge explanation 04:30 - Extracting hidden information through poisoned prompts 06:10 - Manipulating AI responses using rephrased queries 07:15 - Lessons learned: how poisoning affects AI security 08:20 - Mitigation: data validation, monitoring & ethical sourcing 08:55 - Wrap-up & next steps 💡 What You’ll Learn • What Training Data Poisoning is and why it’s dangerous • How attackers manipulate public datasets to inject malicious patterns • How poisoned data leads to AI hallucination and misinformation • Practical example: prompt manipulation & data exploitation • Techniques to secure and verify training datasets 🚀 Start Learning 👉 Previous course(Series 6/9): Denial of Service (DoS) Attack in LLMs _ AI Hacking Explained:    • Видео   👉 Next course(Series 8/9): Insecure Output Handling Explained _ AI Hacking Explained:    • Видео   👉 Visit the Academy: https://cyberlumen.org 👉 Join the mentoring community: https://chat.whatsapp.com/INuFtggAWAD... 👉 Punit YT Channel:    / @punitdarji1871   👉 Punit GitHub: https://github.com/punitdarji 🌍 About Cyber Lumen MIST Academy A European-Asian initiative empowering youth and aspiring professionals to enter cybersecurity through hands-on learning, AI-driven training, and job placement support with partner companies. 👍 If this helped, like, subscribe, and turn on notifications to follow all 9 courses. #Cybersecurity #AI #YouthInTech #CyberLumen #MISTAcademy #TrainingDataPoisoning #AIHacking #LLMSecurity #EthicalAI