The Art of AI Poisoning
Автор: David Willis-Owen
Загружено: 2025-02-19
Просмотров: 1798
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In this video, we explore the intricate and often misunderstood concept of AI poisoning, a crucial topic in the realm of artificial intelligence and machine learning. This video provides a comprehensive overview of what AI poisoning is, how it affects machine learning models, and the potential consequences for various applications.
The Art of AI Poisoning
@davidwillisowen
🎬 𝐖𝐀𝐓𝐂𝐇 𝐎𝐔𝐑 𝐎𝐓𝐇𝐄𝐑 𝐄𝐏𝐈𝐒𝐎𝐃𝐄:
▶️ 𝐄𝐩𝐢𝐬𝐨𝐝𝐞 1_ • • Is Github Copilot Poisoned?
▶️ 𝐄𝐩𝐢𝐬𝐨𝐝𝐞 2_ • • How Secure Is DeepSeek?
▶️ 𝐄𝐩𝐢𝐬𝐨𝐝𝐞 3_ • • Is GitHub Copilot Poisoned? Part 2
▶️ 𝐄𝐩𝐢𝐬𝐨𝐝𝐞 4_ • • The Practical Application Of Indirect Prom...
In this video, we'll discuss:
What AI Data Training Poisoning is
Why AI Poisoning is both feasible and impactful
How we can expose AI Training Poisoning attacks in the wild
Timestamps:
00:00 – Introduction: What is AI Poisoning?
00:45 – The Origins of Data Poisoning in AI
02:00 – How AI Models Get Poisoned
03:30 – Real-World Examples of AI Poisoning
05:00 – Adversarial Attacks vs. Data Poisoning
06:30 – The Role of Bad Data in Machine Learning Attacks
08:00 – Can AI Defend Itself Against Poisoning?
09:15 – Security Flaws in Neural Networks
10:30 – How Hackers Exploit AI Weaknesses
11:45 – Ethical Concerns Around AI Poisoning
13:00 – Future Risks of Poisoned AI Systems
14:15 – How to Detect AI Poisoning in Machine Learning
15:30 – Preventative Measures for AI Security
16:45 – The Future of AI Security & Countermeasures
18:00 – Conclusion: Can AI Ever Be Fully Secure?
🔔 𝐒𝐔𝐁𝐒𝐂𝐑𝐈𝐏𝐓𝐈𝐎𝐍 𝐋𝐈𝐍𝐊: @davidwillisowen
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🎯𝐑𝐞𝐥𝐚𝐭𝐞𝐝 𝐊𝐞𝐲𝐰𝐨𝐫𝐝𝐬:
AI poisoning | machine learning security | data integrity | AI threats | cybersecurity | machine learning attacks | data validation | anomaly detection | AI model vulnerability | real-world AI poisoning | AI resilience | AI safety measures | AI security strategies | protecting AI systems | adversarial machine learning | AI risk management | machine learning ethics | AI incident response | AI model protection | future of AI security | AI protection techniques | machine learning defense | AI poisoning prevention | AI security risks | data poisoning attacks | deep learning security | AI systems defense | machine learning models | AI hacking prevention | securing AI algorithms
🎯𝐑𝐞𝐥𝐚𝐭𝐞𝐝 𝐇𝐚𝐬𝐡𝐭𝐚𝐠𝐬:
#AIPoisoning | #MachineLearning | #DataIntegrity | #AIThreats | #Cybersecurity | #MachineLearningSecurity | #DataValidation | #AnomalyDetection | #AIVulnerability | #AIResilience | #AIFuture | #AIEthics | #AIDefense | #AIProtection | #AdversarialAI | #AIModelSecurity | #DataPoisoning | #AIThreatMitigation | #CyberThreats | #AIResearch | #MachineLearningModels | #ArtificialIntelligence | #AIIncidentResponse | #SecurityInAI | #DeepLearning | #AIAttacks | #AIHacking | #AIAlgorithms | #TechSecurity | #AIInsights
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