How to Hack an AI: Understanding AI Security and Protecting Intelligent Systems Artificial Intelligence (AI) is among the most transformative technologies of our time. As AI systems grow more powerful and integrated across industries, understanding their security vulnerabilities becomes crucial. While the idea of "hacking AI" may sound like intrigue from a spy novel, it represents serious real-world risks that require thoughtful defense and awareness. Common AI Security Vulnerabilities AI models and pipelines have unique attack surfaces that adversaries can exploit: Prompt Injection: Attackers craft inputs that manipulate large language models to behave in unintended or harmful ways, bypassing filters or leaking sensitive data. This remains the top AI threat in 2025 due to the nature of natural language understanding. Data Poisoning: By injecting malicious or misleading data into AI training datasets, attackers degrade model accuracy or cause biased behavior, poten...
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