Top AI Security Incidents & Vulnerabilities

AI systems face a range of security threats, from data privacy breaches to sophisticated model manipulation, with publicly reported incidents increasing by 56.4% from 2023 to 2024.

The top 3

  1. Most Notorious AI Data Privacy Breaches: Notable AI data privacy incidents include the ChatGPT data leak in March 2023, the Clearview AI data breach in February 2020, and Samsung's confidential data leak via ChatGPT.
  2. Top AI Model Manipulation & Jailbreak Techniques: Common AI jailbreak techniques include roleplay scenarios like 'DAN' (Do Anything Now), multi-turn prompt chaining such as the Crescendo technique, and adversarial suffix attacks.
  3. Major Security Flaws in AI-Generated Code: Research shows 45% of AI-generated code contains security flaws, with models struggling particularly with Cross-Site Scripting (failing 86% of the time) and generating insecure cryptographic implementations in 14% of cases.

Sources

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