#PromptInjectionAttacks

How Do We Integrate LLMs Security Into Application Development?

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April 5, 2024 at 03:39PM Language model security is paramount as businesses incorporate large language models (LLMs) like GPT-3. Their remarkable efficiency poses unprecedented security challenges such as prompt injection attacks, insecure output handling, and training data poisoning, necessitating novel protective measures like input sanitization, output scrutiny, safeguarding training data, and enforcing strict sandboxing and … Read more

GenAI Requires New, Intelligent Defenses

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November 21, 2023 at 09:57AM Jailbreaking and prompt injection pose rising threats to generative AI (GenAI), tricking the AI with specific prompts or concealing malicious data. GenAI models used in coding can have security vulnerabilities. Training AI on sensitive data can risk exposure. Traditional security approaches are inadequate. Two potential defense approaches are blackbox defense … Read more