Costs, training and support To round off this chapter on deploying ChatGPT in the cloud with architecture design and scaling strategies, three additional areas are […]
Benefits of LLMOps
Training – Deploying ChatGPT in the Cloud: Architecture Design and Scaling Strategies
Training You have already started your journey of training for ChatGPT and OpenAI, especially if you have read this book thus far. There are many […]
Understanding and mitigating security risks in generative AI – Security and Privacy Considerations for Gen AI – Building Safe and Secure LLMs
Understanding and mitigating security risks in generative AI If you are a user of generative AI and NLP LLMs, such as ChatGPT, whether you are […]
Emerging security threats – a look at attack vectors and future challenges – Security and Privacy Considerations for Gen AI – Building Safe and Secure LLMs
Emerging security threats – a look at attack vectors and future challenges An attack vector in cyber security is a pathway or method used by […]
Jailbreaks and prompt injections 2 – Security and Privacy Considerations for Gen AI – Building Safe and Secure LLMs
Fortunately, with protections and guardrails in place in many public services that process generative AI prompts, such as Bing Chat, the malicious actor who is […]
Jailbreaks and prompt injections – Security and Privacy Considerations for Gen AI – Building Safe and Secure LLMs
Jailbreaks and prompt injections Both jailbreaks and direct/indirect prompt injections are another attack against LLMs. These two types of attacks are very closely related; with […]
Training data poisoning 2 – Security and Privacy Considerations for Gen AI – Building Safe and Secure LLMs
So, how does one ensure their plugin design is secure and prevent plugins from causing service disruptions? Important note As there are secure programming guidelines […]
Training data poisoning – Security and Privacy Considerations for Gen AI – Building Safe and Secure LLMs
Training data poisoning As you have already learned in previous chapters, generative AI can be grounded and trained to achieve results specific to you and/or […]