typo

content/ai_exchange/content/docs/ai_security_overview.md

@@ -172,7 +172,7 @@ Selecting potential risks (Threats) that could impact the organization requires
   Sometimes model training and running the model is deferred to a supplier. For generative AI, training is mostly performed by an external supplier given the cost of typically millions of dollars. Finetuning of generative AI is also not often performed by organizations given the cost of compute and the complexity involved. Some GenAI models can be obtained and run at your own premises. The reasons to do this can be lower cost (if is is an open source model), and the fact that sensitive input information does not have to be sent externally. A reason to use an externally hosted GenAI model can be the quality of the mode.
 
   Who trains/finetunes the model?
-  - The supplier: you need to prevent [obtaining a poisoned model](/goto/transferlearningattack/) by proper supply chain mangement (selecting a proper supplier and making sure you use the actual model), including assuring that: the supplier prevents development-time model poisoning including data poisoning and obtainubg poisoned data. If the remaining risk for data poisoning cannot be accepted, performing post-training countermeasures can be an option - see [POISONROBUSTMODEL](/goto/poisonrobustmodel/).
+  - The supplier: you need to prevent [obtaining a poisoned model](/goto/transferlearningattack/) by proper supply chain mangement (selecting a proper supplier and making sure you use the actual model), including assuring that: the supplier prevents development-time model poisoning including data poisoning and obtaining poisoned data. If the remaining risk for data poisoning cannot be accepted, performing post-training countermeasures can be an option - see [POISONROBUSTMODEL](/goto/poisonrobustmodel/).
   - You: you need to prevent [development-time model poisoning](/goto/modelpoison/) which includes model poisoning, data poisoning and obtaining poisoned data
 
   If you use RAG (Retrieval Augmented Generation using GenAI), then your retrieval repository plays a role in determining the model behaviour.This means: