Security Vulnerabilities And Design Flaws in LLMs

Implementing an LLM is very different from studying concepts in theory. In the previous chapter, we laid out a clear security strategy and a set of execution steps. However, in practice, you might face numerous challenges, ranging from difficulties in data sanitization to addressing resilience and failover in deployment. It is difficult to follow all design choices to keep the model safe. Many of us would compromise based on the available budget and timeline constraints.