Aporia has been acquired by Coralogix, instantly bringing AI security and reliability to thousands of enterprises _|_ [Read the announcement](/content/blog/aporia-has-been-acquired-by-coralogix/index.html) # Deval Shah Deval is a freelance writer and ML engineer curious about everything AI - engineering, research, applications and how it will shape our lives. ## Deval’s articles ### [Step by Step: Building a RAG Chatbot with Minor Hallucinations](/content/learn/building-rag-chatbot-with-minor-hallucinations/index.html) In the rapidly evolving landscape of artificial intelligence, Retrieval Augmented Generation (RAG) has emerged as a groundbreaking technique that enhances... Deval Shah [Read Now](/content/learn/building-rag-chatbot-with-minor-hallucinations/index.html) 12 min read ### [10 Steps to Safeguard LLMs in Your Organization](/content/learn/safeguard-llms-in-your-organization/index.html) As organizations rapidly adopt Large Language Models (LLMs), the security landscape has evolved into a complex web of challenges that... Deval Shah [Read Now](/content/learn/safeguard-llms-in-your-organization/index.html) 14 min read ### [The Security Risks of Using LLMs in Enterprise Applications](/content/learn/risks-of-using-llms-in-enterprise-applications/index.html) Large language models (LLMs) are rapidly reshaping enterprise systems across industries, enhancing efficiency in everything from customer service to content... Deval Shah [Read Now](/content/learn/risks-of-using-llms-in-enterprise-applications/index.html) 10 min read ### [The Risks of Overreliance on Large Language Models (LLMs)](/content/learn/risks-of-overreliance-on-llms/index.html) The rapid adoption of Large Language Models (LLMs) has transformed the technological landscape, with 80% of organizations now regularly employing... Deval Shah [Read Now](/content/learn/risks-of-overreliance-on-llms/index.html) 12 min read ### [LLM Information Disclosure: Prevention and Mitigation Strategies](/content/learn/llm-information-disclosure/index.html) The rapid rise of Generative AI (GenAI) has been nothing short of phenomenal. ChatGPT, the flagship of popular GenAI applications,... Deval Shah [Read Now](/content/learn/llm-information-disclosure/index.html) 15 min read ### [Understanding Excessive Agency in LLMs: Implications and Solutions](/content/learn/excessive-agency-in-llms/index.html) Imagine an AI assistant that answers your questions and starts making unauthorized bank transfers or sending emails without your consent.... Deval Shah [Read Now](/content/learn/excessive-agency-in-llms/index.html) 12 min read ### [What is Insecure Plugin Design in Large Language Models?](/content/learn/insecure-plugin-design-in-llms/index.html) Imagine if your AI assistant leaked sensitive company data to competitors. In March 2024, researchers at Salt Security uncovered critical... Deval Shah [Read Now](/content/learn/insecure-plugin-design-in-llms/index.html) 12 min read ### [LLM’s Insecure Output Handling: Best Practices and Prevention](/content/learn/llm-insecure-output-handling/index.html) Insecure Output Handling in Large Language Models (LLMs) is a critical vulnerability identified in the OWASP Top 10 for LLM... Deval Shah [Read Now](/content/learn/llm-insecure-output-handling/index.html) 11 min read ### [Build vs Buy: How to Choose the Right Path for Your GenAI App’s Guardrails](/content/learn/build-or-buy-genai-apps/index.html) In May 2023, Samsung employees unintentionally disclosed confidential source code by inputting it into ChatGPT, resulting in a company-wide ban... Deval Shah [Read Now](/content/learn/build-or-buy-genai-apps/index.html) 8 min read ### [Prompt Injection Attacks in LLMs: What Are They and How to Prevent Them](/content/learn/prompt-injection-types-prevention-examples/index.html) In February 2023, a Stanford student exposed Bing Chat’s confidential system prompt through a simple text input, revealing the chatbot’s... Deval Shah [Read Now](/content/learn/prompt-injection-types-prevention-examples/index.html) 17 min read ### [Red Teaming for Large Language Models: A Comprehensive Guide](/content/learn/red-teaming-large-language-models/index.html) Imagine a world where AI-powered chatbots suddenly start spewing hate speech or where a medical AI assistant recommends dangerous treatments.... Deval Shah [Read Now](/content/learn/red-teaming-large-language-models/index.html) 17 min read ### [RAG in Production: Deployment Strategies and Practical Considerations](/content/learn/rag-in-production/index.html) As organizations rush to implement Retrieval-Augmented Generation (RAG) systems, many struggle at the production stage, their prototypes breaking under real-world... Deval Shah [Read Now](/content/learn/rag-in-production/index.html) 23 min read