GenAI Academy
Welcome to the Aporia Generative AI Academy, an immersive learning platform designed for leaders and practitioners in the artificial intelligence domain.
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10 Steps to Safeguard LLMs in Your Organization
As organizations rapidly adopt Large Language Models (LLMs), the security landscape has evolved into a complex web of challenges that...
Deval Shah
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14 min read
The Security Risks of Using LLMs in Enterprise Applications
Large language models (LLMs) are rapidly reshaping enterprise systems across industries, enhancing efficiency in everything from customer service to content...
Deval Shah
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10 min read
The Risks of Overreliance on Large Language Models (LLMs)
The rapid adoption of Large Language Models (LLMs) has transformed the technological landscape, with 80% of organizations now regularly employing...
Deval Shah
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12 min read
LLM Information Disclosure: Prevention and Mitigation Strategies
The rapid rise of Generative AI (GenAI) has been nothing short of phenomenal. ChatGPT, the flagship of popular GenAI applications,...
Deval Shah
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15 min read
Understanding Excessive Agency in LLMs: Implications and Solutions
Imagine an AI assistant that answers your questions and starts making unauthorized bank transfers or sending emails without your consent....
Deval Shah
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12 min read
What is Insecure Plugin Design in Large Language Models?
Imagine if your AI assistant leaked sensitive company data to competitors. In March 2024, researchers at Salt Security uncovered critical...
Deval Shah
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12 min read
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LLM’s Insecure Output Handling: Best Practices and Prevention
Insecure Output Handling in Large Language Models (LLMs) is a critical vulnerability identified in the OWASP Top 10 for LLM...
Deval Shah
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11 min read
Build vs Buy: How to Choose the Right Path for Your GenAI App’s Guardrails
In May 2023, Samsung employees unintentionally disclosed confidential source code by inputting it into ChatGPT, resulting in a company-wide ban...
Deval Shah
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8 min read
Prompt Injection Attacks in LLMs: What Are They and How to Prevent Them
In February 2023, a Stanford student exposed Bing Chat’s confidential system prompt through a simple text input, revealing the chatbot’s...
Deval Shah
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17 min read
Red Teaming for Large Language Models: A Comprehensive Guide
Imagine a world where AI-powered chatbots suddenly start spewing hate speech or where a medical AI assistant recommends dangerous treatments....
Deval Shah
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17 min read
RAG in Production: Deployment Strategies and Practical Considerations
As organizations rush to implement Retrieval-Augmented Generation (RAG) systems, many struggle at the production stage, their prototypes breaking under real-world...
Deval Shah
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23 min read
Top Challenges in Building Enterprise LLM Applications
Building and deploying large language models (LLMs) enterprise applications comes with technical and operational challenges. The promise of LLMs has...
Deval Shah
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13 min read