Data Security for AI & ML

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June 28, 2024

Bolstering LLM Security to Protect Against OWASP Top Ten Threats

We’re all witness to the buzz around Generative AI (GenAI). These offerings, which convert user prompts into model-generated text, images, and videos, have permeated our professional and personal lives as they become increasingly accessible. One incredibly prevalent type of GenAI is the Large Language Model (LLM), which includes the likes...

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June 4, 2024

3 Steps for Countering Bias in AI/ML Data Sets

Advancements in Artificial Intelligence (AI) and Machine Learning (ML) are revolutionizing the way we work with data across sectors. By enabling enhanced decision-making and faster operations, these models present us with unparalleled capabilities – but they are not immune to some very human problems. One of the most critical challenges...

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June 3, 2024

Immuta Introduces Multi-Layered Security for RAG-Based GenAI

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March 14, 2024

Data Leaders’ Top 4 Security Trends for 2024

It’s easy to talk about trends in absolutes. “This new development will affect jobs across every sector,” and “this new platform is going to be everywhere” – these kinds of blanket statements remove nuances that can be incredibly important when discussing trends. Instead, we should focus on questions like “How...

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November 14, 2023

AI Acceptable Use Policy: Where to Start?

Generative artificial intelligence (AI) are prediction algorithms that are able to create any type of content, be it text, code, images, audio, or video – think ChatGPT, Bing Chat, Bard, Stable Diffusion, Midjourney, and DALL-E, for example. With the emergence of generative AI-as-a-Service – which has lowered barriers to entry – generative AI is spreading to most...

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September 1, 2023

Securing AI Systems: AI Threat Knowledge Bases

Artificial Intelligence (AI) systems have recently gained significantly greater visibility and use by the general public. In the next five years, the AI market is expected to grow by 368%, reaching more than $400 billion by 2027. Numerous industries are exploring new ways to monetize AI in the form of AI-as-a-Service...

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August 16, 2023

What’s the Worst That Could Happen? A Guide to AI Risks

While generative artificial intelligence (AI), foundation models, and Large Language Models (LLMs) are often described as the future of AI as we know it, their mass adoption is not necessarily straightforward. The emergence of these types of AI models has sparked concerns recently, leading to a series of open letters, enforcement orders (against...

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August 16, 2023

Types of AI and Input Models Explained

ChatGPT is one of the fastest-growing artificial intelligence (AI)-powered apps of all time, but it is just the tip of the generative AI iceberg. The pace of AI’s advancements makes it difficult to keep up with the latest terminology, let alone understand how it may impact your day-to-day responsibilities. In...

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