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Layering Defences to Safeguard Sensitive Data Within AI Systems: Strategies for mitigating privacy and security risks As artificial intelligence develops relentlessly, organisations face a thorny problem: How can you harness the transformative power of AI tools and systems while ensuring the privacy and security of your sensitive data? We put the question to our head of AI product marketing, Camden Woollven. In this interview What security or privacy challenges do organisations face when using AI tools? The risk of inadvertently exposing sensitive data is a big one. Most generative AI systems are basically a massive ‘sponge’. The language models are trained by soaking up huge quantities of publicly available The post Layering Defences to Safeguard Sensitive Data Within AI Systems appeared first on IT Governance UK Blog.

Are you using AI for observability? At Logz.io, we prioritize the security and privacy of your data while leveraging AI to enhance our platform. Read more in this week’s blog from Logz.io's VP of Product, David Lotan Bolotnikoff! #observability #ai #machinelearning

Strengthening AI security through computational governance and federation 📆 The current state of AI security 30% of enterprises report breaches in their AI systems, predominantly due to data compromises. The traditional security measures are proving insufficient as the complexity of AI systems grows. 🛡️ Introducing computational governance Computational governance enables precise control over AI computations, ensuring data remains secure and compliant with regulations like GDPR, the EU AI Act and EHDS. 📍The role of federation Federation allows data to remain where it resides, reducing the risk associated with data transfers. By allowing data to stay where it is (through federation) and defining strict usage policies (through computational governance), it not only protects privacy but also maintains data integrity and value. Read my TechRadar Pro article to learn more about computational governance: https://hubs.li/Q02wN8rH0

Staying in compliance with consumer privacy protection regulations is a top priority when developing a generative AI model. The tool you use to discover personally identifiable information plays a massive role in how successful you'll be. So, how do you pick the right one? We've put together this guide to help you out 👇 https://bit.ly/3Uu6BUE #DataPrivacy #AI

With great power comes great responsibility, especially when it comes to data privacy. 🔒 Our new article explores the world of AI chatbots and provides a roadmap to secure data practices. Here's a sneak peek of what you can expect: 1️⃣ The foundation of LLMs and how to tailor them to your business 2️⃣ Potential security risks and regulatory compliance ️3️⃣ Secure chatbots with commercial APIs, NDAs, and prompt engineering 4️⃣ Hybrid approach combining LLMs with predefined responses 5️⃣ The importance of ongoing monitoring and training Read the full article 👇 English version: https://lnkd.in/dPyqBMY9 Polish version: https://lnkd.in/d8uqXuiK

I recently authored an article for Forbes Technology Council discussing the essential strategies businesses must adopt to safeguard data privacy in the AI era. Learn more about the crucial role of custom AI solutions in enhancing security and operational efficiency: https://lnkd.in/dSj7aWgG

[New Blog Post] "Empowering SMBs with Privacy-Preserving AI: How Retrieval-Augmented Generation (RAG) Can Help While Protecting Your Data" By Katrina Montinola. Are you a small or medium-sized business looking to harness the power of AI without compromising your data privacy? In our latest blog post, Katrina Montinola outlines how Retrieval-Augmented Generation (RAG) can empower SMBs while protecting their valuable data. Learn how you can leverage this cutting-edge technology to enhance your business operations and stay ahead of the competition. Don't let data privacy concerns hold you back - embrace the future with RAG! #AI #DataPrivacy #SMBs #RAG #2GOAdvisoryGroup #ArtificialIntelligence

4 skills for an effective AI governance function The question of AI governance has arrived in the C-suite. Top executives, along with technology, data privacy, risk, legal and security professionals are seeking insight into how other companies are tackling the thorny question of governing AI and determining which model is best for them. Taking a skills-based assessment to who holds the reins of AI governance can offer clarity and inform an organization’s decision. But what are the four skills essential for an effective AI governance function? #AI #governance https://lnkd.in/dGvpR68C

[New Blog Post] "Empowering SMBs with Privacy-Preserving AI: How Retrieval-Augmented Generation (RAG) Can Help While Protecting Your Data" By Katrina Montinola. Are you a small or medium-sized business looking to harness the power of AI without compromising your data privacy? In our latest blog post, Katrina Montinola outlines how Retrieval-Augmented Generation (RAG) can empower SMBs while protecting their valuable data. Learn how you can leverage this cutting-edge technology to enhance your business operations and stay ahead of the competition. Don't let data privacy concerns hold you back - embrace the future with RAG! #AI #DataPrivacy #SMBs #RAG #2GOAdvisoryGroup #ArtificialIntelligence

Is your company thinking about AI Governance and Security yet? This recent article about the EU AI Act is timely - companies in the US need to be doing this too! #AI #euaiact