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AI security blog

All topics
7
min read
•
AI Security

AI Security by Design: Lakera’s Alignment with MITRE ATLAS

Developed with MITRE ATLAS in mind, Lakera acts as a robust LLM gateaway, addressing vulnerabilities in data, models, and on the user front, protecting your AI applications against the most prominent LLM threats.
Lakera Team
November 27, 2023
8
min read
•
AI Security

AI Security with Lakera: Aligning with OWASP Top 10 for LLM Applications

Discover how Lakera's security solutions correspond with the OWASP Top 10 to protect Large Language Models, as we detail each vulnerability and Lakera's strategies to combat them.
David Haber
November 26, 2023
12
min read
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Large Language Models

LLM Monitoring: The Beginner’s Guide

Ensure your Large Language Model operates at peak efficiency with our definitive monitoring guide. Discover essential strategies, from proactive surveillance to ethical compliance, to keep your LLM secure, reliable, and ahead of the curve.
Emeka Boris Ama
November 23, 2023
November 23, 2023
12
min read
•
Machine Learning

The ELI5 Guide to Retrieval Augmented Generation

Discover the inner workings of Retrieval Augmented Generation (RAG) and how it enhances language model responses by dynamically sourcing information from external databases.
Blessin Varkey
November 17, 2023
November 16, 2023
15
min read
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AI Security

Navigating AI Security: Risks, Strategies, and Tools

Discover strategies for AI security and learn how to establish a robust AI security framework. In this guide, we discuss various risks, and propose a number of best practices to bolster the resilience of your AI systems.
Lakera Team
November 16, 2023
November 16, 2023
3
min read
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Engineering

Releasing Canica: A Text Dataset Viewer

Discover Canica, Lakera's interactive text dataset viewer that elevates data analysis with visual exploration tools like t-SNE and UMAP. Now available for the machine learning community under the MIT license.
Lakera Team
November 14, 2023
November 14, 2023
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