AI security blog

All topics
12
min read

Introduction to Training Data Poisoning: A Beginner’s Guide

Data poisoning challenges the integrity of AI technology. This article highlights essential prevention measures, including secure data practices, rigorous dataset vetting, and advanced security tools, to safeguard AI against such threats.
Deval Shah
December 1, 2023
November 30, 2023

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
December 1, 2023
November 23, 2023
15
min read
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
December 1, 2023
November 16, 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
December 1, 2023
November 16, 2023
3
min read
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
December 1, 2023
November 14, 2023
8
min read
AI Security

Outsmarting the Smart: Intro to Adversarial Machine Learning

Explore the complex world of Adversarial Machine Learning where AI's potential is matched by the cunning of hackers. Dive into the intricacies of AI systems' security, understand adversarial tactics evolution, and the fine line between technological advancement and vulnerability.
December 1, 2023
November 13, 2023
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