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Protect AI Blog

Posts from 2024

MLSecOps
December 11, 2024

How To Secure AI With MLSecOps

Written by Diana Kelley for TechNewsWorld AI-driven systems have become prime targets for...
5 minute read
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LLM Security
December 6, 2024

Layer’s agentless approach to securing enterprise LLM applications

Large corporations typically rely on cloud providers to serve their large language models,...
3 minute read
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LLM Security
December 4, 2024

How Protect AI is shaping the future of LLM Security at runtime with eBPF

Introduction Since 2024, we’ve witnessed enterprises rapidly adopt LLMs and rush to secure...
4 minute read
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Red Teaming
November 25, 2024

Why Automated Red Teaming is Essential for GenAI Security

The Unique Challenges of Securing GenAI Systems Generative AI (GenAI) has rapidly transformed...
11 minute read
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Model Security
October 25, 2024

Supporting the safe and secure usage of the world's largest AI/ML Model Repository

Protect AI and Hugging Face Partner to Secure the Machine Learning Supply Chain Today, we’re...
5 minute read
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AI ZeroDay
October 23, 2024

4 Ways to Address Zero-Days in AI/ML Security

Written by Dan McInerney for Dark Reading
5 minute read
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LLM Security
October 8, 2024

Out of Line Threat Scanning for LLMs: Some Real-World Examples

Introduction Change is underway at OpenAI. In the wake of a significant leadership shift, the...
6 minute read
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LLM Security
September 27, 2024

RAG Security 101

RAG and Secure Retrieval Imagine LLMs that are able to adapt instantly to new information,...
9 minute read
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LLM Security
August 28, 2024

Why LLMs Are Just the Tip of the AI Security Iceberg

Written by Diana Kelley for Dark Reading
6 minute read
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LLM Security
July 24, 2024

LLM Security: Going Beyond Firewalls

Introduction If 2023 was the opening act for LLMs at the enterprise, then 2024 will be the...
10 minute read
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Red Teaming
July 3, 2024

The Crucial Role of the AI Red Team in Modern Cybersecurity

Introduction In the fourth chapter of navigating AI/ML security concerns, let’s explore...
6 minute read
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Threat Intelligence
June 20, 2024

Navigating Vulnerabilities in the AI Supply Chain

Introduction In the second chapter of navigating AI/ML security concerns, let’s explore Adam...
6 minute read
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Model Security
June 10, 2024

The Trojan Horses Haunting Your AI Models

In the fast-moving world of Artificial Intelligence (AI) and Machine Learning (ML), ensuring...
4 minute read
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LLM Security
May 30, 2024

AI Agents: Chapter 3 - Practical Approaches to AI Agents Security

Introduction In our last article, we discussed how GPTs or AI Agents’ risk could be boiled...
7 minute read
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Industry News
May 24, 2024

The role of cybersecurity in AI system development

Our CISO, Diana Kelley, was interviewed for Silicon Republic
4 minute read
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Industry News
May 23, 2024

Does Your Company Need A Chief AI Officer?

Written by Ian Swanson for Forbes
6 minute read
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LLM Security
April 24, 2024

AI Agents: Chapter 2 - The Thin Line between AI Agents and Rogue Agents

Introduction In our previous article, we dissected Open AI’s and the broader LLM vendor...
10 minute read
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LLM Security
April 24, 2024

NEW to LLM Guard - Next Gen v2 Prompt Injection Model

Introduction Since the release of our first prompt injection detection model at the very end...
8 minute read
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LLM Security
April 3, 2024

AI Agents: Chapter 1 - (Ground)breaking LLMs?

Introduction Back in November 2023, Open AI’s dev day was a great leap forward in abstracting...
5 minute read
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LLM Security
March 13, 2024

Hiding in Plain Sight: The Challenge of Prompt Injections in a Multi-Modal World

Introduction The announcement of Open AI’s Sora model which can create imaginative scenes from...
4 minute read
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LLM Security
March 5, 2024

Preventing LLM Meltdowns with LLM Guard

Introduction Recently, we saw a surge in incoherent responses to user prompts in ChatGPT by...
5 minute read
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MLSecOps
March 5, 2024

How MLSecOps Can Reshape AI Security

Written by Ian Swanson forForbes
8 minute read
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LLM Security
February 21, 2024

Advancing LLM Adoption and Enhancing Security Against Invisible Prompt Injections with LLM Guard

Introduction As 2024 unfolds, it's shaping up to be a big year for LLM adoption as well as its...
5 minute read
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Model Security
January 23, 2024

How To Use AI/ML Technology Securely with Open-Source Tools from Protect AI

If you are not already working on a project leveraging some form of AI or ML, the odds are...
12 minute read
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Adversarial ML
January 16, 2024

A CISO’s perspective on how to understand and address AI risk

Written by Diana Kelley for SC Media
6 minute read
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Adversarial ML
January 10, 2024

Adapting Security to Protect AI/ML Systems

Written by Dan McInerney for Dark Reading
7 minute read
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Are You Ready to Start Securing Your AI End-to-End?