Protect AI Blog

Adversarial ML

June 23, 2025

AI Risk Report: Fast-Growing Threats in AI Runtime

3 minute read

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GenAI

June 17, 2025

The Cost of Being Wordy: Detecting Resource-Draining Prompts

The breakthrough of large language models (LLMs) has captivated the natural language...

16 minute read

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Cybersecurity

June 12, 2025

Security Spotlight: AppSec to AI, a Security Engineer's Journey

As an application security engineer with over a decade in the trenches of web applications,...

7 minute read

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Adversarial ML

June 4, 2025

Balancing Velocity and Vulnerability with llamafile

The AI ecosystem is witnessing a significant shift towards open source technologies, with...

5 minute read

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Secure by Design

May 28, 2025

Security Spotlight: Securing Cloud & AI Products with Guardrails

In today’s landscape where Cloud and AI are becoming the very fabric of digital innovation,...

17 minute read

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Red Teaming

May 21, 2025

Assessing the Security of 4 Popular AI Reasoning Models

In the race to create more capable AI systems, reasoning models stand out as frontrunners.

11 minute read

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LLM Security

May 13, 2025

Specialized Models Beat Single LLMs for AI Security

As you continue to deploy LLM-powered applications into your enterprise, securing these...

7 minute read

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Red Teaming

May 7, 2025

GPT-4.1 Assessment: Critical Vulnerabilities Exposed

GPT-4.1 Mini earns the highest risk score after latest update Assessment Brief OpenAI has...

12 minute read

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Model Security

April 23, 2025

Introducing Guardian Local Scanning: Streamlined Model Security

At Protect AI, we're committed to empowering you to secure AI models seamlessly within your...

4 minute read

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Model Security

April 23, 2025

Implementing Advanced Model Security for Custom Model Import in Amazon Bedrock

Integrating generative AI into enterprise workflows unlocks tremendous innovation...

30 minute read

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Red Teaming

April 23, 2025

Building Robust LLM Guardrails for DeepSeek-R1 in Amazon Bedrock

35 minute read

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Secure by Design

April 22, 2025

Secure by Design for AI: A Real-World Healthcare Case Study

Fifth and final in a five-part series on implementing Secure by Design principles in AI system...

9 minute read

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Secure by Design

April 16, 2025

Tools and Technologies for Secure by Design AI Systems

This is the fourth in a five-part series on implementing Secure by Design principles in AI...

10 minute read

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Machine Learning

April 16, 2025

Machine Learning Models: A New Attack Vector for an Old Exploit

Machine learning (ML) has seen rapid adoption across industries, enabling advancements in...

6 minute read

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Model Security

April 14, 2025

4M Models Scanned: Hugging Face + Protect AI Partnership Update

9 minute read

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Cybersecurity

April 11, 2025

Security Spotlight: Embracing a Culture of Security at Protect AI

Young companies, growing fast, often consider convenience over security. Prioritizing speed...

6 minute read

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LLM Security

April 8, 2025

MCP Security 101: A New Protocol for Agentic AI

In November 2024, Anthropic introduced Model Context Protocol (MCP), an open source...

9 minute read

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Secure by Design

April 3, 2025

Securing Agentic AI: Where MLSecOps Meets DevSecOps

This is the third in a five-part series on implementing Secure by Design principles in AI...

12 minute read

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Red Teaming

April 2, 2025

Qwen2.5-Max Vulnerability Assessment

Qwen2.5-Max beats DeepSeek-V3 on Security Assessment Brief The model used for this assessment,

15 minute read

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Artificial Intelligence

March 27, 2025

The Expanding Role of Red Teaming in Defending AI Systems

This article was originally published by Ruchir Patwa for Tech News World.

5 minute read

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Adversarial ML

March 27, 2025

A CISO’s Guide to Securing AI Models

This article was originally published by Diana for Help Net Security.

5 minute read

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LLM Security

March 27, 2025

A Step-by-Step Guide to Securing LLM Applications

This article was originally published by Neal for the RSA conference website.

6 minute read

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Secure by Design

March 26, 2025

Building Secure by Design AI Systems: A Defense in Depth

Second in a five-part series on implementing Secure by Design principles in AI system...

9 minute read

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Secure by Design

March 26, 2025

The Evolution of AI Security: Why Secure by Design Matters

First in a five-part series on implementing Secure by Design principles in AI system...

6 minute read

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Red Teaming

February 12, 2025

Automated Red Teaming Scans of Databricks Mosaic AI Model Serving Endpoints Using Protect AI Recon

We are thrilled to announce the integration of Protect AI’s Recon with Databricks Mosaic AI...

10 minute read

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LLM Security

February 10, 2025

Breaking Down LLM Security: 3 Key Risks

Last week, Ruchir Patwa and Neal Swaelens sat down to discuss OWASP’s Top 10 for LLMs. (Didn’t...

6 minute read

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Secure by Design

February 7, 2025

Secure by Design: Why Protect AI Signed CISA's Pledge

I've spent decades watching the cybersecurity landscape evolve, from the early days of viruses...

7 minute read

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Model Security

January 28, 2025

Using Protect AI's Products to Analyze DeepSeek-R1

DeepSeek-AI has released an MIT licensed reasoning model known as DeepSeek-R1, which performs...

9 minute read

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LLM Security

January 28, 2025

Why eBPF is Secure: A Look at the Future Technology in LLM Security

When discussing kernel-level technologies, many recall incidents like the CrowdStrike Falcon...

6 minute read

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MLSecOps

January 8, 2025

MLSecOps: The Foundation of AI/ML Security

Written by Diana Kelley for SC World

4 minute read

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