HiddenLayer is the leading provider of Security for AI. Its security platform helps enterprises safeguard the machine learning models behind their most important products. HiddenLayer is the only company to offer turnkey security for AI that does not add unnecessary complexity to models and does not require access to raw data and algorithms. Founded by a team with deep roots in security and ML, HiddenLayer aims to protect enterprise’s AI from inference, bypass, extraction attacks, and model theft. The company is backed by a group of strategic investors, including M12, Microsoft’s Venture Fund, Moore Strategic Ventures, Booz Allen Ventures, IBM Ventures, and Capital One Ventures.
Research
06.25.2024
June 25, 2024
Executive Summary Many LLMs and LLM-powered apps deployed today use some form of prompt filter or alignment to protect their...
Vulnerability research
Research
02.21.2024
February 21, 2024
Summary In this blog, we show how an attacker could compromise the Hugging Face Safetensors conversion space and its associated...
Hugging Face Malicious models Safetensors
Research
06.15.2023
June 15, 2023
Today, many Cloud Service Providers (CSPs) offer bespoke services designed for Artificial Intelligence solutions. These services...
Cloud Services Cybersecurity
Research
03.24.2023
March 24, 2023
In the first part of this article, we’ve talked about security and privacy risks associated with the use of large language...
Cybersecurity
Research
03.23.2023
March 23, 2023
Introduction Just like how the Internet dramatically changed the way we access information and connect with each other, AI...
Cybersecurity
Research
02.14.2023
February 14, 2023
Over the past few months, HiddenLayer’s SAI team has investigated several machine learning models that have been hijacked...
Adversarial Machine Learning Cybersecurity Model Hijacking
Research
02.01.2023
February 1, 2023
Introduction At HiddenLayer, we publish a lot of technical research about Adversarial Machine Learning. It’s what we do....
Adversarial Machine Learning Cybersecurity MITRE ATLAS
Research
01.17.2023
January 17, 2023
In a Nutshell: For many security practitioners, hearing the term ‘supply chain attack’ may still bring on a pang of discomfort...
Adversarial Machine Learning Cybersecurity Supply Chain
Research
12.20.2022
December 20, 2022
Introduction In our previous blog post, “Weaponizing Machine Learning Models with Ransomware”, we uncovered how malware...
Adversarial Machine Learning Cybersecurity Education
Research
12.06.2022
December 6, 2022
Introduction In our latest blog installment, we’re going to investigate something a little different. Most of our posts...
Adversarial Machine Learning Adversary Lifecycle Cybersecurity