HiddenLayer, a Gartner recognized AI Application Security company, is a provider of security solutions for machine learning algorithms, models & the data that power them. With a first-of-its-kind, non-invasive software approach to observing & securing ML, HiddenLayer is helping to protect the world’s most valuable technologies.
Research
05.09.2023
May 9, 2023
Introduction Throughout our previous blogs investigating the threats surrounding machine learning model storage formats,...
Adversarial Machine Learning Cybersecurity Keras 
Research
02.28.2023
February 28, 2023
Introduction HiddenLayer is excited and proud to announce its strategic partnership with Databricks. HiddenLayer can now...
Adversarial Machine Learning Cybersecurity ML Ops 
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
Researchers at HiddenLayer’s SAI Team have developed a proof-of-concept attack for surreptitiously deploying malware, such...
Adversarial Machine Learning Cybersecurity Risk 
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 
Research
10.25.2022
October 25, 2022
In previous articles, we’ve discussed the ubiquity of AI-based systems and the risks they’re facing; we’ve also described...
Adversarial Machine Learning Cybersecurity 
Research
10.04.2022
October 4, 2022
Unpacking the Adversarial Toolkit More often than not, it’s the creation of a new class of tool, or weapon, that acts as...
Adversarial Machine Learning Cybersecurity Open Source Software