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
10.17.2024
October 17, 2024
Overview The HiddenLayer SAI team has discovered a method to manipulate digital watermarks generated by Amazon Web Services...
Adversarial Machine Learning Cybersecurity Vulnerability research
Research
10.10.2024
October 10, 2024
Summary The HiddenLayer SAI team has discovered a novel method for creating backdoors in neural network models dubbed ‘ShadowLogic’....
Adversarial Machine Learning AI Security Cybersecurity
Research
08.22.2024
August 22, 2024
Introduction As we’ve covered previously, AI red teaming is a highly effective means of assessing and improving the security...
Red Teaming
Research
07.31.2024
July 31, 2024
Introduction As AI continues to evolve at a fast pace, implementing comprehensive security measures is vital for trust and...
AI Security Education
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
06.20.2024
June 20, 2024
Summary For decades, the concept of red teaming has been adapted from its military roots to simulate how a threat actor...
AI Security Data Scientists ML Ops
Research
06.06.2024
Adversarial Machine Learning, AI Security, Cybersecurity, Data Scientists, ML Ops, Supply Chain, Vulnerability research
June 6, 2024
Summary OpenAI revolutionized the world by launching ChatGPT, marking a pivotal moment in technology history. The AI arms...
Adversarial Machine Learning AI Security Cybersecurity
Research
04.29.2024
Adversarial Machine Learning, Cyber Threat Intelligence, Cybersecurity, Data Science, Malware, Supply Chain, Vulnerability research
April 29, 2024
Summary HiddenLayer researchers have discovered a vulnerability, CVE-2024-27322, in the R programming language that allows...
Adversarial Machine Learning Cyber Threat Intelligence Cybersecurity
Research
03.27.2024
March 27, 2024
Summary Generative AI has become immensely popular in the last few years, with large language models (LLMs) being integrated...
Adversarial Machine Learning Cybersecurity Data Scientists
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