HiddenLayer vs Wiz
Side-by-side comparison of AI visibility scores, market position, and capabilities
HiddenLayer protects AI models from adversarial attacks, model theft, and evasion techniques with a model-agnostic security layer requiring no architecture changes.
About
HiddenLayer is an AI security company founded in 2022 that raised $50M in Series A funding to protect machine learning models from adversarial attacks and exploitation. The platform sits between AI models and the inputs they receive, monitoring for adversarial examples, prompt injection attacks, model inversion attempts, and evasion techniques designed to manipulate model outputs. HiddenLayer also protects against model theft through model extraction detection and intellectual property protection controls that alert teams when adversaries attempt to clone proprietary models. The platform is model-agnostic and integrates with existing ML infrastructure without requiring changes to model architectures or inference pipelines. HiddenLayer serves enterprises in financial services, defense, and technology sectors where AI models process sensitive data or make high-stakes decisions. The company's security research team regularly publishes findings on novel AI attack techniques, building credibility as a thought leader in AI security alongside its commercial platform.
Cloud security platform acquired by Google (NASDAQ: GOOGL) for $32B in March 2025 — cybersecurity's largest-ever acquisition; grew from $0 to $500M ARR in 4 years with agentless Security Graph competing with Orca.
About
Wiz is a New York-based cloud security platform — acquired by Alphabet/Google (NASDAQ: GOOGL) in a $32 billion deal announced in March 2025 (the largest cybersecurity acquisition in history) — that had raised $900 million at a $12 billion valuation from Andreessen Horowitz, Lightspeed, Sequoia, and Index Ventures before the acquisition. Founded in 2020 by Assaf Rappaport and four co-founders (former Unit 8200 cyber intelligence officers and Microsoft Azure security alumni), Wiz grew from $0 to $500 million ARR in four years — the fastest SaaS company to reach $500M ARR in history — by providing agentless cloud security visibility across AWS, Azure, GCP, and Kubernetes.
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