AI Attack Simulation | HiddenLayer
Manual Red Teaming and Traditional Testing Aren’t Enough
Models Change Frequently
Retraining and fine-tuning create new vulnerabilities weekly.
Agent Systems Expand Attack Surface
Each tool, plugin, or API becomes a new exploitation path.
Adversarial Techniques Evolve
Prompts, jailbreaks, and token-level attacks evolve faster than internal teams can keep pace.
Prompt Attack Simulation
Test for jailbreaks, injection, role confusion, and harmful response patterns.
Model Exfiltration & Data Leakage Testing
Probe for extraction of PHI, PII, or proprietary data.
Agent Misuse & Unsafe Tool Use
Simulate unauthorized actions through agent tools and APIs.
Adversarial AI Threat Simulation
Attack using real adversarial techniques.
Security Policy Assurance
Validate AI behavior against security policies.
System Prompt Hardening
Identify prompt weaknesses causing leakage or override.
Continuous Security Testing
Force the agent to attempt harmful or unauthorized actions.
Automated Reports & Guardrail Recommendations
Get actionable fixes for each finding.
"As enterprises embrace AI, security can’t be an afterthought. HiddenLayer makes it possible for CISOs to lead with confidence and keep innovation secure."
Tomas Maldonado
CISO, NFL
"Securing AI requires protection across the entire lifecycle. HiddenLayer delivers end-to-end visibility and defense so CISOs can safeguard AI at every stage."
Jerry Davis
Founder, Gryphon X
"The integrity of AI systems is as critical as the integrity of our software supply chains. If we can't secure the building blocks of AI, we risk exposing enterprises to new classes of attack. HiddenLayer is tackling this problem at its root, delivering the protections the world needs most."
Thomas Pace
Co-Founder & CEO, NetRise
"Strong governance is critical as AI becomes embedded across enterprises. HiddenLayer provides the comprehensive framework needed to manage risk and align AI adoption with visibility, compliance, and accountability."
Gary McAlum
Prior CISO, AIG
"AI introduces risks that traditional cybersecurity tools weren't built to handle. HiddenLayer's comprehensive platform consolidates what CISOs need to manage and defend the critical AI tools that enable the business."
Timothy Youngblood
CISO in Residence, Astrix Security
"AI security demands purpose-built technology and trusted partners to counter AI attack vectors. HiddenLayer arms CISOs with a comprehensive platform to identify and manage AI-specific risks, enabling organizations to innovate with confidence and at the speed of modern business."
Josh Lemos
CISO, GitLab
"One of the elements that impresses me about HiddenLayer is the elegance of their technology. Their non-invasive AIDR solution provides robust, real-time protection against adversarial attacks without ever needing to access a customer's sensitive data or proprietary models. This is a game-changer for enterprises in regulated industries like finance and healthcare, as well as federal agencies, where data privacy is paramount."
Doug Merritt Chairman
CEO & President at Aviatrix and prior CEO at Splunk
Top 5 AI Threat Vectors in 2025
AI is powering the next generation of innovation. Whether driving automation, enhancing customer experiences, or enabling real-time decision-making, it has become inseparable from core business operations. However, as the value of AI systems grows, so does the incentive to exploit them.