HiddenLayer vs Lasso Security — Comparison

HiddenLayer

2026 AI Threat Landscape Report Backed by patented technology and industry-leading adversarial AI research, our platform provides AI Discovery, AI Supply Chain Security, AI Attack Simulation, and AI Runtime Security. Developers are embedding AI into tools and workflows faster than security teams can track, leaving blind spots that grow before anyone notices. Third-party models introduce unknown code and vulnerabilities, and it’s hard to secure what you didn’t build yourself. Traditional tools can’t test or predict how applications behave under pressure, making it hard to know if your defenses actually work. Most organizations lack the tools and plans to detect or respond when AI systems are compromised. Our platform proactively defends against the full spectrum of AI threats, safeguarding your IP, compliance posture, and enterprise operations. Identify and build an inventory of the AI applications, models, and assets in your environment. Analyze, identify risks, and protect your AI applications, models, and assets as you build. Continually identify threats and validate defenses to safeguard agentic and generative AI applications at scale. Firewall to monitor, detect, and respond real-time to adversarial threats on agentic and generative AI applications. Simplified deployment with pre-built integrations into CI/CD, MLOps, Data Pipelines, and SIEM/SOAR. Reduction in exposure to AI exploits Disclosed through our security research Secure your AI with precision-built defenses. Detect hidden risks in third-party and proprietary models. Identify threats early and validate defenses continuously. Prevent misuse, data leakage, and adversarial attacks with policy-based controls. Safeguard autonomous systems and protect against rogue behavior. Address your AI Security needs by a specific industry or role. Securely Innovate with AI for Fraud Detection, Trading, Compliance, and Customer Engagement. Accelerate AI innovation, safely and confidently. Protect Agentic, Generative, and Predictive AI Systems for Mission Assurance. Enable Safe and Scalable AI Adoption. Build AI applications securely without compromising speed or flexibility. As enterprises embrace AI, security can’t be an afterthought. HiddenLayer makes it possible for CISOs to lead with confidence and keep innovation secure. Securing AI requires protection across the entire lifecycle. HiddenLayer delivers end-to-end visibility and defense so CISOs can safeguard AI at every stage. 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. 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 nee

Lasso Security

Lasso’s AI Security Platform gives enterprises visibility, control, and protection across AI models, agents, and apps. Reduce GenAI risk in real time.

Protection for every AI application you build and deploy, wherever it runs. Decentralized ownership has led to Shadow AI across the enterprise. Security teams have zero visibility into the AI tools and agents employees are using and creating. Traditional security relies on predictable rules, but AI is non-deterministic. Preventing risk requires analyzing the intent behind an agent's actions rather than relying on fixed patterns. Foundational models are inherently vulnerable, introducing risk into the software supply chain. Frequent provider updates can instantly change the behavior of any agent or application built on top of them. AI systems are a critical attack surface. Adversaries are exploiting them by manipulating model behavior and bypassing agent guardrails, taking advantage of security gaps that cannot detect these anomalies or threats in real time. Comprehensive security across all your AI users, models, agents, and applications from build time to runtime. Lasso is purpose-built for enterprises with speed, scale, precision, and cost efficiency at the core of our AI Security Platform. More cost-effective than cloud-native guardrails Per classification using the fastest LLM as a judge Patents-pending on proprietary AI innovation Accuracy rate across content, context, and intent detections Attack types techniques used by our offensive AI agents “Lasso’s investigative tools have been incredibly valuable. But they also help to prevent risks proactively by educating our employees about responsible AI usage. This has been key to enabling innovation while maintaining compliance and security.” Lasso's full security suite has been crucial in fortifying our GenAI applications. Their approach ensures our organization, customers, data, and employees stay protected from various attacks while allowing me full control over my environment. As a consultant, I’ve worked with countless security tools, but Lasso Security stands out with its comprehensive suite and LLM-first approach. It offers robust observation and protection for sensitive data and enables fast remediation and real-time response. In the fast-evolving AI landscape, Lasso delivers true value. As a CEO focused on driving innovation and growth, ensuring the security of AI initiatives for our clients is paramount. We’re proud to have Lasso as our trusted security partner in adopting GenAI, enabling us to focus on what we do best—innovating and growing Lasso Security’s comprehensive security suite has been a critical part in securing our GenAI infrastructure. The level of control and visibility it provides ensures that both our internal data and client information are shielded from emerging threats and gives us the confidence to embrace GenAI safely

HiddenLayer

Lasso Security

HiddenLayer

Lasso Security

HiddenLayer

Lasso Security