AI Agents Security
Whether you’re building on Vertex AI, Microsoft Copilot, AWS Bedrock, Salesforce Agentforce, or any other cloud or third-party service, Lasso Security governs the entire lifecycle of your AI agents from build-time to runtime.
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The Cascading Risks of Agentic AI
Everyone is an Agent Builder
AI agents are proliferating across your enterprise and are connected to sensitive databases, trigger third-party tools, and make real-time decisions on your behalf. This decentralized ownership creates a dynamic attack surface.
Non-Deterministic Agent Behavior
AI agents don't follow predictable execution paths. Because their reasoning is probabilistic, the same prompt can trigger entirely different tool sequences and data access depending on the context.
AI Threats Landscape
Adversaries exploit the fundamental ways AI agents operate through attack vectors and evasion techniques. Without the ability to understand intent behind each interaction and agent action, threats hide within seemingly approved content.
Awards & Recognitions
The Lasso AI Security Platform
Built from the ground up in the AI era, Lasso’s AI Security Platform empowers enterprises to unlock the full potential of LLMs and AI agents safely, responsibly, and confidently.
AI Usage Control
AI Agents Security
AI Application Protection
Secured by Design, Protected at Scale
Visibility and Governance for Business Builders
Discover and inventory every AI agent in your environment and ensure AI adoption aligns with corporate policy and operational governance.
Comprehensive Cross-Platform Coverage
No matter which cloud, third-party service, or AI builder platform you choose, every agent is automatically discovered, assessed, and protected as they run autonomously.
Continuous Monitoring & Audit Trails
Establish consistent auditing across hundreds of agents and thousands of tool calls with audit trails for every agent activity and decision in real-time, with clear insight into what agents are the most popular amongst your teams and trends around operational utilization.
Runtime Protection with Intent Deputies
Deploy third-party copilots and low-code agents with absolute confidence by decoding over 3000+ obfuscation techniques and detecting threats at the intent layer.
Core Components of AI Agent Security
Agent & Tool Discovery
Discover and inventory every agent and their tools in your environment and get risk scores that highlight which agents require immediate attention.
AI Attack Path Analysis
Map your agents and visualize their connections to third-party tools, databases, and internal services to identify potential attack paths for AI threats.
AI Security Posture Management (AI-SPM)
Implement secure-by-design policies that align with OWASP, MITRE, NIST and more and that define how agents should behave, what tools they can use, and which resources they're permitted to access.
Identity & Access Management
Identify and categorize overprivileged or high-risk agents to stop dangerous usage patterns and reduce the attack surface.
AI Threat Detection and Response
Protect your AI environment from adversarial manipulation by blocking inputs designed to bypass safety guardrails or trick the agent into performing unauthorized actions.
FAQs
What is AI agent security?
Why is agentic AI more difficult to secure than traditional AI?
What are the biggest security risks with AI agents?
Does Lasso discover AI agents built on cloud or third-party platforms?
What is AI Security Posture Management (AI-SPM)?
How does Lasso handle non-deterministic AI agent behavior?
What is the difference between monitoring and auditing for AI agents?
How does Lasso protect against prompt injection in AI agents?
Can Lasso identify overprivileged or high-risk AI agents?
How quickly can enterprises deploy AI agent security with Lasso?
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