AI security news and insights covering LLM security, AI agents, prompt injection, model security, AI red teaming, governance and enterprise AI risks.
The best ASPM platforms for ai generated code security tools evaluation are Semgrep, Checkmarx One, Snyk, Apiiro, Cycode, Endor Labs, Aikido Security, Ox Security, and GitHub Copilot Autofix. Each addresses a different part of the AI code risk chain: static…
AI-SPM tools inventory AI-specific assets that CSPM ignores: trained models, datasets, Jupyter notebooks, vector databases, AI agents, and the IAM paths that connect them to sensitive data. The best standalone options are Noma, Securiti, and Aim. The strongest platform-integrated modules…
GenAI security platforms are purpose-built tools that protect enterprise AI deployments across data ingestion, model posture, prompt handling, output behavior, and application integration. The strongest platforms cover at least three of those five layers. Single-layer prompt filters are the most…
Shadow AI discovery tools detect unsanctioned employee use of AI applications across network traffic, browser activity, identity provider logs, and SaaS API integrations. The tools covered here range from SSE platforms with built-in AI app catalogs to dedicated OAuth and…
AI asset inventory tools discover, catalog, and continuously monitor the AI components inside an organization: trained models, fine-tuned checkpoints, embedding stores, datasets, inference endpoints, agent pipelines, prompt templates, and third-party model API connections. The strongest platforms attach access context, data…
To evaluate AI agent security platforms without being misled by demos , and to understand how to evaluate AI agent security platforms in a way that produces a defensible purchase decision , run a staged proof of concept against your…
The best Noma Security alternatives for enterprise AI agent protection are Lasso Security, Zenity, Straiker, Prompt Security, WitnessAI, Lakera, Obsidian Security, and Protect AI. Each addresses a distinct gap: Zenity for Microsoft Copilot and low-code agent coverage, Lakera for prompt…
The ai agent security companies market covers six functional control planes: agent discovery and inventory, agent identity and access, runtime enforcement and session control, guardrail and prompt-layer protection, governance and policy management, and red teaming and adversarial testing. Vendors in…
Comparing Noma Security vs Lasso Security requires mapping each platform to a specific layer of the AI stack before evaluating features. Noma Security fits security teams whose AI risk is concentrated in the development and deployment pipeline , model inventory,…
AI guardrail platforms are application-layer controls that sit between a client and an LLM to block prompt injection, detect sensitive data in outputs, and flag policy violations before they reach the user. They are distinct from model-level safety filters: model…
