AI Security
Test and defend models, prompts, agents and the infrastructure around them.
45 tools profiled
How it differs Tests and guards models, LLM applications and agents against prompt injection, jailbreaks and data leakage. Scanning an AI app's own code is still SAST or SCA.
7AI
Platform that applies AI agents to security operations work such as alert triage, phishing analysis and exposure investigation.
Akto
API security platform that builds an API inventory from mirrored traffic and runs automated tests for authorization, injection and data exposure flaws.
Alter
Commercial product in the AI security category addressing identity and access control for AI agents.
Arize AI
LLM and ML observability platform that captures application traces and runs evaluations over them, with an open source tracing and evaluation component.
Arthur
Model monitoring and guardrail platform that evaluates LLM inputs and outputs inline for injection, sensitive data and unsupported claims.
CalypsoAI
Commercial platform that proxies enterprise LLM traffic through policy scanners and runs automated red teaming against models and applications.
Cerbos
Decoupled authorization engine that evaluates YAML policies over a principal, resource and action and returns an allow or deny decision over an API.
CrowdStrike
AI detection and response module on the Falcon platform that discovers AI tools, models and libraries in use and detects threats against them.
Cylake
Commercial platform in the AI security category, offered as a hosted service.
Future AGI
Evaluation and observability platform for LLM applications, combining offline scoring of model output with runtime checks on inputs and responses.
Galileo
Evaluation and observability platform for LLM and agent applications, with purpose built scoring models and an inline guardrail path.
Giskard
Python testing library that scans models and LLM applications for security and quality failures, then turns findings into a reusable test suite.
7AI
Platform that applies AI agents to security operations work such as alert triage, phishing analysis and exposure investigation.
Akto
API security platform that builds an API inventory from mirrored traffic and runs automated tests for authorization, injection and data exposure flaws.
Alter
Commercial product in the AI security category addressing identity and access control for AI agents.
Arize AI
LLM and ML observability platform that captures application traces and runs evaluations over them, with an open source tracing and evaluation component.
Arthur
Model monitoring and guardrail platform that evaluates LLM inputs and outputs inline for injection, sensitive data and unsupported claims.
CalypsoAI
Commercial platform that proxies enterprise LLM traffic through policy scanners and runs automated red teaming against models and applications.
Cerbos
Decoupled authorization engine that evaluates YAML policies over a principal, resource and action and returns an allow or deny decision over an API.
CrowdStrike
AI detection and response module on the Falcon platform that discovers AI tools, models and libraries in use and detects threats against them.
Cylake
Commercial platform in the AI security category, offered as a hosted service.
Future AGI
Evaluation and observability platform for LLM applications, combining offline scoring of model output with runtime checks on inputs and responses.
Galileo
Evaluation and observability platform for LLM and agent applications, with purpose built scoring models and an inline guardrail path.
Giskard
Python testing library that scans models and LLM applications for security and quality failures, then turns findings into a reusable test suite.
HiddenLayer
Commercial platform that scans serialized model files for embedded code and watches inference traffic for extraction and evasion behavior.
Holistic AI
AI governance platform for inventorying models, assessing risk against regulatory frameworks and running bias audits on automated decision systems.
Knostic
Detects where enterprise AI assistants expose data users should not reach, and maps the permission mistakes behind each exposure.
Lakera
Detection API that classifies prompts and model outputs for injection, jailbreak attempts, sensitive data and policy violations before they land.
Lasso Security
GenAI security platform covering discovery of AI tools in use, inspection of prompts and responses, and controls on what data reaches a model.
Mindgard
Runs a library of AI attacks against your deployed models through their normal interface and reports which ones succeeded.
NeuralTrust
AI gateway that inspects and enforces policy on LLM traffic, paired with adversarial testing and conversation observability.
Noma Security
AI security posture management that inventories models, pipelines and agents, scores their risk, and watches them at runtime.
Prompt Security
Inspects GenAI traffic across employee tools, homegrown applications and AI coding assistants, applying redaction and blocking policy inline.
Prophet Security
AI agent that ingests security alerts, gathers supporting evidence across connected tools, and returns a reasoned verdict for analyst review.
Protect AI
Scanning gateway for machine learning model files that inspects serialized artifacts for executable payloads and enforces policy on what may be pulled.
Protecto
Data privacy layer for AI pipelines that identifies sensitive fields in text and substitutes tokens so models never see the underlying values.
HiddenLayer
Commercial platform that scans serialized model files for embedded code and watches inference traffic for extraction and evasion behavior.
Holistic AI
AI governance platform for inventorying models, assessing risk against regulatory frameworks and running bias audits on automated decision systems.
Knostic
Detects where enterprise AI assistants expose data users should not reach, and maps the permission mistakes behind each exposure.
Lakera
Detection API that classifies prompts and model outputs for injection, jailbreak attempts, sensitive data and policy violations before they land.
Lasso Security
GenAI security platform covering discovery of AI tools in use, inspection of prompts and responses, and controls on what data reaches a model.
Mindgard
Runs a library of AI attacks against your deployed models through their normal interface and reports which ones succeeded.
NeuralTrust
AI gateway that inspects and enforces policy on LLM traffic, paired with adversarial testing and conversation observability.
Noma Security
AI security posture management that inventories models, pipelines and agents, scores their risk, and watches them at runtime.
Prompt Security
Inspects GenAI traffic across employee tools, homegrown applications and AI coding assistants, applying redaction and blocking policy inline.
Prophet Security
AI agent that ingests security alerts, gathers supporting evidence across connected tools, and returns a reasoned verdict for analyst review.
Protect AI
Scanning gateway for machine learning model files that inspects serialized artifacts for executable payloads and enforces policy on what may be pulled.
Protecto
Data privacy layer for AI pipelines that identifies sensitive fields in text and substitutes tokens so models never see the underlying values.