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.
Vectara
Managed retrieval augmented generation platform whose security relevance is grounding, citation and a hallucination evaluation model applied to responses.
CalypsoAI
Commercial platform that proxies enterprise LLM traffic through policy scanners and runs automated red teaming against models and applications.
Praetorian
Open source prompt injection testing tool released by Praetorian for probing LLM applications with adversarial inputs.
Prophet Security
AI agent that ingests security alerts, gathers supporting evidence across connected tools, and returns a reasoned verdict for analyst review.
Protect AI
Python library of composable input and output scanners that sanitize prompts and validate model responses entirely within your own environment.
HiddenLayer
Commercial platform that scans serialized model files for embedded code and watches inference traffic for extraction and evasion behavior.
CyberArk
Open source fuzzer that applies a catalog of published jailbreak and prompt injection techniques against local or hosted language model endpoints.
CrowdStrike
AI detection and response module on the Falcon platform that discovers AI tools, models and libraries in use and detects threats against them.
Arthur
Model monitoring and guardrail platform that evaluates LLM inputs and outputs inline for injection, sensitive data and unsupported claims.
Microsoft
Python framework from Microsoft for automating adversarial probing of generative AI systems, with composable attack, transformation and scoring parts.
SplxAI
Open source CLI that statically analyzes agentic AI codebases and produces a visual map of agents, their tools and the risks in that wiring.
Vectara
Managed retrieval augmented generation platform whose security relevance is grounding, citation and a hallucination evaluation model applied to responses.
CalypsoAI
Commercial platform that proxies enterprise LLM traffic through policy scanners and runs automated red teaming against models and applications.
Praetorian
Open source prompt injection testing tool released by Praetorian for probing LLM applications with adversarial inputs.
Prophet Security
AI agent that ingests security alerts, gathers supporting evidence across connected tools, and returns a reasoned verdict for analyst review.
Protect AI
Python library of composable input and output scanners that sanitize prompts and validate model responses entirely within your own environment.
HiddenLayer
Commercial platform that scans serialized model files for embedded code and watches inference traffic for extraction and evasion behavior.
CyberArk
Open source fuzzer that applies a catalog of published jailbreak and prompt injection techniques against local or hosted language model endpoints.
CrowdStrike
AI detection and response module on the Falcon platform that discovers AI tools, models and libraries in use and detects threats against them.
Arthur
Model monitoring and guardrail platform that evaluates LLM inputs and outputs inline for injection, sensitive data and unsupported claims.
Microsoft
Python framework from Microsoft for automating adversarial probing of generative AI systems, with composable attack, transformation and scoring parts.
SplxAI
Open source CLI that statically analyzes agentic AI codebases and produces a visual map of agents, their tools and the risks in that wiring.
Prompt Security
Inspects GenAI traffic across employee tools, homegrown applications and AI coding assistants, applying redaction and blocking policy inline.
Protect AI
Open source prompt injection detector that layers heuristics, a classifier prompt, a vector store of known attacks and canary tokens.
Alter
Commercial product in the AI security category addressing identity and access control for AI agents.
NVIDIA
Toolkit for defining rails on an LLM conversation using a dedicated modeling language, controlling input, output, topic, retrieval and tool execution.
Lakera
Detection API that classifies prompts and model outputs for injection, jailbreak attempts, sensitive data and policy violations before they land.
Cisco
Open source project from Cisco's AI Defense group addressing security controls for AI agent and LLM application activity.
Arize AI
LLM and ML observability platform that captures application traces and runs evaluations over them, with an open source tracing and evaluation component.
Runlayer
Commercial control layer for AI agent tool access, mediating connections between agents and the systems they act on.
Protect AI
Scanning gateway for machine learning model files that inspects serialized artifacts for executable payloads and enforces policy on what may be pulled.
7AI
Platform that applies AI agents to security operations work such as alert triage, phishing analysis and exposure investigation.
Prompt Security
Inspects GenAI traffic across employee tools, homegrown applications and AI coding assistants, applying redaction and blocking policy inline.
Protect AI
Open source prompt injection detector that layers heuristics, a classifier prompt, a vector store of known attacks and canary tokens.
Alter
Commercial product in the AI security category addressing identity and access control for AI agents.
NVIDIA
Toolkit for defining rails on an LLM conversation using a dedicated modeling language, controlling input, output, topic, retrieval and tool execution.
Lakera
Detection API that classifies prompts and model outputs for injection, jailbreak attempts, sensitive data and policy violations before they land.
Cisco
Open source project from Cisco's AI Defense group addressing security controls for AI agent and LLM application activity.
Arize AI
LLM and ML observability platform that captures application traces and runs evaluations over them, with an open source tracing and evaluation component.
Runlayer
Commercial control layer for AI agent tool access, mediating connections between agents and the systems they act on.
Protect AI
Scanning gateway for machine learning model files that inspects serialized artifacts for executable payloads and enforces policy on what may be pulled.
7AI
Platform that applies AI agents to security operations work such as alert triage, phishing analysis and exposure investigation.