「AI 安全」工具排行榜

Real-time security guardrails for your AI code assistant

Aikido Security is represented by aikido.dev. Detect, pentest, and block security threats across your entire stack - from one unified platform.

QQ安全中心 is represented by aq.qq.com. TEG安全平台部QQ安全中心团队，守护您的QQ安全。

整合多模态内容识别与学术数据质量过滤的 AI 生成特征检测工作台。

Semgrep App Security Platform 对应 semgrep.dev。An extensible developer-friendly application security platform that scans source code to surface true and actionable security issues with AI-assisted SAST, SCA, and Secrets Detection solutions.

METR 是 METR Substack twitter 旗下与 metr.org 对应的产品官网，主要提供：METR is a research nonprofit that evaluates frontier AI models to help companies and wider society understand AI capabilities and what risks they pose.

GitGuardian 对应 gitguardian.com。Secure your SDLC and Non-Human Identities (NHIs) with GitGuardian 🔐 — detect secrets in code, repos, and tools. Available as SaaS or Self-Hosted.

防止提示注入攻击保护防止幻觉保护防止数据泄漏保护防止有害语言由开发人员为开发人员构建只需几行代码的无缝集成

Coder is represented by coder.com. Give developers a secure, governed environment to run AI coding agents at scale. Self-hosted infrastructure with full control over agent permissions, audit logging, and compliance.

Build Secure AI Applications is represented by promptfoo.dev. The AI Security Platform that catches vulnerabilities in development. Trusted by 127 of the Fortune 500 and 300,000+ developers worldwide.

Adaptive Security 对应 adaptivesecurity.com。Adaptive's next-generation security training and phishing simulation platform protects businesses from deepfakes, generative AI phishing, SMS attacks, voice phishing, and more emerging threats.

Cyble 对应 cyble.com。Discover Cyble’s AI-Native Threat Intelligence Company—unifying threat intel, digital risk protection, dark web monitoring, and takedowns for proactive defense.

Orca Security 对应 orca.security。Secure your multi-cloud environment from build to runtime with the industry-leading CNAPP. Featuring comprehensive AI security and workload defense.

Endor Labs 对应 endorlabs.com。Endor Labs is an application security platform built for AI-generated and human-written code, helping teams prioritize and fix real risk across the SDLC.

现代企业安全管理平台

自动化安全测试威胁检测市场领先的AI威胁库全生命周期保护与现有安全生态系统无缝集成

Horizon3.ai 对应 horizon3.ai。Horizon3.ai uses real-world attacks to safely show what attackers can actually do in your environment—so you can fix and prove what matters.

Cyera 对应 cyera.com。Cyera is an AI-native data security platform that helps enterprises discover, classify, govern, and protect sensitive data across cloud, SaaS, on-prem, and AI environments.

Wallarm 对应 wallarm.com。Wallarm automates real-time application protection and security testing for APIs, apps, and microservices and APIs across multi-cloud and K8s environments.

Silverfort 对应 silverfort.com。Discover and protect every dimension of identity, everywhere. Human, machine or AI, cloud or on-prem—including systems that couldn’t be protected before.

XBOW 对应 xbow.com。XBOW is an autonomous offensive security platform that delivers the depth and results of a premium pentesting engagement in a fraction of the time.

LayerX 对应 layerxsecurity.com。LayerX secures all user and agentic interactions across any browser, app and IDE.

Noma Security 对应 noma.security。From models to agents, get secure, safe, and trustworthy AI with an award-winning AI security platform designed to stay ahead of AI risk.

Halcyon Anti Ransomware and Cyber Resilience Platform 对应 halcyon.ai。Halcyon is the cyber resilience platform that Global 2000 companies rely upon to defeat ransomware-as-a-service-borne attacks. With the fastest endpoint recovery methods ever built and multiple layers of resiliency, including bypass and evasion protection, key capture and automated decryption, and data extortion prevention, the Halcyon platform enables attacks to be undone in minutes.

Cloud Email Security Solutions – AI Threat Protection 对应 ironscales.com。Stop phishing, BEC, and more with an API-based platform combining AI threat detection, SOC automation, DMARC and built-in security training & simulations.

Upwind 对应 upwind.io。Combine the power of cloud security posture with runtime context and realtime protection— enabling your security team to prioritize accurately and respond fast to your most critical risks.

Aqua 对应 aquasec.com。Full dev-to-prod cloud native security platform on Kubernetes, Docker, OpenShift, Fargate, Lambda, AWS & other container platforms

The Leader in OT Cybersecurity Technology 对应 nozominetworks.com。Nozomi Networks keeps operational technology cyber resilient with OT network and endpoint visibility, threat detection, and AI-powered analysis.

Anomali 对应 anomali.com。Discover how Anomali uses AI-driven threat intelligence and a powerful security operations platform to improve visibility, detection and cyber resilience.

AI Agent Security Platform 对应 reco.ai。See every AI agent in your environment, who owns it, what it can access, and where the risk is. Reco secures agentic AI from day one across 225+ apps.

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BlockSec is represented by blocksec.com. Safeguard your DeFi protocols with end-to-end Web3 security solutions. From smart contract audits to 24/7 threat monitoring, we detect risks, automate exploit prevention, and ensure compliance.

OrcaRouter 是 OrcaRouter 旗下与 orcarouter.ai 对应的产品官网，主要提供：One OpenAI-compatible AI gateway for production AI — adaptive routing, load balancing, guardrails, agent firewall, observability and governance across 200+ models.

Cequence Security 对应 cequence.ai。Cequence enables organizations to realize the promise of AI while defending their applications and APIs from attacks, abuse, and fraud.

Hacktron AI 是 Hacktron AI 旗下与 hacktron.ai 对应的产品官网，主要提供：Hacktron autonomously reviews your code, detects real vulnerabilities, and learns from your feedback — so your team fixes what actually matters before it ships.

Zenity 对应 zenity.io。Zenity empowers enterprises to enable AI Agents securely. Our platform ensures adaptive security and governance from buildtime to runtime.

Bright Security 对应 brightsec.com。Brightsec helps teams to find and fix security issues fast with automated DAST, API, and cloud testing built for modern DevSecOps.

ReliaQuest 对应 reliaquest.com。ReliaQuest exists to Make Security Possible. GreyMatter allows security teams to detect threats at the source, contain, investigate, and respond in less than 5 minutes – eliminating Tier 1 and Tier 2 security operations work.

Drop-in MCP Security Developers Love and CISOs Trust

Obsidian 对应 obsidiansecurity.com。Obsidian Security delivers complete SaaS security—gain control, stop threats, and ensure compliance across all your business apps.

ArmorCode 对应 armorcode.com。ArmorCode's Unified Exposure Management Platform helps security teams unify, prioritize, and remediate vulnerabilities 10x faster.

iDox.ai is represented by idox.ai. Safeguard sensitive information with iDox.ai's data privacy software. Ensure compliance, reduce risk, and protect your data. Start your free trial today!

Context Graphs for your AI Agents, MCPs and LLMs.

Fiddler AI is represented by fiddler.ai. The Fiddler AI Control Plane provides enterprises with visibility, context, and control across the agentic lifecycle with observability, guardrails, and governance.

Runtime AI Security 对应 oligo.security。The runtime security platform - Everything Runtime by Oligo Security: detect, stop, and investigate threats across cloud, Code, and Ai in real time.

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Prevent security incidents with computer vision intelligence 对应 ambient.ai。Ambient.ai is transforming physical security with computer vision intelligence, empowering security teams with automated threat detection and visual verification.

AI合规和标准AI采用跟踪AI风险管理生成AI保护措施合规监管

Airia 对应 airia.com。Airia gives enterprises complete control over every AI tool, model, and agent with unified security, orchestration, and governance.