AccuKnox's Secure AI solution

AccuKnox's Secure AI solution is designed to comprehensively protect AI/ML/LLM and Agentic AI systems in modern enterprise environments. The solution helps enterprises control security risks, comply with regulations and ensure safety for the entire AI lifecycle – from development, training to deployment and runtime operations.

As AI and large language models (LLMs) are increasingly deeply integrated into applications and business processes, risks such as prompt injection, data leakage, model theft, and adversarial attacks are also rapidly increasing. AccuKnox's Secure AI was created to directly address these challenges.

What is Secure AI and why do enterprises need AI security?

AccuKnox's Secure AI is an AI Security solution integrated into the AccuKnox platform, focusing on:

• Protect AI/LLM models and Agentic AI against new forms of attacks

• Provide visibility and security posture management capabilities for the entire AI pipeline

• Ensure compliance with AI governance standards and regulations

Unlike traditional security tools that focus only on infrastructure, Secure AI approaches AI as an independent attack surface that needs to be protected throughout from data, model to runtime.

AccuKnox's Secure AI solution

AccuKnox's Secure AI solution is built to comprehensively protect AI components in multi-cloud environments, including:

• Mô hình AI/ML/LLM

• Dataset and training pipeline

• AI workloads và agentic AI runtime

• Model input/output interactions

Solution supports deployment on public cloud, private cloud, hybrid and multi-cloud, suitable for enterprises deploying AI at large scale.

Architecture & key components of AccuKnox Secure AI

AI-SPM – AI Security Posture Management

• Discover and manage all AI assets (models, datasets, pipelines)

• Risk assessment and misconfiguration detection in AI environments

• Continuously track compliance with modern AI security frameworks

LLM Prompt Firewall

• Prevent prompt injection attacks

• Monitor and filter model input/output data

• Prevent leakage of sensitive data such as PII/PHI

Automated Red Teaming

• Automatically simulate adversarial attacks

• Test model jailbreak capability, bias, and logic vulnerabilities

• Early detection of weaknesses before deploying AI into production

Runtime AI & Agent Security (AI-DR)

• Monitor and protect AI runtime in real-time

• Prevent unauthorized behavior, privilege escalation and data exfiltration

• Apply Zero Trust runtime enforcement for AI workloads

 Model & Dataset Protection

• Protect training data from data poisoning and dataset tampering

• Prevent AI model copying and theft

• Ensure model integrity throughout its lifecycle

AI Governance, Risk & Compliance

• Automate audit trail and policy checks

• Support compliance with standards such as NIST AI RMF, MITRE AI, EU AI Act

• Centralized AI risk management dashboard

Key differentiators of the AccuKnox Secure AI solution

AI security from development to runtime

Secure AI protects the entire AI pipeline, from training data, models to execution environment.

Zero Trust cho AI & Agentic AI

Apply Zero Trust Security for AI runtime, strictly control all access and execution behavior.

Protection against modern AI attacks

Prevent prompt injection, model theft, adversarial attacks, and data leakage.

Meet governance & compliance for AI

Helps enterprises deploy AI securely, transparently and in compliance with legal regulations.

Who is AccuKnox's Secure AI solution suitable for?

AccuKnox's Secure AI solution is suitable for:

• Enterprises deploying AI/ML/LLM in production

• Organizations developing Agentic AI and intelligent automation systems

• Organizations need to govern, comply with and control AI risks

• Enterprises operating in finance, healthcare, sensitive data sectors

AccuKnox Secure AI in Vietnam

AccuKnox's Secure AI solution is now officially distributed in Vietnam by Sonic Tech Solutions Joint Stock Company (Sonic Tech) – a provider of advanced cybersecurity solutions for enterprises.

👉 Learn more about other cybersecurity solutions at:
https://sonictech.com.vn/

👉 Official website of AccuKnox:
https://www.accuknox.com/