AccuKnox AI Security Posture Management (AI-SPM)

Unlike traditional security tools that only look at infrastructure, AI-DR focuses on the behavior of the AI itself.

What is AccuKnox AI Security Platform (AI-SPM)?

The AccuKnox AI Security Platform (AI-SPM) is designed to secure AI applications, models, and pipelines by providing security, governance, and risk management capabilities specifically for AI environments. It addresses security challenges associated with modern AI systems, including large language models (LLMs), AI agents, and AI-driven applications.

The platform focuses on protecting AI workloads across development and runtime environments while enabling visibility, control, and compliance for AI systems.

Why AI Security Matters

AI systems introduce new security risks that are different from traditional application and cloud security. These include:

• Prompt injection attacks targeting AI models
• Exposure of sensitive data used in AI training and inference
• Risks associated with AI pipelines and model deployment
• Lack of governance and compliance controls for AI usage

AccuKnox addresses these challenges by providing dedicated security capabilities tailored for AI systems and workloads.

Key Challenges in AI Security

AI-Specific Threats

AI systems are exposed to threats such as prompt injections and adversarial inputs that are not addressed by traditional security tools.

Data Exposure Risks

Sensitive data used by AI models can be exposed during training or inference.

Lack of AI Governance

Organizations require governance, risk, and compliance controls specific to AI systems.

Securing AI Pipelines

AI model development and deployment pipelines introduce additional security risks.

Runtime Risks

AI applications and agents operating in production environments can be exploited if not properly secured.

Core Capabilities of AccuKnox AI Security Platform

AI Security Posture Management (AI-SPM)

Provides visibility into AI security risks and misconfigurations across environments.

AI Governance, Risk, and Compliance (AI-GRC)

Enables governance frameworks, policy enforcement, and compliance for AI systems.

AI Red Teaming

Identifies vulnerabilities in AI models and applications by simulating adversarial scenarios.

Prompt Firewall

Protects AI models against prompt injection and malicious inputs.

AI Pipeline Security

Secures AI development and deployment pipelines.

Data Security for AI

Protects sensitive data used in AI systems.

AI Runtime Security

Provides protection for AI applications and workloads during runtime.

Agent Security and Sandboxing

Secures AI agents and controls their execution environments.

Model Cards and Observability

Provides visibility into AI models, including metadata and behavior.

Benefits of AccuKnox AI-SPM

• Improved Visibility
  Provides insight into AI systems, models, and associated risks
• Enhanced Security for AI Workloads
  Addresses AI-specific threats such as prompt injection and data exposure
• Governance and Compliance
  Supports AI governance and policy enforcement
• Protection Across AI Environments
  Secures AI applications in development and runtime environments

Use Cases

Securing Large Language Models (LLMs)

Protects LLMs from prompt injection and misuse.

AI Application Security

Secures AI-powered applications against emerging threats.

AI Pipeline Security

Ensures secure development and deployment of AI models.

AI Governance and Compliance

Enforces governance and compliance controls for AI systems.

AI Agent Security

Secures autonomous AI agents and their interactions.

AccuKnox Approach to AI Security

AccuKnox extends its security platform to AI environments by incorporating:

• AI-specific security capabilities such as prompt firewall and red teaming
• Governance and compliance controls through AI-GRC
• Protection for AI pipelines, data, and runtime environments

This approach enables organizations to secure AI systems while maintaining visibility and control across environments.

Conclusion

The AccuKnox AI Security Platform (AI-SPM) provides security, governance, and protection capabilities tailored for modern AI systems. By addressing AI-specific risks such as prompt injection, data exposure, and pipeline vulnerabilities, AccuKnox enables organizations to adopt AI technologies more securely.

The platform combines posture management, governance, and runtime protection to support secure AI operations across different environments.