GenAI Secure AI Application.
Generative Artificial Intelligence (GenAI) can be used to secure AI applications in a number of ways, including:
Monitoring
GenAI can identify irregular activity in network traffic, user behavior, and system logs that could indicate security threats. It can then trigger an alert to investigate and mitigate the issue.
Automating security tasks
GenAI can automate routine security tasks, such as scanning for vulnerabilities and configuring firewalls. This frees up human resources to focus on more complex issues.
Threat modeling
This process helps identify potential threats and vulnerabilities specific to the application.
Security control review
This process evaluates the existing security controls and measures within the AI application's architecture.
Security principles
Organizations can safeguard their models by implementing key security principles, such as encryption, zero-trust architecture, and stringent access controls.
Continuous monitoring
Continuous monitoring, detection, and governance can help maintain the security and compliance of AI models throughout their lifecycle.