Large Model Safety_广东汇博机器人技术有限公司

Sensitive Information Safeguarding

Utilizing advanced text risk detection technology and privacy identification algorithms, the LLM application firewall helps enterprises effectively identify and filter sensitive information in model outputs, ensuring data security and regulatory compliance.

Model Abuse Prevention

By continuously analyzing model input/output data, the LLM application firewall promptly detects potential risks such as abnormal role configurations and content stance deviations. This proactive monitoring mechanism maintains normal operational status and prevents model misuse.

Prompt Attack Defense

The LLM application firewall automatically detects and identifies potential risks in malicious prompts, preventing prompt injection attacks and unauthorized access attempts. Through real-time monitoring and interception mechanisms, it guarantees model outputs comply with security standards.

Computational Resource Protection

Computational resource exhaustion attacks occur when malicious actors submit specially crafted prompts to large models, triggering drastic consumption of computing resources that leads to service degradation or complete disruption. The LLM security firewall identifies GPU resource-intensive prompts, automatically logs or blocks related requests, and ensures stable business operations.

Comprehensive Protection Framework

Featuring automated detection and scoring across 30+ risk dimensions and 20 attack categories, the solution provides full coverage for all 31 sub-risks within the five major risk types specified in China's Interim Measures for Generative AI Services. It continuously monitors computational anomalies, intercepts prompt injection attacks, identifies data vulnerabilities to prevent resource exhaustion, AI impersonation, and sensitive information leakage.

Deployment Flexibility

The system offers standardized API/SDK interfaces supporting diverse deployment options including private, on-premises, or cloud-based implementations. Its flexible and straightforward deployment architecture ensures compatibility with mainstream IT infrastructures and enterprise security standards, requiring no complex modifications to existing systems while adapting seamlessly to various business scenarios.