Key Security Risks Faced by AIGC Technologies
Content Security Risks
Generation of harmful content such as false/misleading information, biased/discriminatory outputs, or material violating public order and legal/regulatory requirements.
Operational Security Risks
OS/application vulnerabilities, insecure network communications, improper data storage practices, API exposure risks, Identity & Access Management gaps, etc.
Training Security Risks
Risks introduced by training data, such as sensitive data leakage, intellectual property infringement, privacy breaches and corpus contamination.
Chaitin AIGC Security Assessment Services
Foundation Model Security Testing
Batch-evaluate the model’s response to prohibited content via automated testing tools, rapidly identifying content security blind spots.
Model Application Scenario Security Testing
Simulate the behavior of real attackers and conduct “red team” attacks on the model using various jailbreaking techniques to uncover underlying security vulnerabilities.
Basic Operational Environment Security Testing
Starting from the system architecture, identify vulnerabilities and configuration risks in the model’s operational environment.
Service Advantages
Multi-Dimensional Coverage
- An assessment framework spanning data, algorithms, models and infrastructure, delivering multi-scenario and multi-role evaluation.
- Focused on validating operational security, and tailored for highly regulated sectors (finance, healthcare, government, education, etc).
Systematic Methodology
- Through the strategic combination of coverage-based penetration testing and depth-based penetration testing, the assessment process ensures end-to-end coverage of risk discovery, root cause tracing and remediation guidance.
AI-Augmented Intelligence
- Integrate AI-aided testing capabilities with automated testing platform to achieve efficient and intelligent security assessment, significantly reducing costs and improving efficiency.