Deepseek R1 0528 Qwen3 8b profile
Deepseek R1 0528 Qwen3 8b — security & risk dashboard
Known weaknesses, safety and security advisories, and documented real-world incidents for Deepseek R1 0528 Qwen3 8b — collected automatically and re-checked every few hours, so teams building on it can see what to design around.
Last checked 20 Oct 2026
Known flaws
4
Security risks
3
Real-world incidents
0
Advisories logged
0
Security, safety & abuse risks
- Incorrect scientific answers or generated code can cause downstream harm when used without independent validation.
- Repetitive or lengthy reasoning can consume substantial inference resources; deployments should enforce token and execution limits.
- Hosted deployments can expose sensitive conversations if logging databases and credentials are inadequately protected; this is a deployment risk, not an established checkpoint vulnerability.
Known flaws & limitations
- Text-only model; it does not natively process images, audio or video.
- Published mathematics, science and coding evaluations show that answers are not consistently correct.
- DeepSeek warns that greedy decoding can cause endless repetition.
- The model can bypass its thinking pattern; DeepSeek recommends explicitly starting generation with the thinking prefix.
Security advisories & risk updates
No risk advisories logged since this profile started being tracked. New ones appear here automatically.
What this means if you are building on it
- Image, audio or video understanding without separate modality-processing components.
- Unsupervised medical, legal or other high-stakes decision-making.
- Executing generated code directly in privileged production environments.
- Applications requiring consistently short, tightly bounded response latency.
Everything here comes from published documentation, advisories and reporting, with links to the original sources. It is not a complete vulnerability database — always check the provider's own security notices before shipping.