7,000 Langflow servers are under attack. LangGraph and LangChain have the same holes

Attackers are actively exploiting path traversal and SQL injection in Langflow, LangGraph, and LangChain — below where your ...

DeepSeek open sources DSpark, a new framework to speed up LLM inference by up to 85%

DSpark can make decoding faster, but acceptance quality still determines how much speed the system actually realizes.
GitHub

Core 7 layers of production grade agentic system

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GitHub

Trustworthy-AI-Group/Adversarial_Examples_Papers

Zeyue Tian , Lei Ke , Zhaoyang Liu , Ruibin Yuan , Liumeng Xue , Yujiu Yang , Weijia Chen , Xu Tan , Qifeng Chen , Wei Xue , Yike Guo Grammar-Constrained Decoding Can Jailbreak LLMs into Generating ...