devdiscourse9d
Federated learning under siege: The silent war between poisoning attacks and security defenses
The introduction of BadUnlearn highlights a previously unaddressed security risk, demonstrating that FU alone is not a ...
IEEE16d
Knowledge- and Model-Driven Deep Reinforcement Learning for Efficient Federated Edge Learning: Single- and Multi-Agent Frameworks
Abstract: In this paper, we investigate federated learning (FL) efficiency improvement in practical edge computing systems, where edge workers have non-independent and identically distributed (non-IID ...
IEEE23d
FedBCD: Federated Ultrasound Video and Image Joint Learning for Breast Cancer Diagnosis
The parameter-efficient design of JUVIL with trainable adapters and frozen backbone further reduces the computational cost and communication burden of federated learning, finally improving the overall ...
Geeky Gadgets23d
Transform Ideas into Diagrams Instantly with Excalidraw AI Text-to-Diagram Tool
Excalidraw is an innovative online whiteboarding tool that uses the power of artificial intelligence (AI) to convert simple text prompts into detailed, professional-quality diagrams. Whether you ...
InfoWorld26d
Federated learning: The killer use case for generative AI
That all changed when they adopted federated learning. Federated learning is emerging as a game-changing approach for enterprises looking to leverage the power of LLMs while maintaining data ...
Scientific American29d
The Curious History of Venn Diagrams
In his book The Mathematical Universe, mathematician William Dunham wrote of John Venn’s namesake legacy, the Venn diagram, “No one in the long history of mathematics ever became better known ...