IEEE

Artificial Intelligence in Combat Decision-Making: Weapon Target Assignment via Reinforcement Learning and Graph Neural Networks

Abstract: Selecting targets to attack and assigning weapons are among the most critical decisions on the battlefield. The decision problem is represented as a dynamic weapon-target assignment (DWTA) ...
IEEE

A Deep Dynamic Graph Generative Framework for Blockchain Phishing Detection

Abstract: Blockchain phishing scams cause billions in annual losses, yet extreme data imbalance severely hampers existing detection algorithms. Current dynamic graph generation methods fragment ...
SiliconANGLE

Cato Networks unveils Dynamic Prevention to stop stealthy, long-running cyberattacks

Cloud networking company Cato Networks Ltd. today announced the launch of Cato Dynamic Prevention, an auto-adaptive threat prevention engine that allows enterprises to proactively block advanced ...
News Medical

Machine learning model can accurately predict avian influenza outbreak patterns in Europe

Local factors such as seasonal temperature, the year-dependent water and vegetation index, and data on animal density can be used to predict regional outbreaks of avian flu in Europe. This is the ...
acm.org

Shields for Safe Reinforcement Learning

Download PDF Join the Discussion View in the ACM Digital Library Deep reinforcement learning (DRL) has elevated RL to complex environments by employing neural network representations of policies. 1 It ...