RCR Wireless News

How close are AI-based self-healing networks to a reality?

There's plenty of buzz around how AI can make self-healing networks a reality -- but how close are we to that, really?
IEEE

Knowledge Distillation-Based Anomaly Detection via Adaptive Discrepancy Optimization

Abstract: Knowledge distillation has emerged as a primary solution for anomaly detection, leveraging feature discrepancies between teacher–student (T–S) networks to locate anomalies. However, previous ...
IEEE

Securing Federated Learning Against Extreme Model Poisoning Attacks via Multidimensional Time Series Anomaly Detection on Local Updates

Abstract: Current defense mechanisms against model poisoning attacks in federated learning (FL) systems have proven effective up to a certain threshold of malicious clients (e.g., 25% to 50%). In this ...

SKYX Announces Collaboration with NVIDIA on its Connect Program, Cloud, and AI Ecosystem for its Patented Ceiling All-In-One Smart Home Platform and Hub

NVIDIA Connect Supports Advanced Technology Companies Developing AI-powered Products Part of NVIDIA’s Connect Program is to ...

How Blockchain And AI Will Create The New Era Of Secure Infrastructure

Together, they create an infrastructure layer designed for a world where attacks are automated, data is abundant and digital ...