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BIOENGINEER.ORG - Bioengineering
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News
Information Theory Meets Machine Learning to Catch Industrial Cyberattacks
18+ min ago (94+ words) Industrial control systems quietly run the modern world. They purify drinking water, route electricity through power grids, manage chemical plants, and keep assembly lines moving. When something goes wrong in these systems—whether through mechanical failure or a deliberate cyberattack…...
Machine Learning Map Reveals Hidden Paralog Vulnerabilities Across 1,005
5+ hour, 34+ min ago (613+ words) Cancer cells are masters of redundancy, and one of their most effective tricks is hiding lethal weaknesses behind duplicate genes....
AI Models Can Now Be Designed Without Training, Landmark Review Finds
7+ hour, 2+ min ago (542+ words) Designing a deep neural network has traditionally been an expensive gamble. Engineers propose an architecture, train it for hours or days on costly hardware, and only then discover whether it performs well....
RNA Architecture Drives Coronavirus Subgenomic RNA Synthesis Across Genera
10+ hour, 34+ min ago (616+ words) Coronaviruses depend on a remarkable transcriptional strategy known as discontinuous RNA synthesis to generate the subgenomic RNAs, or sgRNAs, that allow their relatively compact genomes to express a full complement of structural and accessory proteins....
Federated Intrusion Detection Framework for 5G Networks Aligned with ETSI
2+ day, 23+ hour ago (61+ words) NFV MANO Bioengineer.org Subject of Research: An AI-driven, federated intrusion detection framework (V5GIDS) for 5G networks, designed for deployment within the ETSI NFV MANO management and orchestration ecosystem using a convolutional autoencoder and random forest detection pipeline. Article Title: V5GIDS: An ETSI…...
Weighted Asynchronous Federated Learning Enables Private Intrusion
3+ day, 32+ min ago (682+ words) Wireless body area networks—the webs of tiny wearable and implantable sensors that track heart rhythms, glucose levels and blood oxygen in real time—have become the sensory backbone of modern digital healthcare. But the same open wireless links that…...
Comparing Flow-Based Models for Network Anomaly Detection under Extreme
3+ day, 36+ min ago (72+ words) Researchers at the Technical University of Košice have shown that even the most impressive-looking scores in machine-learning-based network intrusion detection can hide serious weaknesses in spotting rare attacks, particularly stealthy infiltrations and web-based exploits. In a study published in Mobile…...
A survey of graph neural networks for network intrusion detection systems
4+ day, 6+ hour ago (782+ words) Graph neural networks, a class of deep learning models built to operate directly on the structure of connected data, are rapidly reshaping how researchers think about network intrusion detection, according to a comprehensive new survey published in Artificial Intelligence Review....
New method detects obfuscated malicious JavaScript through data-dependent
4+ day, 14+ hour ago (11+ words) statement pairs Bioengineer.org...
Routing Strategies for Secure Key Exchange in Quantum Networks: A Survey
4+ day, 15+ hour ago (751+ words) Quantum key distribution has long been promoted as the ultimate answer to the looming threat that quantum computers pose to classical encryption. The physics is elegant: any eavesdropper attempting to intercept quantum-encoded keys unavoidably disturbs the quantum states carrying them,…...