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AoI-Guided Client Selection for Robust and Timely Federated Intrusion Detection in Cloud-Edge Security Analytics
Arxiv
0+阅读 · 5月7日
On the Evaluation of Spiking Neural Network Configurations for Network Intrusion Detection
Arxiv
0+阅读 · 5月31日
nCMD: Benign-Anchored Feature Selection for Imbalanced Network Intrusion Detection
Arxiv
0+阅读 · 6月7日
XAI and Statistical Analysis for Reliable Intrusion Detection in the UAVIDS-2025 Dataset: From Tree to Hybrid and Tabular DNN Ensembles
Arxiv
0+阅读 · 5月13日
Semantic Multi-Agent Intrusion Detection for IoT:Zero-Day and Adversarial Threats with Risk-Aware Reasoning
Arxiv
0+阅读 · 6月9日
An Improved CNN-LSTM Based Intrusion Detection System for IoT Networks
Arxiv
0+阅读 · 6月4日
NOS-Gate: Queue-Aware Streaming IDS for Consumer Gateways under Timing-Controlled Evasion
Arxiv
0+阅读 · 6月1日
Do Transformers Actually Help Intrusion Detection? A Temporal Sequence Evaluation on CIC-IDS2017
Arxiv
0+阅读 · 6月9日
Evaluating Tabular Representation Learning for Network Intrusion Detection
Arxiv
0+阅读 · 5月4日
Targeted Adversarial Traffic Generation : Black-box Approach to Evade Intrusion Detection Systems in IoT Networks
Arxiv
0+阅读 · 3月24日
On the Challenges of Holistic Intrusion Detection in ICS
Arxiv
0+阅读 · 4月23日
Hybrid Quantum-Classical Autoencoders for Unsupervised Network Intrusion Detection
Arxiv
0+阅读 · 4月2日
An Experimental Study of Machine Learning-Based Intrusion Detection for OPC UA over Industrial Private 5G Networks
Arxiv
0+阅读 · 3月24日
A-THENA: Early Intrusion Detection for IoT with Time-Aware Hybrid Encoding and Network-Specific Augmentation
Arxiv
0+阅读 · 4月23日
A systematic review of metaheuristics-based and machine learning-driven intrusion detection systems in IoT
Arxiv
0+阅读 · 4月6日
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