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The results demonstrate that the proposed framework achieves higher detection accuracy 87% and clustering quality 0.99 compared to existing approaches.
Collaboration among intrusion detection devices can be used to gain higher detection accuracy and cost efficiency as compared to its traditional single host-based counterpart.
Empirically, we conduct extensive experiments on the sky dataset, and the results indicate that our approach has a higher detection accuracy than the state-of-the-art methods under various weather conditions.
Experiments show that Faster-RCNN is not only more faster but also has higher detection accuracy.
Above all, the proposed scheme not only achieves variable-capacity, higher security, higher detection accuracy, and strong recovery ability but also can resist collage attack and mean attack.
As a result, our experiments show a higher detection accuracy compared with the existing VAD methods on the same Microsoft Research Asia MSRAA) mandarin speech corpus.
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Simulation results indicate that this system can detect weak signal with high detection accuracy and low signal to noise ratio (SNR).
Experiments on real traffic traces show that this method has high detection accuracy and low detection delays, and excels at detecting low intensity attacks.
Our method shows high detection accuracy accompanied by a reduced number of false positives and negatives.
Existing dynamic SQLIA detectors provide high detection accuracy yet may have ignored another focus: efficiency.
The whole IDS module is able to run with low computational complexity and high detection accuracy.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com