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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

G. Kesidis

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Open access Oct 2026

Strong evasive backdoor attacks and an ensemble defense

Various defenses have been proposed to counter backdoors in deep neural network classifiers, but due to the diverse mechanisms through which backdoor triggers can be incorporated into data samples, no single defense is universally effective. We introduce an ensemble defense that consolidates the complementary strengt...

Guangmingmei Yang, G. Kesidis, David J. Miller · 0 citations
Preprint Aug 2026

Performance and Cost-Aware Cache Provisioning

This paper presents a novel hybrid segmented policy that reduces capacity requirements while keeping processing costs low and shows that dynamically adjusting the segment ratio in segmented policies based on historical workload patterns enhances efficiency.

R. Tanvir, G. Kesidis · 0 citations

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