AoI-Guided Client Selection for Robust and Timely Federated Intrusion Detection in Cloud-Edge Security Analytics

Federated learning FL is attractive for cloud-edge intrusion detection because it enables collaborative training over distributed telemetry without centralizing raw logs. In production security analytics pipelines, however, only a subset of clients participates in each round, and heterogeneous...

Wiz at Google Next: Machine-Speed Defense for Any Cloud, Any Platform, Any AI

Announcing new capabilities at Google Cloud Next that extend and deepen Wiz AI-APP coverage: From the first line of AI-generated code, across AI and agent studios, to the edge of the cloud...

SDN-SYN PoW: Intent-Aware Adaptive SDN Defense with PoW against Multi-Domain SYN Floods

The stability of Internet services is persistently challenged by the escalating scale of volumetric TCP SYN floods, as conventional defenses like SYN Cookies fail by exacerbating bandwidth depletion under modern attacks. This paper introduces SDN-SYN PoW, a novel defense architecture that...

EUVD-2020-26050

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EUVD-2017-17591

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EUVD-2019-9970

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EUVD-2018-19788

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EUVD-2025-2461

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EUVD-2021-29750

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EUVD-2024-23522

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EUVD-2025-9659

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