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Timeliness: A New Design Metric and a New Attack Surface

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arxiv 2312.17220 v1 pith:XCVWUV4Z submitted 2023-12-28 cs.IT cs.NIeess.SPmath.IT

classification cs.ITcs.NIeess.SPmath.IT
keywords informationnetworknetworksadversarialadversariesage-basedarticleattacks
verification ladder T0 review T1 audit T2 compute T3 formal
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As the landscape of time-sensitive applications gains prominence in 5G/6G communications, timeliness of information updates at network nodes has become crucial, which is popularly quantified in the literature by the age of information metric. However, as we devise policies to improve age of information of our systems, we inadvertently introduce a new vulnerability for adversaries to exploit. In this article, we comprehensively discuss the diverse threats that age-based systems are vulnerable to. We begin with discussion on densely interconnected networks that employ gossiping between nodes to expedite dissemination of dynamic information in the network, and show how the age-based nature of gossiping renders these networks uniquely susceptible to threats such as timestomping attacks, jamming attacks, and the propagation of misinformation. Later, we survey adversarial works within simpler network settings, specifically in one-hop and two-hop configurations, and delve into adversarial robustness concerning challenges posed by jamming, timestomping, and issues related to privacy leakage. We conclude this article with future directions that aim to address challenges posed by more intelligent adversaries and robustness of networks to them.

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