Antifragile Communications
@article{Lichtman2018AntifragileC,
title={Antifragile Communications},
author={Marc Lichtman and Matthew Vondal and Thomas Charles Clancy and Jeffrey H. Reed},
journal={IEEE Systems Journal},
year={2018},
volume={12},
pages={659-670}
}This paper introduces the concept of antifragile communications, which we define as the capability for a communications system to improve in performance due to a system stressor or harsh condition. [] Key Method Through a novel strategy, we exploit the communications jammer, providing an increase in communications capability such as bits per second. We show that an antifragile gain is possible under a wide variety of reactive jamming scenarios and provide guidelines for realizing these gains by creating an…
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17 Citations
Reactive jammer piggybacking: Achieving antifragile electronic warfare
- Computer ScienceMILCOM 2016 - 2016 IEEE Military Communications Conference
- 2016
Results show that an antifragile gain is achievable under a variety of reactive jamming scenarios, and a jammer exploitation strategy in which the communications system causes an enemy reactive jammer to act as an unwitting relay is proposed.
FSK-Based Reactive Jammer Piggybacking
- Computer ScienceIEEE Communications Letters
- 2017
A jammer exploitation strategy is proposed in which the communications system causes an enemy reactive jammer to act as an unwitting relay, which can lead to an improvement in communications as a result of the jamming attack itself.
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This paper proposes an architecture that imparts antifragility to intelligent autonomous systems, specifically those that are goal-driven and based on AI-planning and argues that this architecture allows the system to self-improve by uncovering new capabilities obtained either through the hazards themselves or through deliberation.
Complex Networks Antifragility under Sustained Edge Attack-Repair Mechanisms
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This paper considers an edge-attack and local edge-repair response mechanism over several synthetic and real-world datasets, and quantifies both antifragility (as the dynamics of the largest connected component) and the cost incurred by edge repairs.
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Convert Harm Into Benefit: A Coordination-Learning Based Dynamic Spectrum Anti-Jamming Approach
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Simulation results indicate that the proposed CLASA algorithm can help users confront the malicious jammer, and coordinate internal spectrum access simultaneously without information exchange, and the fairness of the proposed approach under different jamming attack patterns is analyzed.
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A simply calculable measure of antifragility, based on the change of "satisfaction" before and after adding perturbations, is proposed and applied to random Boolean networks (RBNs).
A smart reactive jamming approach to counter reinforcement learning‐based antijamming strategies in GEO SATCOM scenario
- Computer Science, EngineeringInt. J. Satell. Commun. Netw.
- 2022
The proposed smart reactive SATCOM jamming approach exploits the limitations in learning patterns of Q‐learning‐based RL agent and achieves effective jamming while conserving considerable amount of jamming power.
A Novel Antifragility Measure Based on Satisfaction and Its Application to Random and Biological Boolean Networks
- BiologyComplex.
- 2019
A simply calculable measure of antifragility, based on the change of “satisfaction” before and after adding perturbations, is proposed and applied to random Boolean networks (RBNs) and it is found that ordered RBNs are the most antIfragile.
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