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FASHION: Functional and Attack graph Secured HybrId Optimization of virtualized Networks. (arXiv:1910.07921v3 [cs.NI] UPDATED)
Aug. 9, 2022, 1:20 a.m. | Devon Callahan, Timothy Curry, Hazel Davidson, Heytem Zitoun, Benjamin Fuller, Laurent Michel
cs.CR updates on arXiv.org arxiv.org
Maintaining a resilient computer network is a delicate task with conflicting
priorities. Flows should be served while controlling risk due to attackers.
Upon publication of a vulnerability, administrators scramble to manually
mitigate risk while waiting for a patch.
We introduce FASHION: a linear optimizer that balances routing flows with the
security risk posed by these flows. FASHION formalizes routing as a
multi-commodity flow problem with side constraints. FASHION formulates security
using two approximations of risk in a probabilistic attack graph …
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