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A Review of Topological Data Analysis for Cybersecurity
[article]
2022
arXiv
pre-print
In cybersecurity it is often the case that malicious or anomalous activity can only be detected by combining many weak indicators of compromise, any one of which may not raise suspicion when taken alone. The path that such indicators take can also be critical. This makes the problem of analysing cybersecurity data particularly well suited to Topological Data Analysis (TDA), a field that studies the high level structure of data using techniques from algebraic topology, both for exploratory
arXiv:2202.08037v1
fatcat:tkw5cnl2kfe7namu7kuoznlzn4