I hereby claim:
- I am holisticinfosec on github.
- I am holisticinfosec (https://keybase.io/holisticinfosec) on keybase.
- I have a public key ASAc1t0PISb-ZngqpjZbc97zLn6ThDLJZjGdRHLt6l3QCgo
To claim this, I am signing this object:
# Created from Anomalize project, Matt Dancho | |
# https://github.com/business-science/anomalize | |
library(tidyverse) | |
library(anomalize) | |
security_access_logs %>% | |
ggplot(aes(date, count)) + | |
geom_point(color = "#2c3e50", alpha = 0.25) + | |
facet_wrap(~ server, scale = "free_y", ncol = 3) + | |
theme_minimal() + | |
theme(axis.text.x = element_text(angle = 30, hjust = 1)) + |
# Created from Anomalize project, Matt Dancho | |
# https://github.com/business-science/anomalize | |
security_access_logs %>% | |
# Data Manipulation / Anomaly Detection | |
time_decompose(count, method = "stl") %>% | |
anomalize(remainder, method = "iqr") %>% | |
time_recompose() %>% | |
# Anomaly Visualization | |
plot_anomalies(time_recomposed = TRUE, ncol = 3, alpha_dots = 0.25) + | |
labs(title = "Security Event Log Anomalies", subtitle = "STL + IQR Methods") |
I hereby claim:
To claim this, I am signing this object: