[GurbakshSharma]

can you list out use cases where we can use this algorithm?

[siddhartb_]

In addition to detecting intrusions, it can detect fake ratings and frauds. Basically finding anomalous and suspicious behavior in any dynamic (time-evolving) graph.

[udaychopra]

Hi, how will the performance be affected if let's say time ticks are not uniform?

[siddhartb_]

Great question, it will be interesting to try it out. Temporal relations should be affected a bit but MIDAS should be able to detect anomalies.