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Show HN: Intrusion Detection in Real-time
- GurbakshSharma 6y agocan you list out use cases where we can use this algorithm?
- siddhartb_ 6y agoIn addition to detecting intrusions, it can detect fake ratings and frauds. Basically finding anomalous and suspicious behavior in any dynamic (time-evolving) graph.
- udaychopra 6y agoHi, how will the performance be affected if let's say time ticks are not uniform?
- siddhartb_ 6y agoGreat question, it will be interesting to try it out. Temporal relations should be affected a bit but MIDAS should be able to detect anomalies.
- NimishMishra 6y agoLooks interesting. Better than some of the static detection algorithms out there
- janesconference 6y agoReally cool project. I'm doing a real-time version (gets input on stdin, sends output on stdout), will probably release the code soon.
- siddhartb_ 6y agoCode is available in C++, Python, Ruby, R, and Rust at https://github.com/bhatiasiddharth/MIDAS https://github.com/bhatiasiddharth/MIDAS
- shivin9 6y agoCan this detect DDoS like attacks also?
- siddhartb_ 6y agoWe handle locality in terms of both source and destination, therefore we should be able to handle both DoS and DDoS attacks.
- shera 6y agoAre you taking context into consideration? For example, Donald Trump's tweets will be much higher than an ordinary person's.
- siddhartb_ 6y agoYes, we take expected count of a particular user/source node into consideration.