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APT-AutoEncoders

Run the script:

root % cd src
src % python main.py [model type: AE, AAE, ADAE] [data file] [labels file]
EXAMPLE:
src % python main.py AE pandex/trace/ProcessAll.csv pandex/trace/trace_pandex_merged.csv

About

My Capstone project at NYU Abu Dhabi on assessing the use of AutoEncoders as an anomaly detection method by reconstructing system-level provenance data to identify anomalous patterns in system activities indicative of advanced persistent threats (APTs).

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