Search Results for author: Mohammad Jafar Mashhadi

Found 2 papers, 2 papers with code

Deep State Inference: Toward Behavioral Model Inference of Black-box Software Systems

1 code implementation13 Jan 2021 Foozhan Ataiefard, Mohammad Jafar Mashhadi, Hadi Hemmati, Niel Walkinshaw

Many software engineering tasks, such as testing, and anomaly detection can benefit from the ability to infer a behavioral model of the software. Most existing inference approaches assume access to code to collect execution sequences.

Anomaly Detection Change Point Detection +3

Hybrid Deep Neural Networks to Infer State Models of Black-Box Systems

1 code implementation26 Aug 2020 Mohammad Jafar Mashhadi, Hadi Hemmati

Our comparison with several traditional time series change point detection techniques showed that our approach improves their performance by up to 102%, in terms of finding state change points, measured by F1 score.

Anomaly Detection C++ code +3

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