Search Results for author: Mohammad Mamun

Found 4 papers, 3 papers with code

On Statistical Learning of Branch and Bound for Vehicle Routing Optimization

1 code implementation15 Oct 2023 Andrew Naguib, Waleed A. Yousef, Issa Traoré, Mohammad Mamun

Recently, machine learning of the branch and bound algorithm has shown promise in approximating competent solutions to NP-hard problems.

Decision Making Graph Attention

DeepTaskAPT: Insider APT detection using Task-tree based Deep Learning

1 code implementation31 Aug 2021 Mohammad Mamun, Kevin Shi

To the best of knowledge this is the very first attempt of using recently introduced OpTC dataset for cyber threat detection.

Machine Learning in Precision Medicine to Preserve Privacy via Encryption

1 code implementation5 Feb 2021 William Briguglio, Parisa Moghaddam, Waleed A. Yousef, Issa Traore, Mohammad Mamun

Precision medicine is an emerging approach for disease treatment and prevention that delivers personalized care to individual patients by considering their genetic makeups, medical histories, environments, and lifestyles.

BIG-bench Machine Learning

Towards a Robust and Trustworthy Machine Learning System Development: An Engineering Perspective

no code implementations8 Jan 2021 Pulei Xiong, Scott Buffett, Shahrear Iqbal, Philippe Lamontagne, Mohammad Mamun, Heather Molyneaux

In this article, we present our recent systematic and comprehensive survey on the state-of-the-art ML robustness and trustworthiness from a security engineering perspective, focusing on the problems in system threat analysis, design and evaluation faced in developing practical machine learning applications, in terms of robustness and user trust.

BIG-bench Machine Learning Decision Making

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