|
Home |
|
Resume |
|
Research |
|
Teaching |
|
People |
|
RESEARCH INTERESTS Big Data mining: Cloud-based mining of Big Data,
Big Data analytics for healthcare, healthcare decision support systems and data mining and machine learning applications. Data Stream mining: Data stream classification and clustering, coping with concept-drift in data streams, classification and novel class detection in concept-drifting data streams, text stream classification, classification and clustering of data streams with dynamic feature space, active mining of data streams, and semi-supervised learning in data streams. Cyber Security: malware and intrusion detection using data mining, network security solutions with data mining.
PUBLICATIONS
Book:
"Big Data Analytics with Applications in Insider Threat Detection". Bhavani Thuraisingham (Author), Pallabi Parveen (Author), Mohammad Mehedy Masud (Author), Latifur Khan (Author) . CRC Press. Summary: Today's malware mutates randomly to avoid detection, but reactively adaptive malware is more intelligent, learning and adapting to new computer defenses on the fly. Using the same algorithms that antivirus software uses to detect viruses, reactively adaptive malware deploys those algorithms to outwit antivirus defenses and to go undetected. This book provides details of the tools, the types of malware the tools will detect, implementation of the tools in a cloud computing framework and the applications for insider threat detection.
Amazon: https://www.amazon.com/Analytics-Applications-Insider-Threat-Detection/dp/1498705472 "Data Mining Tools for Malware Detection". Mehedy Masud, Latifur Khan, Bhavani Thuraisingham. CRC Press. Summary: Although the use of data mining for security and malware detection is quickly on the rise, most books on the subject provide high-level theoretical discussions to the near exclusion of the practical aspects. Breaking the mold,Data Mining Tools for Malware Detection provides a step-by-step breakdown of how to develop data mining tools for malware detection. Integrating theory with practical techniques and experimental results, it focuses on malware detection applications for email worms, malicious code, remote exploits, and botnets.
Amazon link: http://www.amazon.com/Data-Mining-Tools-Malware-Detection/dp/1439854548
Patent: Mohammad Mehedy Masud, Latifur Rahman Khan, Bhavani Marienne Thuraisingham, Qing Chen, Jing Gao, Jiawei Han. “Systems and Methods for Detecting a Novel Data Class”. US Patent number 9,165,051, Approved – Sep 2015.
Research Grants [G18] (UAEU-ADU, External grant), PI, A Robust and Efficient Framework for Privacy-preserving Federated Learning. Amount AED 400,000. Awarded Dec 2023. (running) [G17] (SDG Research, Internal grant), PI, An Artificial Intelligence based Early Warning System for Water-stress Effects Management using Heterogenous Environmental Data. Amount AED 40,000. Awarded Dec 2023. (running) [G16] (SURE+ Research, Internal grant), PI, Social Media Misinformation Propagation and Detection. Amount AED 32,000. Awarded May 2023. (completed) [G15] (SDG Research, Internal grant), PI, Quality Education with Key Concept Mining from Multimedia Lecture Content using Artificial Intelligence. Amount AED 32,000. Awarded Dec 2022. (completed) [G14] (SURE+ Internal grant), PI, Deepfake: Making and Breaking. Amount AED 46,000. Awarded May 2022. (completed) [G13] (External grant, Overseas funding agency), Co-PI, Blood Glucose Prediction from Daily Food Intake and Activities. Institute of Advanced Research grant, United International University Bangladesh. Amount BTD 1,290,000, Awarded August 2021. (completed) [G12] (UPAR) Co-PI, Edge AI and Blockchain to support smart cities operations and secure data storage and sharing. UPAR grant. Amount AED 600,000. Awarded Jan 2021 (running). [G11] (External grant, Zayed University Research Cluster Award), Co-PI, Blockchain-Based Collaborative Intrusion Detection Systems and Trust Management for Industrial IoT. Amount AED 491,000, duration 3 years, awarded December 2020. (running) [G10] (UAEU internal collaboration grant) PI, Application of Artificial Intelligence in Data Quality Management and Clinical Decision Support in the Mutaba’ah: Mother and Child Health Study Amount AED 3,200,000 (3.2 M), duration 4 years, awarded March 2020. (running) [G9] (External grant, overseas funding agency) Co-PI, “Smart emergency warning system for cardiovascular patients”. ICT Innovation grant by Bangladesh Government. Amount BDT 1,700,000, Awarded Mar 2019. (completed) [G8] (SURE+ Internal grant), PI, Study and development of a deep learning model for enhancing clinical predictions using deep autoencoding and ensemble construction. Amount AED 65,000. Awarded May 2018 (completed). [G7] (External grant, UAE Dept. of Education and Knowledge (ADEK) Research Excellence Award) PI, “Continuous anywhere monitoring and emergency medical warning system”, amount 200,000 AED, Award date: December 2017 (completed). [G6] (UAEU external research collaboration grant) PI, Awarded grant covers visit to a collaborator at a top 100 ranked University. Amount 25,000 AED, Awarded May 2018. (completed) [G5] (UAEU Space Center Grant) PI, “Educational app development for raising awareness in space science”. Amount 70,000 AED, Award date: September 2017 (completed). [G4] (UAEU Startup Grant) Co-PI, “Privacy protection of biomedical data in the cloud”. UAEU startup grant, amount 395,000 AED, Award date: January 2014 (completed). [G3] (UAEU Interdisciplinary Grant, externally evaluated) PI, “Building the Foundation of an Intelligent Healthcare Information System for UAE”. Amount 498,000 AED, Award date: January 2015 (completed). [G2] (UAEU-NRF grant, externally evaluated) PI, “Biometrics based highly Secured Networks (Bio-Networks)”. Award amount AED 320,000, Award date: February 2013 (completed). [G1] (External grant, funded by ICT funding agency, UAE) Co-PI, “Health Monitoring System for Modeling Individual Exposure to Environmental Triggers of Asthma Episodes in the United Arab Emirates”. Project was in collaboration with the College of Medicine and Health Sciences (CMHS) and several US Universities. Award amount AED 2,728,948, Award date: July 2014 (completed). Total grant Awarded in running and completed projects ~ AED 8,000,000 ~ $US 2,170,000
|
|
Dr. Mohammad Mehedy Masud
|
