Mohammad M. Masud

发表

Feature Based Techniques for Auto-Detection of Novel Email Worms

Bhavani M. Thuraisingham, Latifur Khan, Mohammad M. Masud, 2007, PAKDD.

A Multi-partition Multi-chunk Ensemble Technique to Classify Concept-Drifting Data Streams

Bhavani M. Thuraisingham, Latifur Khan, Jiawei Han, 2009, PAKDD.

A Hybrid Model to Detect Malicious Executables

Bhavani M. Thuraisingham, Latifur Khan, Mohammad M. Masud, 2007, 2007 IEEE International Conference on Communications.

Unified Framework for Secure Big Data Management and Analytics

Latifur Khan, Bhavani Thuraisingham, Mohammad M. Masud, 2017 .

Big Data Analytics for Malware Detection

Latifur Khan, Bhavani Thuraisingham, Mohammad M. Masud, 2017 .

Lacking Labels in the Stream: Classifying Evolving Stream Data with Few Labels

Latifur Khan, Mohammad M. Masud, Clay Woolam, 2009, ISMIS.

Cloud Query Processing System for Big Data Management

Latifur Khan, Bhavani Thuraisingham, Mohammad M. Masud, 2017 .

Detecting Recurring and Novel Classes in Concept-Drifting Data Streams

Charu C. Aggarwal, Bhavani M. Thuraisingham, Latifur Khan, 2011, 2011 IEEE 11th International Conference on Data Mining.

Integrating Novel Class Detection with Classification for Concept-Drifting Data Streams

Bhavani M. Thuraisingham, Latifur Khan, Jiawei Han, 2009, ECML/PKDD.

Survey of Stream Data Classification

Latifur Khan, Bhavani Thuraisingham, Mohammad M. Masud, 2017 .

Firewall performance optimization using data mining techniques

Timothy Wood, Mohammad M. Masud, Zouheir Trabelsi, 2013, 2013 9th International Wireless Communications and Mobile Computing Conference (IWCMC).

Stream Classification with Recurring and Novel Class Detection Using Class-Based Ensemble

Charu C. Aggarwal, Bhavani M. Thuraisingham, Tahseen Al-Khateeb, 2012, 2012 IEEE 12th International Conference on Data Mining.

Multistream regression with asynchronous concept drift detection

Yifan Li, Yang Gao, Latifur Khan, 2017, 2017 IEEE International Conference on Big Data (Big Data).

Effective Patient Similarity Computation for Clinical Decision Support Using Time Series and Static Data

Mohammad M. Masud, Kadhim Hayawi, Sujith Samuel Mathew, 2020, ACSW.

Email Worm Detection Using Naïve Bayes and Support Vector Machine

Ehab Al-Shaer, Latifur Khan, Mohammad M. Masud, 2006, ISI.

Resource-Aware Mobile-Based Health Monitoring

Mohamed Adel Serhani, Mohammad M. Masud, Alramzana Nujum Navaz, 2017, IEEE Journal of Biomedical and Health Informatics.

Cloud Guided Stream Classification Using Class-Based Ensemble

Bhavani M. Thuraisingham, Latifur Khan, Tahseen Al-Khateeb, 2012, 2012 IEEE Fifth International Conference on Cloud Computing.

Trusting the same: Using similarity to establish trust among vehicles

Nader Mohamed, Mohammad M. Masud, Hind Obaid Al Falasi, 2015, 2015 International Conference on Collaboration Technologies and Systems (CTS).

Big Data Management and Analytics Technologies

Latifur Khan, Bhavani Thuraisingham, Mohammad M. Masud, 2017 .

Insider Threat Detection for Sequence Data

Latifur Khan, Bhavani Thuraisingham, Mohammad M. Masud, 2017 .

Recurring and Novel Class Detection Using Class-Based Ensemble for Evolving Data Stream

Charu C. Aggarwal, Latifur Khan, Khaled Al-Naami, 2016, IEEE Transactions on Knowledge and Data Engineering.

Hybrid mechanism towards network packet early acceptance and rejection for unified threat management

Mohammad M. Masud, Zouheir Trabelsi, Safaa Zeidan, 2017, IET Inf. Secur..

Classification and Novel Class Detection in Data Streams with Active Mining

Bhavani M. Thuraisingham, Latifur Khan, Jiawei Han, 2010, PAKDD.

Network Packet Filtering and Deep Packet Inspection Hybrid Mechanism for IDS Early Packet Matching

Mohammad M. Masud, Zouheir Trabelsi, Safaa Zeidan, 2016, 2016 IEEE 30th International Conference on Advanced Information Networking and Applications (AINA).

Experiments and Results for Nonsequence Data

Latifur Khan, Bhavani Thuraisingham, Mohammad M. Masud, 2017 .

Statistical dynamic splay tree filters towards multilevel firewall packet filtering enhancement

Mohammad M. Masud, Kilani Ghoudi, Zouheir Trabelsi, 2015, Comput. Secur..

FSBD: A Framework for Scheduling of Big Data Mining in Cloud Computing

Latifur Khan, Mohammad M. Masud, Leila Ismail, 2014, 2014 IEEE International Congress on Big Data.

A Multi-Partition, Multi-Chunk Ensemble for Classifying Concept-Drifting Data Streams

Latifur Khan, Bhavani Thuraisingham, Mohammad M. Masud, 2017 .

ICU Patient Deterioration prediction: a Data-Mining Approach pdf

Mohammad M. Masud, Farhan Mohammed, Noura AlNuaimi, 2015, ArXiv.

Heuristics-Based Query Processing for Large RDF Graphs Using Cloud Computing

Bhavani M. Thuraisingham, Latifur Khan, Mohammad M. Masud, 2011, IEEE Transactions on Knowledge and Data Engineering.

A data driven firewall for faster packet filtering

Mohammad M. Masud, Zouheir Trabelsi, Umniya Mustafa, 2014, Fourth International Conference on Communications and Networking, ComNet-2014.

Big Data Analytics with Applications in Insider Threat Detection

Latifur Khan, Bhavani Thuraisingham, Mohammad M. Masud, 2017 .

Facing the reality of data stream classification: coping with scarcity of labeled data

Latifur Khan, Jiawei Han, Kevin W. Hamlen, 2012, Knowledge and Information Systems.

Addressing Concept-Evolution in Concept-Drifting Data Streams

Charu C. Aggarwal, Bhavani M. Thuraisingham, Latifur Khan, 2010, 2010 IEEE International Conference on Data Mining.

E-Mail Worm Detection Using Data Mining

Bhavani M. Thuraisingham, Latifur Khan, Mohammad M. Masud, 2007, Int. J. Inf. Secur. Priv..

Challenges for Stream Data Classification

Latifur Khan, Bhavani Thuraisingham, Mohammad M. Masud, 2017 .

Survey of Insider Threat and Stream Mining

Latifur Khan, Bhavani Thuraisingham, Mohammad M. Masud, 2017 .

Feature-ranking-based ensemble classifiers for survivability prediction of intensive care unit patients using lab test data

Mohammad M. Masud, Muhammad Ali Nayeem, Muhsin Cheratta, 2020 .

Data Mining and Insider Threat Detection

Latifur Khan, Bhavani Thuraisingham, Mohammad M. Masud, 2017 .

Big Data Analytics for Malware Detection in Smartphones

Latifur Khan, Bhavani Thuraisingham, Mohammad M. Masud, 2017 .

Big Data Management for Secure Information Integration

Latifur Khan, Bhavani Thuraisingham, Mohammad M. Masud, 2017 .

Confidentiality, Privacy, and Trust for Big Data Systems

Latifur Khan, Bhavani Thuraisingham, Mohammad M. Masud, 2017 .

Classification and Novel Class Detection in Concept-Drifting Data Streams

Latifur Khan, Bhavani Thuraisingham, Mohammad M. Masud, 2017 .

Toward an Experimental Infrastructure and Education Program for BDMA and BDSP

Latifur Khan, Bhavani Thuraisingham, Mohammad M. Masud, 2017 .

Data Stream Classification with Limited Labeled Training Data

Latifur Khan, Bhavani Thuraisingham, Mohammad M. Masud, 2017 .

Data Mining for Security Applications

Bhavani M. Thuraisingham, Latifur Khan, Kevin W. Hamlen, 2008, EUC.

Efficient topology discovery and routing in thick wireless Linear Sensor Networks

Jie Wu, Nader Mohamed, Sheng Zhang, 2017, 2017 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS).

Details of Learning Classes

Latifur Khan, Bhavani Thuraisingham, Mohammad M. Masud, 2017 .

Scalability Using Big Data Technologies

Latifur Khan, Bhavani Thuraisingham, Mohammad M. Masud, 2017 .

Stream Data Analytics

Latifur Khan, Bhavani Thuraisingham, Mohammad M. Masud, 2017 .

A Semantic Web-Based Inference Controller for Provenance Big Data

Latifur Khan, Bhavani Thuraisingham, Mohammad M. Masud, 2017 .

Classification and Novel Class Detection of Data Streams in a Dynamic Feature Space

Bhavani M. Thuraisingham, Latifur Khan, Jiawei Han, 2010, ECML/PKDD.

Peer to peer botnet detection for cyber-security: a data mining approach

Bhavani Thuraisingham, Jiawei Han, Jing Gao, 2008, CSIIRW '08.

Cloud-based malware detection for evolving data streams

Bhavani M. Thuraisingham, Latifur Khan, Tahseen Al-Khateeb, 2011, ACM Trans. Manag. Inf. Syst..

Android based mobile apps for information security hands-on education

Walid Ibrahim, Mohammad M. Masud, Zouheir Trabelsi, 2015, Education and Information Technologies.

An extended identity-based cryptography protocol based on biometric

Mohammad M. Masud, Zouheir Trabelsi, 2016, Int. J. Inf. Priv. Secur. Integr..

Big Data Management and Cloud for Assured Information Sharing

Latifur Khan, Bhavani Thuraisingham, Mohammad M. Masud, 2017 .

Stream Data Analytics for Insider Threat Detection

Latifur Khan, Bhavani Thuraisingham, Mohammad M. Masud, 2017 .

A scalable multi-level feature extraction technique to detect malicious executables

Bhavani M. Thuraisingham, Latifur Khan, Mohammad M. Masud, 2007, Inf. Syst. Frontiers.

Detecting Remote Exploits Using Data Mining

Bhavani M. Thuraisingham, Latifur Khan, Sencun Zhu, 2008, IFIP Int. Conf. Digital Forensics.

Online streaming feature selection with incremental feature grouping

Mohammad M. Masud, Noura Al Nuaimi, 2020, Wiley Interdiscip. Rev. Data Min. Knowl. Discov..

Directions in Data Stream Classification

Latifur Khan, Bhavani Thuraisingham, Mohammad M. Masud, 2017 .

Ensemble-Based Insider Threat Detection

Latifur Khan, Bhavani Thuraisingham, Mohammad M. Masud, 2017 .

Classification and Adaptive Novel Class Detection of Feature-Evolving Data Streams

Charu C. Aggarwal, Latifur Khan, Jiawei Han, 2013, IEEE Transactions on Knowledge and Data Engineering.

Toward Optimal Streaming Feature Selection

Mohammad M. Masud, Noura AlNuaimi, 2017, 2017 IEEE International Conference on Data Science and Advanced Analytics (DSAA).

Insider Threat Detection as a Stream Mining Problem

Latifur Khan, Bhavani Thuraisingham, Mohammad M. Masud, 2017 .

A Practical Approach to Classify Evolving Data Streams: Training with Limited Amount of Labeled Data

Bhavani M. Thuraisingham, Latifur Khan, Jiawei Han, 2008, 2008 Eighth IEEE International Conference on Data Mining.

Online Prediction of Chess Match Result

Latifur Khan, Mohammad M. Masud, Ameera Al-Shehhi, 2015, PAKDD.

Exploiting an antivirus interface

Bhavani M. Thuraisingham, Latifur Khan, Kevin W. Hamlen, 2009, Comput. Stand. Interfaces.

Classification and Novel Class Detection in Concept-Drifting Data Streams under Time Constraints

Bhavani M. Thuraisingham, Latifur Khan, Jiawei Han, 2011, IEEE Transactions on Knowledge and Data Engineering.

Streaming feature selection algorithms for big data: A survey

Nazar Zaki, Mohamed Adel Serhani, Mohammad M. Masud, 2020, Applied Computing and Informatics.

Next Steps for BDMA and BDSP

Latifur Khan, Bhavani Thuraisingham, Mohammad M. Masud, 2017 .

Distributed Algorithms for Multiple Path Backbone Discovery in Thick Linear Sensor Networks

Jie Wu, Nader Mohamed, Mohammad M. Masud, 2021, J. Sens. Actuator Networks.

Email Worm Detection Using Data Mining

Bhavani Thuraisingham, Mohammad M. Masud, 2016 .

Classifying Evolving Data Streams for Intrusion Detection

Latifur Khan, Jiawei Han, Mohammad M. Masud, 2009 .

Mining Concept-Drifting Data Stream to Detect Peer to Peer Botnet Traffic

Mohammad M. Masud, Jing Gao, 2008 .