Md. Rafiqul Islam

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 33

Top Topics

Traffic Analysis

Malware Detection

Future Directions

Top Venues

Future Gener. Comput. Syst.

Publications

Jamil Ispahany, Md. Rafiqul Islam, Md. Zahidul Islam, M. Arif Khan
Ransomware Detection Using Machine Learning: A Review, Research Limitations and Future Directions. IEEE Access 12 (2024)
Javeriah Saleem, Md. Rafiqul Islam, Md Zahidul Islam
Darknet Traffic Analysis: A Systematic Literature Review. IEEE Access 12 (2024)
Mustapha Olota, Abeer Alsadoon, Omar Hisham Alsadoon, Ahmed Dawoud, P. W. C. Prasad, Md. Rafiqul Islam, Oday D. Jerew
Modified anisotropic diffusion and level-set segmentation for breast cancer. Multim. Tools Appl. 83 (5) (2024)
Sajal Halder, Michael Bewong, Arash Mahboubi, Yinhao Jiang, Md. Rafiqul Islam, Md Zahidul Islam, Ryan H. L. Ip, Muhammad Ejaz Ahmed, Gowri Sankar Ramachandran, Muhammad Ali Babar
Malicious Package Detection using Metadata Information. WWW (2024)
Muhammad Rana, Quazi Mamun, Md. Rafiqul Islam
P-Box Design in Lightweight Block Ciphers: Leveraging Nonlinear Feedback Shift Registers. WCNC (2024)
Mehedi Tajrian, Azizur Rahman, Muhammad Ashad Kabir, Md. Rafiqul Islam
A Review of Methodologies for Fake News Analysis. IEEE Access 11 (2023)
Ishan Karunanayake, Nadeem Ahmed, Robert A. Malaney, Md. Rafiqul Islam, Sanjay K. Jha
Darknet Traffic Analysis: Investigating the Impact of Modified Tor Traffic on Onion Service Traffic Classification. IEEE Access 11 (2023)
Jannatul Ferdous, Md. Rafiqul Islam, Maumita Bhattacharya, Md Zahidul Islam
Malware Resistant Data Protection in Hyper-connected Networks: A survey. CoRR (2023)
Jannatul Ferdous, Md. Rafiqul Islam, Arash Mahboubi, Md Zahidul Islam
A Review of State-of-the-Art Malware Attack Trends and Defense Mechanisms. IEEE Access 11 (2023)
Nan Sun, Chang-Tsun Li, Hin Chan, Md Zahidul Islam, Md. Rafiqul Islam, Warren Armstrong
On the Development of a Protection Profile Module for Encryption Key Management Components. IEEE Access 11 (2023)
Abeer Alsadoon, Ghazi Al-Naymat, Ahmed Hamza Osman, Belal Alsinglawi, Majdi Maabreh, Md. Rafiqul Islam
DFCV: a framework for evaluation deep learning in early detection and classification of lung cancer. Multim. Tools Appl. 82 (28) (2023)
Javeriah Saleem, Md. Rafiqul Islam, Zahidul Islam
Darknet Traffic Analysis A Systematic Literature Review. CoRR (2023)
Nan Sun, Chang-Tsun Li, Hin Chan, Ba Dung Le, Md Zahidul Islam, Leo Yu Zhang, Md. Rafiqul Islam, Warren Armstrong
Defining Security Requirements With the Common Criteria: Applications, Adoptions, and Challenges. IEEE Access 10 (2022)
Muhammad Rana, Quazi Mamun, Md. Rafiqul Islam
Lightweight cryptography in IoT networks: A survey. Future Gener. Comput. Syst. 129 (2022)
Nan Sun, Chang-Tsun Li, Hin Chan, Md Zahidul Islam, Md. Rafiqul Islam, Warren Armstrong
How Do Organizations Seek Cyber Assurance? Investigations on the Adoption of the Common Criteria and Beyond. IEEE Access 10 (2022)
Khan Md. Hasib, Nurul Akter Towhid, Md. Rafiqul Islam
HSDLM: A Hybrid Sampling With Deep Learning Method for Imbalanced Data Classification. Int. J. Cloud Appl. Comput. 11 (4) (2021)
Muhammad Rana, Quazi Mamun, Md. Rafiqul Islam
An S-box Design Using Irreducible Polynomial with Affine Transformation for Lightweight Cipher. QSHINE (2021)
Sadia Jahan, Md. Rafiqul Islam, Khan Md. Hasib, Usman Naseem, Md. Saiful Islam
Active Learning with an Adaptive Classifier for Inaccessible Big Data Analysis. IJCNN (2021)
Muhammad Rana, Quazi Mamun, Md. Rafiqul Islam
Current Lightweight Cryptography Protocols in Smart City IoT Networks: A Survey. CoRR (2020)
Kim-Kwang Raymond Choo, Jemal H. Abawajy, Md. Rafiqul Islam
Special issue on cybersecurity in the critical infrastructure: Advances and future directions. J. Comput. Syst. Sci. 102 (2019)
Hussein Alnabulsi, Md. Rafiqul Islam
Protecting Code Injection Attacks in Intelligent Transportation System. TrustCom/BigDataSE (2019)
Hussein Alnabulsi, Md. Rafiqul Islam, Majharul Talukder
GMSA: Gathering Multiple Signatures Approach to Defend Against Code Injection Attacks. IEEE Access 6 (2018)
Rumana Nazmul, Md. Rafiqul Islam, Ahsan Raja Chowdhury
Alignment-free Cancellable Template Generation for Fingerprint based Authentication. ICISSP (2018)
Md. Shamsul Huda, Md. Rafiqul Islam, Jemal H. Abawajy, John Yearwood, Mohammad Mehedi Hassan, Giancarlo Fortino
A hybrid-multi filter-wrapper framework to identify run-time behaviour for fast malware detection. Future Gener. Comput. Syst. 83 (2018)
Md. Shamsul Huda, Jemal H. Abawajy, Mali Abdollahian, Md. Rafiqul Islam, John Yearwood
A fast malware feature selection approach using a hybrid of multi-linear and stepwise binary logistic regression. Concurr. Comput. Pract. Exp. 29 (23) (2017)
Ala' F. A. Aburumman, Wei Jye Seo, Christian Esposito, Aniello Castiglione, Md. Rafiqul Islam, Kim-Kwang Raymond Choo
A secure and resilient cross-domain SIP solution for MANETs using dynamic clustering and joint spatial and temporal redundancy. Concurr. Comput. Pract. Exp. 29 (23) (2017)
Jemal H. Abawajy, Md. Rafiqul Islam
Applications and techniques in information and network security. Concurr. Comput. Pract. Exp. 29 (23) (2017)
Kim-Kwang Raymond Choo, Jemal H. Abawajy, Md. Rafiqul Islam
Special Issue on Cyber Security in the Critical Infrastructure: Advances and Future Directions. J. Comput. Syst. Sci. 83 (1) (2017)
Md. Shamsul Huda, Md. Suruz Miah, Mohammad Mehedi Hassan, Md. Rafiqul Islam, John Yearwood, Majed A. AlRubaian, Ahmad Almogren
Defending unknown attacks on cyber-physical systems by semi-supervised approach and available unlabeled data. Inf. Sci. 379 (2017)
Md. Shamsul Huda, Jemal H. Abawajy, Mamoun Alazab, Mali Abdollahian, Md. Rafiqul Islam, John Yearwood
Hybrids of support vector machine wrapper and filter based framework for malware detection. Future Gener. Comput. Syst. 55 (2016)
Maumita Bhattacharya, Md. Rafiqul Islam, Jemal H. Abawajy
Evolutionary optimization: A big data perspective. J. Netw. Comput. Appl. 59 (2016)
Mohiuddin Ahmed, Abdun Naser Mahmood, Md. Rafiqul Islam
A survey of anomaly detection techniques in financial domain. Future Gener. Comput. Syst. 55 (2016)
M. Aziz ul Haq, M. Arif Khan, Md. Rafiqul Islam
A novel compact antenna design for secure eHealth wireless applications. SNPD (2016)
Quazi Mamun, Md. Rafiqul Islam, Mohammed Kaosar
Secured Communication Key Establishment for Cluster-Based Wireless Sensor Networks. Int. J. Wirel. Networks Broadband Technol. 4 (1) (2015)
Habib Mostafaei, Morshed U. Chowdhury, Md. Rafiqul Islam, Hojjat Gholizadeh
Connected P-Percent Coverage in Wireless Sensor Networks based on Degree Constraint Dominating Set Approach. MSWiM (2015)
Ala' F. A. Aburumman, Wei Jye Seo, Md. Rafiqul Islam, Muhammad Khurram Khan, Kim-Kwang Raymond Choo
A Secure Cross-Domain SIP Solution for Mobile Ad Hoc Network Using Dynamic Clustering. SecureComm (2015)
Jarrod West, Maumita Bhattacharya, Md. Rafiqul Islam
Intelligent Financial Fraud Detection Practices: An Investigation. CoRR (2015)
M. Arif Khan, Md. Rafiqul Islam, Morshed U. Chowdhury
A novel approach to maximize the sum-rate for MIMO broadcast channels. SNPD (2015)
Maumita Bhattacharya, Md. Rafiqul Islam, Abdun Naser Mahmood
Uncertainty And Evolutionary Optimization: A Novel Approach. CoRR (2014)
Md. Saiful Islam, Md. Rafiqul Islam, A. S. M. Kayes, Chengfei Liu, Irfan Altas
A Survey on Mining Program-Graph Features for Malware Analysis. SecureComm (2) (2014)
Quazi Mamun, Md. Rafiqul Islam, Mohammed Kaosar
Anomaly Detection in Wireless Sensor Network. J. Networks 9 (11) (2014)
Anwar Hossain Masud, Xiaodi Huang, Md. Rafiqul Islam
A Novel Approach for the Security Remedial in a Cloud-based E-learning Network. J. Networks 9 (11) (2014)
Mamoun Alazab, Md. Shamsul Huda, Jemal H. Abawajy, Md. Rafiqul Islam, John Yearwood, Sitalakshmi Venkatraman, Roderic Broadhurst
A Hybrid Wrapper-Filter Approach for Malware Detection. J. Networks 9 (11) (2014)
Jemal H. Abawajy, Md. Rafiqul Islam
Guest Editorial. J. Networks 9 (11) (2014)
Hussein Alnabulsi, Quazi Mamun, Md. Rafiqul Islam, Morshed U. Chowdhury
Defence Against Code Injection Attacks. SecureComm (2) (2014)
Khandakar Rabbi, Mohammed Kaosar, Md. Rafiqul Islam, Quazi Mamun
A Secure Real Time Data Processing Framework for Personally Controlled Electronic Health Record (PCEHR) System. SecureComm (2) (2014)
Jarrod West, Maumita Bhattacharya, Md. Rafiqul Islam
Intelligent Financial Fraud Detection Practices: An Investigation. SecureComm (2) (2014)
Md. Samiullah, Chowdhury Farhan Ahmed, Anna Fariha, Md. Rafiqul Islam, Nicolas Lachiche
Mining frequent correlated graphs with a new measure. Expert Syst. Appl. 41 (4) (2014)
Quazi Mamun, Md. Rafiqul Islam, Mohammed Kaosar
Establishing secured communications in cluster based wireless sensor networks. ISWPC (2013)
Quazi Mamun, Md. Rafiqul Islam, Mohammed Kaosar
Ensuring Data Integrity by Anomaly Node Detection during Data Gathering in WSNs. SecureComm (2013)
Md. Rafiqul Islam, Irfan Altas, Md. Saiful Islam
Exploring Timeline-Based Malware Classification. SEC (2013)
Mohammed Kaosar, Quazi Mamun, Md. Rafiqul Islam, Xun Yi
(k - n) Oblivious Transfer Using Fully Homomorphic Encryption System. SecureComm (2013)
Md. Anwar Hossain Masud, Md. Rafiqul Islam, Jemal H. Abawajy
Security Concerns and Remedy in a Cloud Based E-learning System. SecureComm (2013)
Md. Rafiqul Islam, Ronghua Tian, Lynn Margaret Batten, Steven Versteeg
Classification of malware based on integrated static and dynamic features. J. Netw. Comput. Appl. 36 (2) (2013)
Md. Samiullah, Chowdhury Farhan Ahmed, Manziba Akanda Nishi, Anna Fariha, S. M. Abdullah, Md. Rafiqul Islam
Correlation Mining in Graph Databases with a New Measure. APWeb (2013)
Md. Rafiqul Islam, Jemal H. Abawajy
A multi-tier phishing detection and filtering approach. J. Netw. Comput. Appl. 36 (1) (2013)
Md. Rafiqul Islam, Ronghua Tian, Veelasha Moonsamy, Lynn Margaret Batten
A Comparison of the Classification of Disparate Malware Collected in Different Time Periods. J. Networks 7 (6) (2012)
Md. Rafiqul Islam, Irfan Altas
A Comparative Study of Malware Family Classification. ICICS (2012)
Md. Rafiqul Islam, Morshed U. Chowdhury
Detecting Unwanted Email Using VAT. SNPD (Selected Papers) (2011)
Ronghua Tian, Md. Rafiqul Islam, Lynn Margaret Batten, Steven Versteeg
Differentiating malware from cleanware using behavioural analysis. MALWARE (2010)
Md. Rafiqul Islam, Muhammad Rezaul Karim, Abdullah Al Mahmud, Md. Saiful Islam, Hafiz Md. Hasan Babu
Efficient Wrapper/TAM Co-Optimization for SOC Using Rectangle Packing CoRR (2010)
Md. Saiful Islam, Abdullah Al Mahmud, Md. Rafiqul Islam
Machine Learning Approaches for Modeling Spammer Behavior. AIRS (2010)
Hafiz Md. Hasan Babu, Md. Saiful Islam, Md. Rafiqul Islam, Lafifa Jamal, Abu Ahmed Ferdaus, Muhammad Rezaul Karim, Abdullah Al Mahmud
Building Toffoli Network for Reversible Logic Synthesis Based on Swapping Bit Strings CoRR (2010)
Md. Saiful Islam, Abdullah Al Mahmud, Md. Rafiqul Islam
Machine Learning Approaches for Modeling Spammer Behavior CoRR (2010)
Md. Rafiqul Islam, Md. Saiful Islam, Muhammad Rezaul Karim, Abdullah Al Mahmud, Hafiz Md. Hasan Babu
Variable Block Carry Skip Logic using Reversible Gates CoRR (2010)
Md. Rafiqul Islam, Muhammad Rezaul Karim, Abdullah Al Mahmud, Md. Saiful Islam, Hafiz Md. Hasan Babu
Wrapper/TAM Co-Optimization and Test Scheduling for SOCs Using Rectangle Bin Packing Considering Diagonal Length of Rectangles CoRR (2010)
Md. Saiful Islam, Md. Rafiqul Islam, Abdullah Al Mahmud, Muhammad Rezaul Karim
Sorting Network for Reversible Logic Synthesis CoRR (2010)
Hafiz Md. Hasan Babu, Md. Rafiqul Islam, Muhammad Rezaul Karim, Abdullah Al Mahmud, Md. Saiful Islam
Wrapper/TAM Co-Optimization and constrained Test Scheduling for SOCs Using Rectangle Bin Packing CoRR (2010)
Md. Rafiqul Islam, Wanlei Zhou, Minyi Guo, Yang Xiang
An innovative analyser for multi-classifier e-mail classification based on grey list analysis. J. Netw. Comput. Appl. 32 (2) (2009)
Md. Rafiqul Islam, Wanlei Zhou
Minimizing the Limitations of GL Analyser of Fusion Based Email Classification. ICA3PP (2009)
Md. Rafiqul Islam, Wanlei Zhou, Morshed U. Chowdhury
MVGL Analyser for Multi-classifier Based Spam Filtering System. ACIS-ICIS (2009)
Md. Rafiqul Islam, Jemal H. Abawajy, Matthew J. Warren
Multi-tier Phishing Email Classification with an Impact of Classifier Rescheduling. ISPAN (2009)
Ronghua Tian, Lynn Margaret Batten, Md. Rafiqul Islam, Steven Versteeg
An automated classification system based on the strings of trojan and virus families. MALWARE (2009)
Md. Rafiqul Islam, Wanlei Zhou, Yang Xiang, Abdun Naser Mahmood
Spam filtering for network traffic security on a multi-core environment. Concurr. Comput. Pract. Exp. 21 (10) (2009)
Md. Rafiqul Islam, Jaipal Singh, Ashley Chonka, Wanlei Zhou
Multi-classifier Classification of Spam Email on a Ubiquitous Multi-core Architecture. NPC Workshops (2008)
Md. Rafiqul Islam, Wanlei Zhou, Morshed U. Chowdhury
Email Categorization Using (2+1)-Tier Classification Algorithms. ACIS-ICIS (2008)
Md. Rafiqul Islam, Wanlei Zhou
Email Categorization Using Multi-stage Classification Technique. PDCAT (2007)
Md. Rafiqul Islam, Wanlei Zhou
Architecture of Adaptive Spam Filtering Based on Machine Learning Algorithms. ICA3PP (2007)
Md. Rafiqul Islam, Wanlei Zhou, Morshed U. Chowdhury
Dynamic Feature Selection for Spam Filtering Using Support Vector Machine. ACIS-ICIS (2007)
Md. Rafiqul Islam, Morshed U. Chowdhury, Wanlei Zhou
An Innovative Spam Filtering Model Based on Support Vector Machine. CIMCA/IAWTIC (2005)
Safwan Mahmud Khan, Md. Rafiqul Islam, Morshed U. Chowdhury
Medical image classfication using an efficient data mining technique. ICMLA (2004)
Hafiz Md. Hasan Babu, Md. Rafiqul Islam, Rumana Nazmul, Md. Anwarul Haque, Ahsan Raja Chowdhury
A heuristic approach to synthesize Boolean functions using TANT network. ISCAS (2) (2004)
Md. Rafiqul Islam, Safwan Mahmud Khan, Mohammad Azud us zaman, Syed Shahed Kabir Robin
A comparative study among three algorithms for frequent pattern generation. ICMLA (2004)
Hafiz Md. Hasan Babu, Moinul Islam Zaber, Md. Rafiqul Islam, Md. Mazder Rahman
On the Minimization of Multiple-Valued Input Binary-Valued Output Functions. ISMVL (2004)
Hafiz Md. Hasan Babu, Md. Rafiqul Islam, Syed Mostahed Ali Chowdhury, Ahsan Raja Chowdhury
Synthesis of Full-Adder Circuit Using Reversible Logic. VLSI Design (2004)
Hafiz Md. Hasan Babu, Moinul Islam Zaber, Md. Mazder Rahman, Md. Rafiqul Islam
Implementation of Multiple-Valued Flip-Flips Using Pass Transistor Logic. DSD (2004)
Hafiz Md. Hasan Babu, Md. Rafiqul Islam, Ahsan Raja Chowdhury, Syed Mostahed Ali Chowdhury
Reversible Logic Synthesis for Minimization of Full-Adder Circuit. DSD (2003)
Md. Rafiqul Islam, Hafiz Md. Hasan Babu, Mohammad Abdur Rahim Mustafa, Md. Sumon Shahriar
A Heuristic Approach for Design of Easily Testable PLAs Using Pass Transistor Logic. Asian Test Symposium (2003)
Hafiz Md. Hasan Babu, Md. Rafiqul Islam, Amin Ahsan Ali, Mohammad Musa Salehin Akon
A Technique for Logic Design of Voltage-Mode Pass Transistor Based Multi-Valued Multiple-Output Logic Circuits. ISMVL (2003)
Md. Rafiqul Islam, Morshed U. Chowdhury
Eliminating of the Drawback of Existing Testing Technique of Easily Testable PLAs Using an Improved Testing Algorithm with Product Line Rearrangement. CAINE (2002)