Search

Your search keyword '"MAAROF, MOHD AIZAINI"' showing total 177 results
Start Over Author "MAAROF, MOHD AIZAINI"
177 results on '"MAAROF, MOHD AIZAINI"'

1. Redundancy Coefficient Gradual Up-weighting-based Mutual Information Feature Selection Technique for Crypto-ransomware Early Detection

Author

Al-rimy, Bander Ali Saleh, Maarof, Mohd Aizaini, and Shaid, Syed Zainudeen Mohd

Subjects
Computer Science - Cryptography and Security, Computer Science - Information Theory, Computer Science - Machine Learning
Abstract

Crypto-ransomware is characterized by its irreversible effect even after the detection and removal. As such, the early detection is crucial to protect user data and files of being held to ransom. Several solutions have proposed utilizing the data extracted during the initial phases of the attacks before the encryption takes place. However, the lack of enough data at the early phases of the attack along with high dimensional features space renders the model prone to overfitting which decreases its detection accuracy. To this end, this paper proposed a novel redundancy coefficient gradual up-weighting approach that was incorporated to the calculation of redundancy term of mutual information to improve the feature selection process and enhance the accuracy of the detection model. Several machine learning classifiers were used to evaluate the detection performance of the proposed techniques. The experimental results show that the accuracy of proposed techniques achieved higher detection accuracy. Those results demonstrate the efficacy of the proposed techniques for the early detection tasks.

Published
2018
Full Text
View/download PDF

2. Fraudulent e-Commerce Website Detection Model Using HTML, Text and Image Features

Author

Khoo, Eric, Zainal, Anazida, Ariffin, Nurfadilah, Kassim, Mohd Nizam, Maarof, Mohd Aizaini, Bakhtiari, Majid, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Abraham, Ajith, editor, Jabbar, M. A., editor, Tiwari, Sanju, editor, and Jesus, Isabel M. S., editor

Published
2021
Full Text
View/download PDF

3. Malware Behavior Profiling from Unstructured Data

Author

Chiam, Yoong Jien, Maarof, Mohd Aizaini, Kassim, Mohamad Nizam, Zainal, Anazida, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Abraham, Ajith, editor, Jabbar, M. A., editor, Tiwari, Sanju, editor, and Jesus, Isabel M. S., editor

Published
2021
Full Text
View/download PDF

6. A Taxonomy and Survey of Data Partitioning Algorithms for Big Data Distributed Systems

Author

Waseem, Quadri, Maarof, Mohd Aizaini, Idris, Mohd Yazid, Nazir, Amril, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Sharma, Devendra Kumar, editor, Balas, Valentina Emilia, editor, Son, Le Hoang, editor, Sharma, Rohit, editor, and Cengiz, Korhan, editor

Published
2020
Full Text
View/download PDF

7. Hybrid Solution for Privacy-Preserving Data Mining on the Cloud Computing

Author

Osman, Huda, Maarof, Mohd Aizaini, Siraj, Maheyzah Md, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Saeed, Faisal, editor, Mohammed, Fathey, editor, and Gazem, Nadhmi, editor

Published
2020
Full Text
View/download PDF

9. Towards Stemming Error Reduction for Malay Texts

Author

Kassim, Mohamad Nizam, Jali, Shaiful Hisham Mat, Maarof, Mohd Aizaini, Zainal, Anazida, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Liang, Qilian, Series Editor, Martin, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zhang, Junjie James, Series Editor, Alfred, Rayner, editor, Lim, Yuto, editor, Ibrahim, Ag Asri Ag, editor, and Anthony, Patricia, editor

Published
2019
Full Text
View/download PDF

11. Content Based Fraudulent Website Detection Using Supervised Machine Learning Techniques

Author

Maktabar, Mahdi, Zainal, Anazida, Maarof, Mohd Aizaini, Kassim, Mohamad Nizam, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Abraham, Ajith, editor, Muhuri, Pranab Kr., editor, Muda, Azah Kamilah, editor, and Gandhi, Niketa, editor

Published
2018
Full Text
View/download PDF

20. Enhanced Rules Application Order to Stem Affixation, Reduplication and Compounding Words in Malay Texts

Author

Kassim, Mohamad Nizam, Maarof, Mohd Aizaini, Zainal, Anazida, Abdul Wahab, Amirudin, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Ohwada, Hayato, editor, and Yoshida, Kenichi, editor

Published
2016
Full Text
View/download PDF

21. Malay Word Stemmer to Stem Standard and Slang Word Patterns on Social Media

Author

Kassim, Mohamad Nizam, Maarof, Mohd Aizaini, Zainal, Anazida, Abdul Wahab, Amirudin, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Tan, Ying, editor, and Shi, Yuhui, editor

Published
2016
Full Text
View/download PDF

38. Feature Selection Using Rough-DPSO in Anomaly Intrusion Detection

Author

Zainal, Anazida, Maarof, Mohd Aizaini, Shamsuddin, Siti Mariyam, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Gervasi, Osvaldo, editor, and Gavrilova, Marina L., editor

Published
2007
Full Text
View/download PDF

39. Polymorphism and Danger Susceptibility of System Call DASTONs

Author

Iqbal, Anjum, Maarof, Mohd Aizaini, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Dough, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Jacob, Christian, editor, Pilat, Marcin L., editor, Bentley, Peter J., editor, and Timmis, Jonathan I., editor

Published
2005
Full Text
View/download PDF

48. Multi-Scale Skin Sample Approach for Dynamic Skin Color Detection: An Analysis

Author

Rohani Mohd Foad, Awang Suryanti, Moorthy Kohbalan, Maarof Mohd Aizaini, and Osman Mohd Zamri

Subjects
Health (social science), genetic structures, integumentary system, General Computer Science, Steganography, business.industry, Computer science, General Mathematics, media_common.quotation_subject, General Engineering, Pattern recognition, Content-based image retrieval, Education, General Energy, Sampling (signal processing), Gesture recognition, Feature (computer vision), Face (geometry), Contrast (vision), Artificial intelligence, business, Face detection, General Environmental Science, media_common
Abstract

Skin detection is an important step in many computer vision applications. It has been employed in face detection, hand gesture recognition, illicit image filtering, steganography and content based image retrieval. This is due to the skin colour that attractive feature in detecting the skin in coloured image. In contrast, skin colour detection suffers in low accuracy due to colour properties between the real skin surface and the skin-like objects. Therefore, this paper proposes a dynamic skin colour detection using multi-scales online skin sampling approach. This dynamic skin colour detection involved two procedures for generating the dynamic threshold in colour spaces. Moreover, six colour spaces have been studied to find the best colour models for our proposed method. The first procedure is the online skin sampling that obtained directly from the face candidates to generate the dynamic threshold values of each studied colour spaces. Alongside with the first procedure, we obtained optimal scale for skin sample with 0.25, 0.2 reduction, Meanwhile, the second procedure known as skin pixel classification uses the dynamic threshold obtained from the first procedure to classify the skin in the image. We achieved a satisfactory result in term of precision, recall, accuracy and F1. The experimental result shows that the proposed dynamic skin colour detection achieved good performance via

Published
2018

Catalog

Books, media, physical & digital resources
See catalog results