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Article

Khan, Muhammad Asif and Mohd Faizal, Ab Razak and Zafril Rizal, M. Azmi and Ahmad Firdaus, Zainal Abidin and Nuhu, Abdul Hafeez and Hussain, Syed Shuja (2025) Machine learning and deep learning approaches for detecting DDoS attacks in cloud environments. Fusion: Practice and Applications (FPA), 17 (2). pp. 79-97. ISSN 2692-4048. (Published)

Nuhu Ahmad, Abdul hafiz and Anis Farihan, Mat Raffei and Mohd Faizal, Ab Razak and Ahmad Syafadhli, Abu Bakar (2024) Distributed denial of service attack Detection in IoT networks using deep learning and feature fusion : A review. Mesopotamian Journal of CyberSecurity, 4 (1). pp. 47-70. ISSN 2958-6542. (Published)

Nuhu Ahmad, Abdulhafiz and Anis Farihan, Mat Raffei and Mohd Faizal, Ab Razak and Ahmad, Abubakar (2024) Distributed Denial of Service Attack Detection in IoT Networks using Deep Learning and Feature Fusion: A Review. Mesopotamian Journal of CyberSecurity, 4 (1). pp. 47-70. ISSN 2958-6542. (Published)

Kadhum, Laith M. and Ahmad Firdaus, Zainal Abidin and Syifak Izhar, Hisham and Mushtaq, Waheed and Mohd Faizal, Ab Razak (2024) Features, Analysis Techniques, and Detection Methods of Cryptojacking Malware: A Survey. JOIV : International Journal on Informatics Visualization, 8 (2). pp. 891-896. ISSN 2549-9610. (Published)

Imran Edzereiq, Kamarudin and Mohamed Ariff, Ameedeen and Mohd Faizal, Ab Razak and Azlee, Zabidi (2023) Integrating Edge Computing and Software Defined Networking in Internet of Things: A Systematic Review. Iraqi Journal for Computer Science and Mathematics (IJCSM), 4 (4). pp. 121-150. ISSN 2788-7421. (Published)

Imran Edzereiq, Kamarudin and Mohamed Ariff, Ameedeen and Mohd Faizal, Ab Razak and Azlee, Zabidi (2023) Software defined internet of things in smart city: A review. Indonesian Journal of Electrical Engineering and Computer Science, 32 (2). pp. 915-924. ISSN 2502-4752. (In Press / Online First) (In Press / Online First)

Noor Farhana, Mohd Zuki and Ahmad Firdaus, Zainal Abidin and Mohd Faaizie, Darmawan and Mohd Faizal, Ab Razak (2023) Evaluation of boruta algorithm in DDoS detection. Egyptian Informatics Journal, 24 (1). pp. 27-42. ISSN 1110-8665. (Published)

Hussain, Syed Shuja and Mohd Faizal, Ab Razak and Ahmad Firdaus, Zainal Abidin (2023) Deep learning based hybrid analysis of malware detection and classification: A recent review. Journal of Cyber Security and Mobility, 13 (1). pp. 91-134. ISSN 2245-4578. (Published)

Mohd Izham, Mohd Jaya and Mohd Faizal, Ab Razak and Eh Phon, Danakorn Nincarean and Syifak Izhar, Hisham and Ahmad Firdaus, Zainal Abidin (2022) Systematic description of the internet of things: A bibliometric analysis. Journal of Theoretical and Applied Information Technology, 100 (9). 2835 -2853. ISSN 1992-8645 (print); 817-3195 (online). (Published)

Yau, Ti Dun and Mohd Faizal, Ab Razak and Mohamad Fadli, Zolkipli and Tan Fui, Fui Bee and Ahmad Firdaus, Zainal Abidin (2022) Hermes ransomware v2.1 action monitoring using next generation security operation center (NGSOC) complex correlation rules. International Journal on Advanced Science, Engineering and Information Technology, 12 (3). pp. 1287-1292. ISSN 2088-5334. (Published)

Ernawan, Ferda and Aminuddin, Afrig and Eh Phon, Danakorn Nincarean and Mohd Faizal, Ab Razak and Ahmad Firdaus, Zainal Abidin (2022) Three layer authentications with a spiral block mapping to prove authenticity in medical images. International Journal of Advanced Computer Science and Applications (IJACSA), 13 (4). pp. 211-223. ISSN 2158-107X; 2156-5570(Online). (Published)

Nurazilah, Zainal and Mohammed Hariri, Bakri and Law, Siong Hook and Syahrir, Zaini and Mohd Faizal, Ab Razak (2021) Validity of fisher effect theory: Evidence from the conventional and Islamic money market in Malaysia. Quality - Access to Success, 22 (184). 64 -72. ISSN 1582-2559. (Published)

Juliza, Mohamad Arif and Mohd Faizal, Ab Razak and Suryanti, Awang and Sharfah Ratibah, Tuan Mat and Nor Syahidatul Nadiah, Ismail and Ahmad Firdaus, Zainal Abidin (2021) A static analysis approach for android permission-based malware detection systems. PLoS ONE, 16 (9). pp. 1-23. ISSN 1932-6203. (Published)

Sharfah Ratibah, Tuan Mat and Mohd Faizal, Ab Razak and M. N. M., Kahar and Juliza, Mohamad Arif and Salwana, Mohamad and Ahmad Firdaus, Zainal Abidin (2021) Towards a systematic description of the feld using bibliometric analysis. Scientometrics, 126 (3). 2013 -2055. ISSN 1588-2861. (Published)

Juliza, Mohamad Arif and Mohd Faizal, Ab Razak and Sharfah Ratibah, Tuan Mat and Suryanti, Awang and Nor Syahidatul Nadiah, Ismail and Ahmad Firdaus, Zainal Abidin (2021) Android mobile malware detection using Fuzzy AHP. Journal of Information Security and Applications, 61 (102929). pp. 1-35. ISSN 2214-2126. (Published)

Sharfah Ratibah, Tuan Mat and Mohd Faizal, Ab Razak and Mohd Nizam, Mohmad Kahar and Juliza, Mohamad Arif (2021) A Bayesian probability model for Android malware detection. ICT Express. pp. 1-8. ISSN 2405-9595. (In Press / Online First) (In Press / Online First)

Dun, Yau Ti and Mohd Faizal, Ab Razak and Mohamad Fadli, Zolkipli and Bee, Tan Fui and Ahmad Firdaus, Zainal Abidin (2021) Grasp on next generation security operation centre (NGSOC):. International Journal of Nonlinear Analysis and Applications (IJNAA), 12 (2). pp. 867-896. ISSN 2008-6822. (Published)

Rosmalissa, Jusoh and Ahmad Firdaus, Zainal Abidin and Anwar, Shahid and Mohd Zamri, Osman and Mohd Faaizie, Darmawan and Mohd Faizal, Ab Razak (2021) Malware detection using static analysis in android: A review of FeCO (features, classification, and obfuscation). PeerJ Computer Science, 7 (522). pp. 1-54. ISSN 2376-5992. (Published)

Kadhum, Laith M. and Ahmad Firdaus, Zainal Abidin and Mohamad Fadli, Zolkipli and Saferalia, Luay and Mohd Faizal, Ab Razak (2021) New formula to calculate the number of designs in RADG cryptosystem. International Journal of Nonlinear Analysis and Applications (IJNAA), 12 (1). pp. 821-829. ISSN 2008-6822. (Published)

Sharfah Ratibah, Tuan Mat and Mohd Faizal, Ab Razak and M. N. M., Kahar and Juliza, Mohamad Arif and Salwana, Mohamad and Ahmad, Firdaus (2021) Towards a systematic description of the field using bibliometric analysis: malware evolution. Scientometrics, 126. pp. 2013-2055. ISSN 0138-9130. (Published)

Hazim, Hanif and Mohd Hairul Nizam, Md Nasir and Mohd Faizal, Ab Razak and Ahmad, Firdaus and Nor Badrul, Anuar (2021) The rise of software vulnerability: Taxonomy of software vulnerabilities detection and machine learning approaches. Journal of Network and Computer Applications, 179 (103009). pp. 1-24. ISSN 1084-8045. (Published)

Lee, Ong Vienna and Heryanto, Ahmad and Mohd Faizal, Ab Razak and Anis Farihan, Mat Raffei and Eh Phon, Danakorn Nincarean and Shahreen, Kasim and Sutikno, Tole (2020) A malicious URLs detection system using optimization and machine learning classifiers. Indonesian Journal of Electrical Engineering and Computer Science, 17 (3). pp. 1210-1214. ISSN 2502-4752. (Published)

Eh Phon, Danakorn Nincarean and Ahmad Firdaus, Zainal Abidin and Mohd Faizal, Ab Razak and Shahreen, Kasim and Basori, Ahmad Hoirul and Sutikno, Tole (2019) Augmented reality: Effect on conceptual change of scientific. Bulletin of Electrical Engineering and Informatics, 8 (4). pp. 1537-1544. ISSN 2089-3191 (Print); 2302-9285 (Online). (Published)

Firdaus, Ahmad and Mohd Faizal, Ab Razak and Feizollah, Ali and Hashem, Ibrahim Abaker Targio and Mohamad, Hazim and Nor Badrul, Anuar (2019) The rise of “blockchain”: bibliometric analysis of blockchain study. Scientometrics, 120 (3). pp. 1289-1331. ISSN 0138-9130. (Published)

Mohd Faizal, Ab Razak and Nor Badrul, Anuar and Rosli, Salleh and Ahmad, Firdaus and Muhammad, Faiz and Alamri, Hammoudeh S. (2019) “Less Give More”: Evaluate and zoning Android applications. Measurement, 133. pp. 396-411. ISSN 0263-2241. (Published)

Mohd Faizal, Ab Razak and Nor Badrul, Anuar and Fazidah, Othman and Ahmad, Firdaus and Firdaus, Afifi and Rosli, Salleh (2018) Bio-inspired for Features Optimization and Malware Detection. Arabian Journal for Science and Engineering, 43 (12). pp. 6963-6979. ISSN 1319-8025 (print); 2191-4281 (online). (Published)

Tahaei, Hamid and Rosli, Salleh and Mohd Faizal, Ab Razak and Ko, Kwangman and Nor Badrul, Anuar (2018) Cost Effective Network Flow Measurement for Software Defined Networks: A Distributed Controller Scenario. IEEE Access, 6. 5182- 5198. ISSN 2169-3536. (Published)

Mohamad, Hazim and Nor Badrul, Anuar and Mohd Faizal, Ab Razak and Nor Aniza, Abdullah (2018) Detecting opinion spams through supervised boosting approach. PLoS ONE, 13 (6). pp. 1-23. ISSN 1932-6203. (Published)

Ahmad Firdaus, Zainal Abidin and Nor Badrul, Anuar and Ahmad, Karim and Mohd Faizal, Ab Razak (2018) Discovering optimal features using static analysis and a genetic search based method for Android malware detection. Frontiers of Information Technology & Electronic Engineering, 19 (6). pp. 712-736. ISSN 2095-9230. (Published)

Ahmad Firdaus, Zainal Abidin and Nor Badrul, Anuar and Mohd Faizal, Ab Razak and Targio Hashem, Ibrahim Abaker and Syafiq, Bachok and Sangaiah, Arun Kumar (2018) Root exploit detection and features optimization: Mobile device and blockchain based medical data management. Journal of Medical Systems, 42 (6). pp. 1-23. ISSN 0148-5598. (Published)

Ahmad, Firdaus and Nor Badrul, Anuar and Mohd Faizal, Ab Razak and Sangaiah, Arun Kumar (2017) Bio-Inspired Computational Paradigm for Feature Investigation and Malware Detection: Interactive Analytics. Multimedia Tools and Applications. pp. 1-37. ISSN 1380-7501(print); 1573-7721(online). (Published)

Mohd Faizal, Ab Razak and Nor Badrul, Anuar and Rosli, Salleh and Ahmad, Firdaus (2016) The Rise of “malware”: Bibliometric Analysis of Malware Study. Journal of Network and Computer Applications, 75. pp. 58-76. ISSN 1084-8045. (Published)

Conference or Workshop Item

Nur Khairani, Kamarudin and Ahmad Firdaus, Zainal Abidin and Azlee, Zabidi and Mohd Faizal, Ab Razak (2023) CAGDEEP : Mobile malware analysis using force atlas 2 with strong gravity call graph and deep learning. In: 8th International Conference on Software Engineering and Computer Systems, ICSECS 2023 , 25-27 August 2023 , Penang. pp. 396-401. (192961). ISBN 979-835031093-1 (Published)

Nur Shamsiah, Abdul Rahman and Noor Azida, Sahabudin and Eh Phon, Danakorn Nincarean and Mohd Faizal, Ab Razak and Anis Farihan, Mat Raffei (2023) Factors affecting cyberbullying behaviours among university students: A review. In: 2023 IEEE 8th International Conference On Software Engineering and Computer Systems (ICSECS) , 25-27 August 2023 , Penang, Malaysia. 342 -346.. ISBN 979-835031093-1 (Published)

Ernawan, Ferda and Ahmad, Hisyam and Adi, Prajanto Wahyu and Zuriani, Mustaffa and Mohd Faizal, Ab Razak (2023) Robust image watermarking using hessenberg decomposition and SVD with integer wavelet transform. In: 8th International Conference on Software Engineering and Computer Systems, ICSECS 2023 , 25-27 August 2023 , Penang. pp. 476-480. (192961). ISBN 979-835031093-1 (Published)

Mohd Faizal, Ab Razak and Mohd Izham, Jaya and Ernawan, Ferda and Ahmad Firdaus, Zainal Abidin and Nugroho, Fajar Agung (2022) Comparative analysis of machine learning classifiers for phishing detection. In: Proceedings - International Conference on Informatics and Computational Sciences; 6th International Conference on Informatics and Computational Sciences, ICICoS 2022 , 28-29 September 2022 , Virtual, Online. pp. 84-88., 2022 (183902). ISSN 2767-7087 ISBN 978-166546099-6 (Published)

Ahmad Firdaus, Zainal Abidin and Aldharhani, Ghassan Saleh and Zahian, Ismail and Mohd Faizal, Ab Razak (2022) The summer heat of cryptojacking season : Detecting cryptojacking using heatmap and fuzzy. In: International Conference on Cyber Resilience, ICCR 2022 , 6-7 October 2022 , Dubai. pp. 1-5. (185824). ISBN 978-166546122-1 (Published)

Juliza, Mohamad Arif and Mohd Faizal, Ab Razak and Suryanti, Awang and Sharfah Ratibah, Tuan Mat and Nor Syahidatul Nadiah, Ismail and Ahmad Firdaus, Zainal Abidin (2021) A review : Static analysis of android malware and detection technique. In: 2021 International Conference on Software Engineering & Computer Systems and 4th International Conference on Computational Science and Information Management (ICSECS-ICOCSIM) , 21-26 August 2021 , Pekan. pp. 1-6.. ISBN 978-1-6654-1407-4 (Published)

Mohd Izham, Mohd Jaya and Goh, Xin Tong and Mohd Faizal, Ab Razak and Azlee, Zabidi and Syifak Izhar, Hisham (2021) Geofence alerts application with GPS tracking for children monitoring (CTS). In: 7th International Conference on Software Engineering and Computer Systems and 4th International Conference on Computational Science and Information Management, ICSECS-ICOCSIM 2021 , 24-26 Aug. 2021 , Pekan, Malaysia. 222 -226.. ISBN 9781665414074 (Published)

Juliza, Mohamad Arif and Mohd Faizal, Ab Razak and Sharfah Ratibah, Tuan Mat (2021) Android mobile malware detection system using fuzzy AHP. In: Creation, Innovation, Technology & Research Exposition (CITREX) 2021 , 2021 , Virtually hosted by Universiti Malaysia Pahang. p. 1.. (Published)

Sharfah Ratibah, Tuan Mat and Mohd Faizal, Ab Razak and Mohd Nizam, Mohmad Kahar and Juliza, Mohamad Arif and Azlee, Zabidi (2021) Applying Bayesian probability for Android malware detection using permission features. In: IEEE 2021 International Conference on Software Engineering & Computer Systems and 4th International Conference on Computational Science and Information Management (ICSECS-ICOCSIM) , 24-26 August 2021 , Pekan, Pahang, Malaysia. pp. 574-579.. ISBN 978-1-6654-1407-4 (Published)

Muhammad Emir Husaini, Mohamad Nor and Mohd Faizal, Ab Razak and Ahmad Firdaus, Zainal Abidin (2021) Smart e-laundry monitoring system by using IoT. In: Creation, Innovation, Technology & Research Exposition (CITREX) 2021 , 2021 , Virtually hosted by Universiti Malaysia Pahang. p. 1.. (Published)

Ahmad Firdaus, Zainal Abidin and Yew Khen, Yong and Mohd Faizal, Ab Razak and Wan Isni Sofiah, Wan Din and Mohd Zamri, Osman and Che Akmal, Che Yahaya (2021) Where is my organ? Organ donation with blockchain system. In: Creation, Innovation, Technology & Research Exposition (CITREX) 2021 , 2021 , Virtually hosted by Universiti Malaysia Pahang. p. 1.. (Published)

Mohamad Nazmi, Nasir and Syifak Izhar, Hisham and Mohd Faizal, Ab Razak (2020) An improved mapping pattern for Digital Watermarking using Hilbert-Peano Pattern. In: IOP Conference Series: Materials Science and Engineering, The 6th International Conference on Software Engineering & Computer Systems , 25-27 September 2019 , Pahang, Malaysia. pp. 1-7., 769 (012009). ISSN 1757-899X (Published)

Che Akmal, Che Yahaya and Che Yahaya, Yaakub and Ahmad Firdaus, Zainal Abidin and Mohd Faizal, Ab Razak and Nuresa Fatin, Hasbullah and Mohamad Fadli, Zolkipli (2020) The prediction of undergraduate student performance in chemistry course using multilayer perceptron. In: IOP Conference Series: Materials Science and Engineering, The 6th International Conference on Software Engineering & Computer Systems , 25-27 September 2019 , Pahang, Malaysia. pp. 1-8., 769 (012027). ISSN 1757-899X (Published)

Alamri, Hammoudeh S. and Zamli, Kamal Z. and Ahmad Firdaus, Zainal Abidin and Mohd Faizal, Ab Razak (2019) Solving 0/1 Knapsack Problem using Opposition-based Whale Optimization Algorithm (OWOA). In: ICSCA 2019 Conference Proceedings: 8th International Conference on Software and Computer Applications , 19-21 February 2019 , Penang, Malaysia. pp. 135-139.. ISBN 978-1-4503-6573-4 (Published)

Nurul Amira, Mohd Zin and Mohd Faizal, Ab Razak and Ahmad Firdaus, Zainal Abidin and Ernawan, Ferda and Nor Saradatul Akmar, Zulkifli Machine learning technique for phishing website detection. In: 2023 IEEE 8th International Conference On Software Engineering and Computer Systems (ICSECS) , 25-27 August 2023 , Penang, Malaysia. . ISBN 979-8-3503-1093-1 (Published)