Publications

(With 50 published papers, h-index of 11, and i10-index of 16, with ~400 citations, according to Google Scholar)

1.       Alzu'bi. A, Darwish. O, albashayreh. A, Tashtoush. Y, Alazab. M, “CyberAttack Event Logs Classification using Deep Learning with Semantic Feature Analysis", IEEE Transactions on Information Forensics & Security. (Submitted)

2.       Al-Eidi, S., Darwish, O., Chen, Y. et al. A deep learning approach for detecting covert timing channel attacks using sequential data. Cluster Comput (2023), Springer. https://doi.org/10.1007/s10586-023-04035-5

3.       Mahmoud Elkhodr, Ergun Gide, Robert Wu, Omar Darwish. “ICT students' perceptions towards ChatGPT: An experimental reflective lab analysis”, STEM Education, 2023, 3(2): 70-88. doi: 10.3934/steme.2023006

4.       Walatkiewicz, J., Darwish, O., “A Survey on Drone Cybersecurity and the Application of Machine Learning on Threat Emergence”, Proceedings of the 2023 International Conference on Advances in Computing Research (ACR’23). ACR 2023. Lecture Notes in Networks and Systems, vol 700. Springer, Cham. https://doi.org/10.1007/978-3-031-33743-7_43

5.       Baligodugula V, Amssad. Fathi, Varshitha. T, Radhika. V, Sanjana. Y,Shiva. S, Meduri. S, Maabreh. M, Alsaadi N, Darwish. O, Razaque. A, Tashtoush. Y , “A Comparative Study of Secure and Efficient Data Duplication Mechanisms for Cloud-Based IoT Applications”, Proceedings of the 2023 International Conference on Advances in Computing Research (ACR’23). ACR 2023. Lecture Notes in Networks and Systems, vol 700. Springer, Cham. https://doi.org/10.1007/978-3-031-33743-7_46

6.   O. Darwish, Y. Tashtoush, M. Maabreh, R. Al-essa, R. Alnuman, A. Alqublan and M. Elkhodr “Identifying fake news in the Russian-Ukrainian conflict using Machine learning”, AINA-2023.

7.   Y. Tashtoush,N .Abu-El-Rub, O.Darwish, S.Al-Eidi, D.Darweesh, O.Karajeh, “Notional Understanding of the Relations between Code Readability and Software Complexity”, Information, 2023

8.   K.Balhaf, O. Darwish, E. Rawashdeh, M. Abu Awad, D. Darweesh, Y. Tashtoush, S. Rawashdeh, “ Classifying Arabian Gulf Tweets to Detect People's Trends: A case study”, SNAMS 2022 Conference.

9.   O. Younis, Y. Tashtoush, M. Alomari, O. Darwish “Platform for Automated Solar Data Analysis Using Machine Learning”, SNAMS 2022 Conferenc.

10. M. Al-Maani, G. Frisbie, F. Shippy, M. Tiseo, O. Darwish and M. Abualkibash, “A Classifier to Detect Number of Machines Performing DoS Attack Against Arduino Oplà Device”, CommNet'22 Conference (Dec. 12-14, 2022).

11. Darwish. O, Herzallah. S, Maabreh .M, Al-Eidi. S, Al-Maani .M, Tashtoush. Y, “A classifier to Detect Stream Applications Based on Network Traffic Statistical Metrics,” ACIT'2022, 2022.

12. Maabreh .M, Darwish. O, Karajeh. O, Tashtoush. Y, “On developing deep learning models with particle swarm optimization in the presence of poisoning attacks,” ACIT'2022, 2022.

13.    Tashtoush, Yahya & Obeidat, Rasha & Al-Shorman, Abdallah & Darwish, Omar & Al-Ramahi, Mohammad & Darweesh Dirar. (2022). Enhanced Convolutional Neural Network for Non-Small Cell Lung Cancer Classification. International Journal of Electrical and Computer Engineering. Vol. 99, No. 1. DOI: 10.11591/ijece.v99i1.pp1-1x

14. P.Souvik, O.Darwish, F. Amsaad, " Information-Centric IoT-Based Smart Farming with Dynamic Data  Optimization," Computers, Materials & Continua, 2022.

15.    Tashtoush Y, Darweesh D, Karajeh O, Darwish O, et al. Survey on authentication and security protocols and schemes over 5G networks. International Journal of Distributed Sensor Networks. 2022;18(10). doi:10.1177/15501329221126609

16. Darwish, O., Tashtoush, Y., Bashayreh, A. et al. A survey of uncover misleading and cyberbullying on social media for public health. Cluster Comput (2022). https://doi.org/10.1007/s10586-022-03706-z

17.    Emad Abdelsalam, Omar Darwish, Ola Karajeh, Fares Almomani, Dirar Darweesh, Sanad Kiswani, Abdullah Omar, Malek Alkisrawi, A classifier to detect best mode for Solar Chimney Power Plant system, Renewable Energy, Volume 197,2022,Pages 244-256,ISSN 0960-1481,https://doi.org/10.1016/j.renene.2022.07.056.

18.    Y. M. Tashtoush, W. Doulat, S. Banat, N. Alkhdour, D. Darweesh and O. Darwish, "Project Management Effort Estimation Using Agile Manager game platform," 2022 13th International Conference on Information and Communication Systems (ICICS), 2022, pp. 149-154, doi: 10.1109/ICICS55353.2022.9811211.

19.    M. B. Issa, O. Darwish, D. H. Allah, F. Shatnawi, D. Darweesh and Y. M. Tashtoush, "Analysis of Jordanian University Students Problems Using Data Mining System," 2022 13th International Conference on Information and Communication Systems (ICICS), 2022, pp. 220-225, doi: 10.1109/ICICS55353.2022.9811199.

20.    Y. Tashtoush, A. Magableh, O. Darwish, L. Smadi, O. Alomari and A. ALghazoo, "Detecting Arabic YouTube Spam Using Data Mining Techniques," 2022 10th International Symposium on Digital Forensics and Security (ISDFS), 2022, pp. 1-5, doi: 10.1109/ISDFS55398.2022.9800840.

21. S. Al-Eidi, O. Darwish, G. Husari, Y. Chen and M. Elkhodr, "Convolutional Neural Network Structure to Detect and Localize CTC Using Image Processing," 2022 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS), 2022, pp. 1-7, doi: 10.1109/IEMTRONICS55184.2022.9795734.

22.    Y. M. Tashtoush, M. Al-refai, G. Al-refai, D. Darweesh, N. Zaghal and O. Darwish, "Dynamic Traffic Light System to Reduce The Waiting Time of Emergency Vehicles at Intersections within IoT Environment,"Vol. 17 No. 3 (2022): International Journal of Computers Communications & Control, doi: https://doi.org/10.15837/ijccc.2022.3.4482

23. Alsinglawi, B., Alshari, O., Alorjani, M. Omar Mubin, .O, Alnajjar, F., Mauricio, N., Darwish, O. An explainable machine learning framework for lung cancer hospital length of stay prediction. Sci Rep 12, 607 (2022). https://doi.org/10.1038/s41598-021-04608-7

24. Tashtoush, Y.; Alrababah, B.; Darwish, O.; Maabreh, M.; Alsaedi, N. A Deep Learning Framework for Detection of COVID-19 Fake News on Social Media Platforms. Data 2022, 7, 65. https://doi.org/10.3390/data7050065

25.    Al-Eidi, S., Darwish, O., Chen, Y., Elkhodr, M. (2022). Covert Timing Channels Detection Based on Image Processing Using Deep Learning. In: Barolli, L., Hussain, F., Enokido, T. (eds) Advanced Information Networking and Applications. AINA 2022. Lecture Notes in Networks and Systems, vol 451. Springer, Cham. https://doi.org/10.1007/978-3-030-99619-2_51

26.    Y. M. Tashtoush, D. A. Darweesh, G. Husari, O. Darwish, Y. Darwish, L. Bani Issa, H. Ashqar, "Agile Approaches for Cybersecurity Systems, IoT and Intelligent Transportation," in IEEE Access, vol. 10, pp. 1360-1375, 2022, DOI: 10.1109/ACCESS.2021.3136861.

27.    Maabreh, M. ., Obeidat, I., Abu Elsoud , E. ., Alnajjar, A., Alzyoud, R., & Darwish, O. (2022). Towards Data-Driven Network Intrusion Detection Systems: Features Dimensionality Reduction and Machine Learning. International Journal of Interactive Mobile Technologies (iJIM), 16(14), pp. 123–135. https://doi.org/10.3991/ijim.v16i14.30197

28.    Y. Tashtoush, D. Darweesh, O. Darwish, B. Alsinglawi, R. Obeidat, N. A Classifier to Detect Profit and Non-Profit Websites Upon Textual Metrics for Security Purposes. 2022. https://doi.org/10.5614/itbj.ict.res.appl.2022.16.1.6

29.    Tashtoush, Y.; Haj-Mahmoud, I.; Darwish, O.; Maabreh, M.; Alsinglawi, B.; Elkhodr, M.; Alsaedi, N. Enhancing Robots Navigation in Internet of Things Indoor Systems. Computers 2021, 10, 153. https://doi.org/10.3390/computers10110153

30. M. Elkhodr, S. Ashokkumar, B. Alsinglawi, O. Darwish, O. Karajeh, E. Gide, “A Cloud-Based Mobile Application for Women with Gestational Diabetes,” Workshops of AINA-2020(WAINA 2021), Toronto, Canada 12-14 May 2021.

31.    Karajeh, O.; Darweesh, D.; Darwish, O.; Abu-El-Rub, N.; Alsinglawi, B.; Alsaedi, N. A Classifier to Detect Informational vs. Non-Informational Heart Attack Tweets. Future Internet 2021, 13, 19. https://doi.org/10.3390/fi13010019.

32.    S. Al-Eidi, O. Darwish, Y. Chen and G. Husari, "SnapCatch: Automatic Detection of Covert Timing Channels Using Image Processing and Machine Learning," in IEEE Access, DOI: 10.1109/ACCESS.2020.3046234.

33. Belal Alsinglawi, Fady SK Alnajjar, Omar Mubin, Mauricio Novoa, Mohammed Alorjani, Ola Karajeh, Omar Darwish, “ Predicting Length of Stay for Cardiovascular Hospitalizations in the Intensive Care Unit: Machine Learning Approach,” 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) in conjunction with the 43rd Annual Conference of the Canadian Medical and Biological Engineering Society, 2020.

34.    S. Al-Eidi, O. Darwish, and Y. Chen, “Covert Timing Channel Analysis Either as Cyber Attacks or Confidential Applications,” Sensors (Basel), vol. 20, no. 8, Apr. 2020, DOI: 10.3390/s20082417.

35. B. Alsinglawi, O. Mubin, M. Novoa, O. Karajeh, O. Darwish, “Benchmarking Predictive Models in Electronic Health Records: Sepsis Length of Stay Prediction,” The 34 International Conference on

Advanced Information Networking and Applications (AINA-2020), Caserta, Italy 15-17 April 2020.

36. O. Darwish, C.Stone, O. Karajeh, B. Alsinglawi, “Survey of Educational Cyber Ranges,” Workshops of AINA-2020(WAINA 2020), Caserta, Italy 15-17 April 2020.

37. S. Al-Eidi, Y. Chen, O. Darwish, A. Alfosool, 'Time-Ordered Bipartite Graph for Spatio-Temporal Social

Network Analysis, International Conference on Computing, Networking and Communications (ICNC 2020), Big Island, Hawaii, USA, February 17-20, 2020.

38. O. Darwish, A. Al-Fuqaha, G. Ben Brahim, I. Jenhani, and A. Vasilakos, “Using hierarchical statistical analysis and deep neural networks to detect covert timing channels,” Applied Soft Computing, vol. 82, p. 105546, Sep. 2019.  

39. O. Darwish, M. Maabreh, O. Karajeh, and B. Alsinglawi, “Source Codes Classification Using a Modified Instruction Count Pass,” in Web Artificial Intelligence and Network Applications, Cham, 2019, pp. 897– 906.

40. O. Darwish, A. Al-Fuqaha, G. Ben Brahim, I. Jenhani “Towards a Streaming Approach to the Mitigation of Covert Timing Channels” The 14th International Wireless Communications and Mobile Computing Conference (IEEE IWCMC 2018), Limassol, Cyprus, June 25th — 29th, 2018. 

41. O. Darwish, A. Al-Fuqaha, G. Ben Brahim, M. Javed, “Using MapReduce and Hierarchical Entropy Analysis to Speed-Up the Detection of Covert Timing Channels,” The 13th International Wireless Communications and Mobile Computing Conference (IEEE IWCMC 2017), Valencia, Spain, June 26th — 30th, 2017.

42. O. Darwish, A. Al-Fuqaha, M. Anan, N. Nasser, “The Role of Hierarchical Entropy Analysis in the Detection and Time-Scale Determination of Covert Timing Channels,” The 11th International Wireless Communications and Mobile Computing Conference (IEEE IWCMC 2015), Mobile Computing Symposium, Dubrovnik, Croatia, August 24th — 28th, 2015.

43. Y. Tashtoush, O. Darwish, and M. Hayajneh, “Fibonacci sequence-based multipath load balancing approach for mobile ad hoc networks,” Ad Hoc Networks, vol. 16, pp. 237–246, May 2014.

44. Yahya M. Tashtoush,  Mohammad Hayajneh, O. Darwish, Ahmad A. Momani, Yazan A. Shboul,  "DNBAODV: Dynamic Neighbors Based Contention Window Approach for IEEE 802.11 AODV MAC Protocol", Journal of Next Generation Information Technology 4 (4), South Korea, 1-8,2013.

45. Mahmoud Al-Ayyoub, Ghaith Husari, O. Darwish, Ahmad Alabed-alaziz, "Machine Learning Approach for Brain Tumor Detection", ICICS '12 Proceedings of the 3rd International Conference on Information and Communication Systems  Article No. 23. ACM New York, NY, USA ©2012.

46. Mohammed Q. Shatnawi1, Qusai Q. Abuein, O. Darwish,  "Verification Hadeeth Correctness in Islamic Web Pages Using Information Retrieval Techniques", International Journal of Computer Applications IJCA, Volume 44 - Number 13,2012.

47. Yahya M. Tashtoush, O. Darwish, " A Novel Multipath Load Balancing Approach Using Fibonacci Series for Mobile Ad Hoc Networks ", International Journal of Computer Theory and Engineering Vol. 4, No. 2, April 2012.

48. Ahmad Momani, Muneer Bani Yassein, O. Darwish, Saher Manaseer, Wail Mardini," Intelligent Paging Backoff Algorithm for IEEE 802.11 MAC Protocol ", Network Protocols and Algorithms, 2012, Vol. 3, No. 1297, USA, 2012.

49. Hassan Najadat, Yasser Jaffal, O. Darwish, Niveen Yasser, "A Classifier to Detect Abnormality in CT Brain Images", The 2011 IAENG International Conference on Data Mining and Applications, 16-18 March 2011, Hong Kong, Pages 374- 377,2011.