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ORCIDOmar A. Darwish
Person information
- affiliation: Eastern Michigan University, Ypsilanti, MI, USA
Other persons with the same name
- Omar Darwish — disambiguation page
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Journal Articles
- 2025
[j20]Ahmad AlZu'bi
, Omar Darwish, Amjad Albashayreh, Yahya M. Tashtoush:
Cyberattack event logs classification using deep learning with semantic feature analysis. Comput. Secur. 150: 104222 (2025)- [j19]Khaled Saleh, Dirar A. Darweesh, Omar A. Darwish, Eman M. Hammad, Fathi H. Amsaad:
Hardware and Software Methods for Secure Obfuscation and Deobfuscation: An In-Depth Analysis. Comput. 14(7): 251 (2025) - [j18]Nima Terawi, Huthaifa I. Ashqar, Omar A. Darwish, Anas M. R. Alsobeh, Plamen Z. Zahariev, Yahya M. Tashtoush:
Enhanced Detection of Intrusion Detection System in Cloud Networks Using Time-Aware and Deep Learning Techniques. Comput. 14(7): 282 (2025) - 2024
- [j17]Shorouq Al-Eidi, Omar Darwish, Yuanzhu Chen, Majdi Maabreh, Yahya M. Tashtoush:
A deep learning approach for detecting covert timing channel attacks using sequential data. Clust. Comput. 27(2): 1655-1665 (2024) - [j16]Yahya M. Tashtoush, Moayyad Alajlouni, Firas Albalas, Omar A. Darwish:
Exploring low-level statistical features of n-grams in phishing URLs: a comparative analysis with high-level features. Clust. Comput. 27(10): 13717-13736 (2024) - 2023
- [j15]Shorouq Al-Eidi, Fathi Amsaad, Omar A. Darwish, Yahya M. Tashtoush, Ali Alqahtani, Niveshitha Niveshitha:
Comparative Analysis Study for Air Quality Prediction in Smart Cities Using Regression Techniques. IEEE Access 11: 115140-115149 (2023) - [j14]Omar Darwish, Yahya M. Tashtoush, Amjad Bashayreh, Alaa Alomar, Shahed Alkhaza'leh, Dirar A. Darweesh:
A survey of uncover misleading and cyberbullying on social media for public health. Clust. Comput. 26(3): 1709-1735 (2023) - [j13]Yahya M. Tashtoush, Noor Abu-El-Rub, Omar Darwish, Shorouq Al-Eidi, Dirar A. Darweesh, Ola Karajeh:
A Notional Understanding of the Relationship between Code Readability and Software Complexity. Inf. 14(2): 81 (2023) - 2022
- [j12]Yahya M. Tashtoush, Dirar A. Darweesh, Ghaith Husari, Omar A. Darwish, Yousef Darwish, Luai Bani Issa, Huthaifa I. Ashqar:
Agile Approaches for Cybersecurity Systems, IoT and Intelligent Transportation. IEEE Access 10: 1360-1375 (2022) - [j11]Yahya M. Tashtoush, Balqis Alrababah, Omar Darwish, Majdi Maabreh, Nasser Alsaedi:
A Deep Learning Framework for Detection of COVID-19 Fake News on Social Media Platforms. Data 7(5): 65 (2022) - [j10]Yahya M. Tashtoush, Mohammed Al-Refai, Ghaith Al-Refai, Dirar A. Darweesh, Noor Zaghal, Omar Darwish:
Dynamic Traffic Light System to Reduce The Waiting Time of Emergency Vehicles at Intersections within IoT Environment. Int. J. Comput. Commun. Control 17(3) (2022) - [j9]Yahya M. Tashtoush, Dirar A. Darweesh, Ola Karajeh, Omar A. Darwish, Majdi Maabreh, Safa' Swedat, Rawan Koraysh, Omar Almousa, Nasser Alsaedi:
Survey on authentication and security protocols and schemes over 5G networks. Int. J. Distributed Sens. Networks 18(10): 155013292211266 (2022) - [j8]Majdi Maabreh, Ibrahim Obeidat, Esraa Abu Elsoud, Asma Alnajjar, Rahaf Alzyoud, Omar Darwish:
Towards Data-Driven Network Intrusion Detection Systems: Features Dimensionality Reduction and Machine Learning. Int. J. Interact. Mob. Technol. 16(14): 123-135 (2022) - 2021
- [j7]Shorouq Al-Eidi, Omar A. Darwish, Yuanzhu Chen, Ghaith Husari:
SnapCatch: Automatic Detection of Covert Timing Channels Using Image Processing and Machine Learning. IEEE Access 9: 177-191 (2021) - [j6]Yahya M. Tashtoush, Israa Haj-Mahmoud, Omar Darwish, Majdi Maabreh, Belal Alsinglawi, Mahmoud Elkhodr, Nasser Alsaedi:
Enhancing Robots Navigation in Internet of Things Indoor Systems. Comput. 10(11): 153 (2021) - [j5]Ola Karajeh, Dirar A. Darweesh, Omar Darwish, Noor Abu-El-Rub, Belal Alsinglawi, Nasser Alsaedi:
A Classifier to Detect Informational vs. Non-Informational Heart Attack Tweets. Future Internet 13(1): 19 (2021) - 2020
- [j4]Shorouq Al-Eidi, Omar Darwish, Yuanzhu Chen:
Covert Timing Channel Analysis Either as Cyber Attacks or Confidential Applications. Sensors 20(8): 2417 (2020) - 2019
- [j3]Omar Darwish, Ala I. Al-Fuqaha, Ghassen Ben Brahim, Ilyes Jenhani, Athanasios V. Vasilakos:
Using hierarchical statistical analysis and deep neural networks to detect covert timing channels. Appl. Soft Comput. 82 (2019) - 2014
- [j2]Yahya M. Tashtoush, Omar Darwish, Mohammad Hayajneh:
Fibonacci sequence based multipath load balancing approach for mobile ad hoc networks. Ad Hoc Networks 16: 237-246 (2014) - 2009
- [j1]Ahmad T. Al-Taani, Sana A. Wedian, Omar M. Darwish:
Arabic Numerals Checker: Checking Agreement between Numerals and Counted Objects in the Arabic Language. Int. J. Comput. Process. Orient. Lang. 22(4): 341-357 (2009)
Conference and Workshop Papers
- 2024
- [c22]Omar A. Darwish, Abdallah Al-shorman, Anas M. R. Alsobeh, Yahya M. Tashtoush:
A Survey Analysis of Internet of Things (IoT) Education Across the Top 25 Universities in the United States. AINA (5) 2024: 497-510 - [c21]Gayle Frisbie, Omar A. Darwish, Anas M. R. Alsobeh, Abdallah Al-shorman:
Identifying the Origins of Business Data Breaches Through CTC Detection. NSS 2024: 387-406 - 2023
- [c20]Fathi Amsaad, Shorouq Al-Eidi, Omar Darwish:
Comparative Analysis of Sequential and Parallel Computing for Object Detection Using Deep Learning Model. ACIT 2023: 1-5 - [c19]Jonathan Walatkiewicz, Omar A. Darwish:
A Survey on Drone Cybersecurity and the Application of Machine Learning on Threat Emergence. ACR 2023: 523-532 - [c18]Vishnu Vardhan Baligodugula, Fathi Amsaad, Varshitha Vunnam Tadepalli, Vojjala Radhika, Yetukuri Sanjana, Sai Shiva, Supriya Meduri, Majdi Maabreh, Naser Alsaadi, Omar A. Darwish, Abdul Razaque, Yahya M. Tashtoush:
A Comparative Study of Secure and Efficient Data Duplication Mechanisms for Cloud-Based IoT Applications. ACR 2023: 569-586 - [c17]Omar Darwish, Yahya M. Tashtoush, Majdi Maabreh, Rana Al-essa, Ruba Aln'uman, Ammar Alqublan, Munther Abualkibash, Mahmoud Elkhodr:
Identifying Fake News in the Russian-Ukrainian Conflict Using Machine Learning. AINA (3) 2023: 546-557 - 2022
- [c16]Omar Darwish, Sarah Herzallah, Majdi Maabreh, Shorouq Al-Eidi, Mahmoud Al-Maani, Yahya M. Tashtoush:
A Classifier to Detect Stream Applications Based on Network Traffic Statistical Metrics. ACIT 2022: 1-8 - [c15]Majdi Maabreh, Omar Darwish, Ola Karajeh, Yahya M. Tashtoush:
On developing deep learning models with particle swarm optimization in the presence of poisoning attacks. ACIT 2022: 1-5 - [c14]Shorouq Al-Eidi, Omar Darwish, Yuanzhu Peter Chen, Mahmoud Elkhodr:
Covert Timing Channels Detection Based on Image Processing Using Deep Learning. AINA (3) 2022: 546-555 - [c13]Mahmoud Al-Maani, Gayle Frisbie, Frederick Shippy, Mario Tiseo, Omar A. Darwish, Munther Abualkibash:
A Classifier to Detect Number of Machines Performing DoS Attack Against Arduino Oplà Device in IoT Environment. CommNet 2022: 1-9 - [c12]Yahya M. Tashtoush, Areen Magableh, Omar Darwish, Lujain Smadi, Omar Alomari, Anood ALghazoo:
Detecting Arabic YouTube Spam Using Data Mining Techniques. ISDFS 2022: 1-5 - [c11]Khaled Balhaf, Omar Darwish, Emad Rawashdeh, Mohammad Abu Awad, Dirar A. Darweesh, Yahya M. Tashtoush, Saif Rawashdeh:
Classifying Arabian Gulf Tweets to Detect People's Trends: A case study. SNAMS 2022: 1-8 - [c10]Ola Younis, Yahya M. Tashtoush, Mohammad H. Alomari, Omar Darwish:
A Platform for Automated Solar Data Analysis Using Machine Learning. SNAMS 2022: 1-4 - 2021
- [c9]Mahmoud Elkhodr, Shobana Ashokkumar, Belal Alsinglawi, Omar Darwish, Ola Karajeh, Ergun Gide:
A Cloud-Based Mobile Application for Women with Gestational Diabetes. AINA (3) 2021: 514-523 - 2020
- [c8]Belal Alsinglawi, Fady Alnajjar, Omar Mubin, Mauricio Novoa, Ola Karajeh, Omar Darwish:
Benchmarking Predictive Models in Electronic Health Records: Sepsis Length of Stay Prediction. AINA 2020: 258-267 - [c7]Omar Darwish, Christopher M. Stone, Ola Karajeh, Belal Alsinglawi:
Survey of Educational Cyber Ranges. AINA Workshops 2020: 1037-1045 - [c6]Belal Alsinglawi, Fady 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. EMBC 2020: 5442-5445 - [c5]Shorouq Al-Eidi, Yuanzhu Chen, Omar A. Darwish, Ali M. S. Alfosool:
Time-Ordered Bipartite Graph for Spatio-Temporal Social Network Analysis. ICNC 2020: 833-838 - 2019
- [c4]Omar Darwish, Majdi Maabreh, Ola Karajeh, Belal Alsinglawi:
Source Codes Classification Using a Modified Instruction Count Pass. AINA Workshops 2019: 897-906 - 2018
- [c3]Omar Darwish, Ala I. Al-Fuqaha, Ghassen Ben Brahim, Ilyes Jenhani, Muhammad T. Anan:
Towards a Streaming Approach to the Mitigation of Covert Timing Channels. IWCMC 2018: 255-260 - 2017
- [c2]Omar Darwish, Ala I. Al-Fuqaha, Ghassen Ben Brahim, Muhammad Awais Javed:
Using MapReduce and hierarchical entropy analysis to speed-up the detection of covert timing channels. IWCMC 2017: 1102-1107 - 2015
- [c1]Omar Darwish, Ala I. Al-Fuqaha, Muhammad T. Anan, Nidal Nasser:
The role of hierarchical entropy analysis in the detection and time-scale determination of covert timing channels. IWCMC 2015: 153-159
Informal and Other Publications
- 2025
- [i2]Ayat A. Najjar, Huthaifa I. Ashqar, Omar A. Darwish, Eman M. Hammad:
Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity. CoRR abs/2501.03203 (2025) - [i1]Ayat Najjar, Huthaifa I. Ashqar, Omar A. Darwish, Eman M. Hammad:
Leveraging Explainable AI for LLM Text Attribution: Differentiating Human-Written and Multiple LLMs-Generated Text. CoRR abs/2501.03212 (2025)
Coauthor Index
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