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Ahmed A. Abusnaina · SciRah

Researcher profile · Semantic Scholar

Ahmed A. Abusnaina

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Ahmed A. Abusnaina — researcher profile on SciRah

h-index: 17
Works: 45
Citations: 1,330

Most-cited papers

Sensor-Based Continuous Authentication of Smartphones’ Users Using Behavioral Biometrics: A Contemporary Survey
Mohammad Abuhamad, Ahmed A. Abusnaina, Daehun Nyang, David A. Mohaisen
2020IEEE Internet of Things Journal187 citations Open access
Semantic Scholar
Analyzing and Detecting Emerging Internet of Things Malware: A Graph-Based Approach
Hisham Alasmary, Aminollah Khormali, Afsah Anwar, Jeman Park +5 more
2019IEEE Internet of Things Journal146 citations
Semantic Scholar
Cleaning the NVD: Comprehensive Quality Assessment, Improvements, and Analyses
Afsah Anwar, Ahmed A. Abusnaina, Song-Qing Chen, Frank Li +1 more
2020IEEE Transactions on Dependable and Secure Computing101 citations Open access
Semantic Scholar
Adversarial Learning Attacks on Graph-based IoT Malware Detection Systems
Ahmed A. Abusnaina, Aminollah Khormali, Hisham Alasmary, Jeman Park +2 more
2019IEEE International Conference on Distributed Computing Systems91 citations
Semantic Scholar
Feature selection using binary particle swarm optimization with time varying inertia weight strategies
Majdi M. Mafarja, Radi Jarrar, Sobhi Ahmad, Ahmed A. Abusnaina
2018International Conference on Future Networks and Distributed Systems84 citations
Semantic Scholar
Adversarial Example Detection Using Latent Neighborhood Graph
Ahmed A. Abusnaina, Yuhang Wu, S. S. Arora, Yizhen Wang +3 more
2021IEEE International Conference on Computer Vision76 citations
Semantic Scholar
DL-FHMC: Deep Learning-Based Fine-Grained Hierarchical Learning Approach for Robust Malware Classification
Ahmed A. Abusnaina, Mohammad Abuhamad, Hisham Alasmary, Afsah Anwar +4 more
2021IEEE Transactions on Dependable and Secure Computing65 citations
Semantic Scholar
Training neural networks using Salp Swarm Algorithm for pattern classification
Ahmed A. Abusnaina, Sobhi Ahmad, Radi Jarrar, Majdi M. Mafarja
2018International Conference on Future Networks and Distributed Systems58 citations
Semantic Scholar
DFD: Adversarial Learning-based Approach to Defend Against Website Fingerprinting
Ahmed A. Abusnaina, Rhongho Jang, Aminollah Khormali, Daehun Nyang +1 more
2020IEEE Conference on Computer Communications54 citations
Semantic Scholar
Soteria: Detecting Adversarial Examples in Control Flow Graph-based Malware Classifiers
Hisham Alasmary, Ahmed A. Abusnaina, Rhongho Jang, Mohammed Abuhamad +3 more
2020IEEE International Conference on Distributed Computing Systems50 citations
Semantic Scholar
Modified Global Flower Pollination Algorithm and its Application for Optimization Problems
M. Y. Shambour, Ahmed A. Abusnaina, A. I. Alsalibi
2018Interdisciplinary Sciences Computational Life Sciences48 citations
Semantic Scholar
Hate, Obscenity, and Insults: Measuring the Exposure of Children to Inappropriate Comments in YouTube
Sultan Alshamrani, Ahmed A. Abusnaina, Mohammed Abuhamad, Daehun Nyang +1 more
2021The Web Conference45 citations Open access
Semantic Scholar
COPYCAT: Practical Adversarial Attacks on Visualization-Based Malware Detection
Aminollah Khormali, Ahmed A. Abusnaina, Song-Qing Chen, Daehun Nyang +1 more
2019arXiv.org32 citations
Semantic Scholar
TLDR: Deep Learning-Based Automated Privacy Policy Annotation with Key Policy Highlights
Abdulrahman Alabduljabbar, Ahmed A. Abusnaina, Ulku Meteriz-Yildiran, David A. Mohaisen
2021WPES@CCS26 citations
Semantic Scholar
Examining the Robustness of Learning-Based DDoS Detection in Software Defined Networks
Ahmed A. Abusnaina, Aminollah Khormali, Daehun Nyang, Murat Yuksel +1 more
2019International Conference on Data Science in Cyberspace24 citations
Semantic Scholar
Subgraph-Based Adversarial Examples Against Graph-Based IoT Malware Detection Systems
Ahmed A. Abusnaina, Hisham Alasmary, Mohammed Abuhamad, Saeed Salem +2 more
2019International Conference on Computational Social Networks20 citations
Semantic Scholar
ShellCore: Automating Malicious IoT Software Detection Using Shell Commands Representation
Hisham Alasmary, Afsah Anwar, Ahmed A. Abusnaina, Abdulrahman Alabduljabbar +5 more
2021IEEE Internet of Things Journal18 citations Open access
Semantic Scholar
Systematically Evaluating the Robustness of ML-based IoT Malware Detection Systems
Ahmed A. Abusnaina, Afsah Anwar, Sultan Alshamrani, Abdulrahman Alabduljabbar +3 more
2022International Symposium on Recent Advances in Intrusion Detection17 citations
Semantic Scholar
Investigating Online Toxicity in Users Interactions with the Mainstream Media Channels on YouTube
Sultan Alshamrani, Mohammed Abuhamad, Ahmed A. Abusnaina, David A. Mohaisen
2020International Conference on Information and Knowledge Management17 citations
Semantic Scholar
Supervised Training of Spiking Neural Network by Adapting the E-MWO Algorithm for Pattern Classification
Ahmed A. Abusnaina, R. Abdullah, Ali Kattan
2018Neural Processing Letters17 citations
Semantic Scholar
Sensor-based Continuous Authentication of Smartphones' Users Using Behavioral Biometrics: A Survey
Mohammed Abuhamad, Ahmed A. Abusnaina, Daehun Nyang, David A. Mohaisen
2020arXiv.org15 citations
Semantic Scholar
Understanding the Proxy Ecosystem: A Comparative Analysis of Residential and Open Proxies on the Internet
Jinchun Choi, Mohammed Abuhamad, Ahmed A. Abusnaina, Afsah Anwar +4 more
2020IEEE Access13 citations Open access
Semantic Scholar
Automated Privacy Policy Annotation with Information Highlighting Made Practical Using Deep Representations
Abdulrahman Alabduljabbar, Ahmed A. Abusnaina, Ulku Meteriz-Yildiran, David A. Mohaisen
2021Conference on Computer and Communications Security12 citations
Semantic Scholar
Hiding in Plain Sight: A Measurement and Analysis of Kids’ Exposure to Malicious URLs on YouTube
Sultan Alshamrani, Ahmed A. Abusnaina, David A. Mohaisen
2020IFIP International Information Security Conference11 citations Open access
Semantic Scholar
Enhanced MWO Training Algorithm to Improve Classification Accuracy of Artificial Neural Networks
Ahmed A. Abusnaina, R. Abdullah, Ali Kattan
2014International Conference on Soft Computing and Data Mining11 citations
Semantic Scholar
Burning the Adversarial Bridges: Robust Windows Malware Detection Against Binary-level Mutations
Ahmed A. Abusnaina, Yizhen Wang, Sunpreet S. Arora, Ke Wang +2 more
2023arXiv.org9 citations Open access
Semantic Scholar
Modified Tournament Harmony Search for Unconstrained Optimisation Problems
M. Y. Shambour, A. T. Khader, Ahmed A. Abusnaina, Q. Shambour
2014International Conference on Soft Computing and Data Mining9 citations
Semantic Scholar
MUSSELS WANDERING OPTIMIZATION ALGORITHM BASED TRAINING OF ARTIFICIAL NEURAL NETWORKS FOR PATTERN CL
R. Abdullah, Ahmed A. Abusnaina
20139 citations
Semantic Scholar
An Analysis of Users Engagement on Twitter During the COVID-19 Pandemic: Topical Trends and Sentiments
Sultan Alshamrani, Ahmed A. Abusnaina, Mohammed Abuhamad, Anho Lee +2 more
2020International Conference on Computational Social Networks8 citations
Semantic Scholar
Self-Adaptive Mussels Wandering Optimization Algorithm with Application for Artificial Neural Network Training
Ahmed A. Abusnaina, R. Abdullah, Ali Kattan
2018Journal of Intelligent Systems8 citations Open access
Semantic Scholar
Exposing the Limitations of Machine Learning for Malware Detection Under Concept Drift
Ahmed A. Abusnaina, Afsah Anwar, Muhammad Saad, Abdulrahman Alabduljabbar +3 more
2024WISE7 citations
Semantic Scholar
Breaking graph-based IoT malware detection systems using adversarial examples: poster
Ahmed A. Abusnaina, Aminollah Khormali, Hisham Alasmary, Jeman Park +3 more
2019Wireless Network Security7 citations Open access
Semantic Scholar
Systemically Evaluating the Robustness of ML-based IoT Malware Detectors
Ahmed A. Abusnaina, Afsah Anwar, Sultan Alshamrani, Abdulrahman Alabduljabbar +3 more
20212021 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks - Supplemental Volume (DSN-S)6 citations
Semantic Scholar
A Deep Learning-based Fine-grained Hierarchical Learning Approach for Robust Malware Classification
Ahmed A. Abusnaina, Mohammed Abuhamad, Hisham Alasmary, Afsah Anwar +4 more
2020arXiv.org6 citations
Semantic Scholar
Examining Adversarial Learning against Graph-based IoT Malware Detection Systems
Ahmed A. Abusnaina, Aminollah Khormali, Hisham Alasmary, Jeman Park +3 more
2019arXiv.org6 citations
Semantic Scholar
Honor among Thieves: Towards Understanding the Dynamics and Interdependencies in IoT Botnets
Jinchun Choi, Ahmed A. Abusnaina, Afsah Anwar, An Wang +3 more
2019International Conference on Data Science in Cyberspace6 citations
Semantic Scholar
Cooperative Multi-Agent System for solving Packet World Problem in Grid
Ahmed A. Abusnaina, Hu-Ah-Yong Chan
20092009 IEEE 9th Malaysia International Conference on Communications (MICC)4 citations
Semantic Scholar
Examining the Security of DDoS Detection Systems in Software Defined Networks
Ahmed A. Abusnaina, Daehun Nyang, Murat Yuksel, Aziz Mohaisen
2019CoNEXT Companion3 citations Open access
Semantic Scholar
One step forward, two steps back: ML-based malware detection under concept drift
Ahmed A. Abusnaina, Afsah Anwar, Muhammad Saad, Abdulrahman Alabduljabbar +3 more
2025Computing2 citations
Semantic Scholar
Predicting Faultiness of Program Modules Using Mamdani Model by Fuzzy Profile Development of Software Metrics
M. Ali, Ahmed A. Abusnaina
2022International journal of computer and communication technology2 citations Open access
Semantic Scholar
ML-based IoT Malware Detection Under Adversarial Settings: A Systematic Evaluation
Ahmed A. Abusnaina, Afsah Anwar, Sultan Alshamrani, Abdulrahman Alabduljabbar +3 more
2021arXiv.org2 citations
Semantic Scholar
From Blue-Sky to Practical Adversarial Learning
Aminollah Khormali, Ahmed A. Abusnaina, Song-Qing Chen, Daehun Nyang +1 more
2020International Conference on Trust, Privacy and Security in Intelligent Systems and Applications2 citations
Semantic Scholar
Measuring and Modeling the Free Content Web
Abdulrahman Alabduljabbar, Runyu Ma, Ahmed A. Abusnaina, Rhongho Jang +3 more
2023arXiv.org0 citations Open access
Semantic Scholar
Cleaning the NVD: Comprehensive Quality Assessment, Improvements, and Analyses
Afsah Anwar, Ahmed A. Abusnaina, Song-Qing Chen, Frank Li +1 more
20202021 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks - Supplemental Volume (DSN-S)0 citations Open access
Semantic Scholar
Insights into Attacks' Progression: Prediction of Spatio-Temporal Behavior of DDoS Attacks
Ahmed A. Abusnaina, Mohammed Abuhamad, Daehun Nyang, Song-Qing Chen +2 more
2020Web Information System and Application Conference0 citations
Semantic Scholar

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