Mahmoud Abdelsalam

According to our database, Mahmoud Abdelsalam authored at least 28 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

Automated machine learning for deep learning based malware detection.

Austin Brown, Maanak Gupta, Mahmoud Abdelsalam

Comput. Secur., February, 2024

Explainable Malware Analysis: Concepts, Approaches and Challenges.

Harikha Manthena, Shaghayegh Shajarian, Jeffrey C. Kimmell, Mahmoud Abdelsalam, Sajad Khorsandroo, Maanak Gupta

CoRR, 2024

SoK: Leveraging Transformers for Malware Analysis.

Pradip Kunwar, Kshitiz Aryal, Maanak Gupta, Mahmoud Abdelsalam, Elisa Bertino

CoRR, 2024

Intra-Section Code Cave Injection for Adversarial Evasion Attacks on Windows PE Malware File.

Kshitiz Aryal, Maanak Gupta, Mahmoud Abdelsalam, Moustafa Saleh

CoRR, 2024

Explainability Guided Adversarial Evasion Attacks on Malware Detectors.

Kshitiz Aryal, Maanak Gupta, Mahmoud Abdelsalam, Moustafa Saleh

Proceedings of the 33rd International Conference on Computer Communications and Networks, 2024

2023

Analyzing and Explaining Black-Box Models for Online Malware Detection.

Harikha Manthena, Jeffrey C. Kimmell, Mahmoud Abdelsalam, Maanak Gupta

IEEE Access, 2023

Explainable AI-Based Intrusion Detection Systems for Cloud and IoT.

Maria Camila Gaitan-Cardenas, Mahmoud Abdelsalam, Kaushik Roy

Proceedings of the 32nd International Conference on Computer Communications and Networks, 2023

Exploiting Windows PE Structure for Adversarial Malware Evasion Attacks.

Kshitiz Aryal, Maanak Gupta, Mahmoud Abdelsalam

Proceedings of the Thirteenth ACM Conference on Data and Application Security and Privacy, 2023

2022

Machine Learning in Access Control: A Taxonomy and Survey.

Mohammad Nur Nobi, Maanak Gupta, Lopamudra Praharaj, Mahmoud Abdelsalam, Ram Krishnan, Ravi S. Sandhu

CoRR, 2022

Online Malware Classification with System-Wide System Calls in Cloud IaaS.

Phillip Brown, Austin Brown, Maanak Gupta, Mahmoud Abdelsalam

Proceedings of the 23rd IEEE International Conference on Information Reuse and Integration for Data Science, 2022

Analysis of Label-Flip Poisoning Attack on Machine Learning Based Malware Detector.

Kshitiz Aryal, Maanak Gupta, Mahmoud Abdelsalam

Proceedings of the IEEE International Conference on Big Data, 2022

2021

A Survey on Adversarial Attacks for Malware Analysis.

Kshitiz Aryal, Maanak Gupta, Mahmoud Abdelsalam

CoRR, 2021

Recurrent Neural Networks Based Online Behavioural Malware Detection Techniques for Cloud Infrastructure.

Jeffrey C. Kimmell, Andrew McDole, Mahmoud Abdelsalam, Maanak Gupta, Ravi S. Sandhu

IEEE Access, 2021

Analyzing Machine Learning Approaches for Online Malware Detection in Cloud.

Jeffrey C. Kimmell, Mahmoud Abdelsalam, Maanak Gupta

Proceedings of the IEEE International Conference on Smart Computing, 2021

Ontology driven AI and Access Control Systems for Smart Fisheries.

Sai Sree Laya Chukkapalli, Shaik Barakhat Aziz, Nouran Alotaibi, Sudip Mittal, Maanak Gupta, Mahmoud Abdelsalam

Proceedings of the SAT-CPS@CODASPY 2021, 2021

Artificial Intelligence Assisted Malware Analysis.

Mahmoud Abdelsalam, Maanak Gupta, Sudip Mittal

Proceedings of the SAT-CPS@CODASPY 2021, 2021

Autoencoder-based Anomaly Detection in Smart Farming Ecosystem.

Mary Adkisson, Jeffrey C. Kimmell, Maanak Gupta, Mahmoud Abdelsalam

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

AI assisted Malware Analysis: A Course for Next Generation Cybersecurity Workforce.

Maanak Gupta, Sudip Mittal, Mahmoud Abdelsalam

CoRR, 2020

Enabling and Enforcing Social Distancing Measures using Smart City and ITS Infrastructures: A COVID-19 Use Case.

Maanak Gupta, Mahmoud Abdelsalam, Sudip Mittal

CoRR, 2020

Security and Privacy in Smart Farming: Challenges and Opportunities.

Maanak Gupta, Mahmoud Abdelsalam, Sajad Khorsandroo, Sudip Mittal

IEEE Access, 2020

Ontologies and Artificial Intelligence Systems for the Cooperative Smart Farming Ecosystem.

Sai Sree Laya Chukkapalli, Sudip Mittal, Maanak Gupta, Mahmoud Abdelsalam, Anupam Joshi, Ravi S. Sandhu, Karuna P. Joshi

IEEE Access, 2020

Knowledge Enrichment by Fusing Representations for Malware Threat Intelligence and Behavior.

Aritran Piplai, Sudip Mittal, Mahmoud Abdelsalam, Maanak Gupta, Anupam Joshi, Tim Finin

Proceedings of the IEEE International Conference on Intelligence and Security Informatics, 2020

Cyber Attacks on Smart Farming Infrastructure.

Sina Sontowski, Maanak Gupta, Sai Sree Laya Chukkapalli, Mahmoud Abdelsalam, Sudip Mittal, Anupam Joshi, Ravi S. Sandhu

Proceedings of the 6th IEEE International Conference on Collaboration and Internet Computing, 2020

Analyzing CNN Based Behavioural Malware Detection Techniques on Cloud IaaS.

Andrew McDole, Mahmoud Abdelsalam, Maanak Gupta, Sudip Mittal

Proceedings of the Cloud Computing - CLOUD 2020, 2020

YieldPredict: A Crop Yield Prediction Framework for Smart Farms.

Nitu Kedarmal Choudhary, Sai Sree Laya Chukkapalli, Sudip Mittal, Maanak Gupta, Mahmoud Abdelsalam, Anupam Joshi

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Online Malware Detection in Cloud Auto-scaling Systems Using Shallow Convolutional Neural Networks.

Mahmoud Abdelsalam, Ram Krishnan, Ravi S. Sandhu

Proceedings of the Data and Applications Security and Privacy XXXIII, 2019

2018

Malware Detection in Cloud Infrastructures Using Convolutional Neural Networks.

Mahmoud Abdelsalam, Ram Krishnan, Yufei Huang, Ravi S. Sandhu

Proceedings of the 11th IEEE International Conference on Cloud Computing, 2018

2017

Clustering-Based IaaS Cloud Monitoring.

Mahmoud Abdelsalam, Ram Krishnan, Ravi S. Sandhu

Proceedings of the 2017 IEEE 10th International Conference on Cloud Computing (CLOUD), 2017