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Mahmoud Abdelsalam
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2020 – today
- 2024
- [j5]Austin Brown, Maanak Gupta, Mahmoud Abdelsalam
:
Automated machine learning for deep learning based malware detection. Comput. Secur. 137: 103582 (2024) - [c17]Shaghayegh Shajarian
Poster: Intelligent Network Management: RAG-Enhanced LLMs for Log Analysis, Troubleshooting, and Documentation. CoNEXT 2024: 27-28 - [c16]Kshitiz Aryal, Maanak Gupta, Mahmoud Abdelsalam, Moustafa Saleh:
Explainability Guided Adversarial Evasion Attacks on Malware Detectors. ICCCN 2024: 1-9 - [e4]Maanak Gupta, Mahmoud Abdelsalam, Mir Mehedi A. Pritom, Feras M. Awaysheh:
Proceedings of the 2024 ACM Workshop on Secure and Trustworthy Cyber-Physical Systems, SaT-CPS 2024, Porto, Portugal, 21 June 2024. ACM 2024 [contents] - [i15]Kshitiz Aryal, Maanak Gupta, Mahmoud Abdelsalam, Moustafa Saleh:
Intra-Section Code Cave Injection for Adversarial Evasion Attacks on Windows PE Malware File. CoRR abs/2403.06428 (2024) - [i14]Kshitiz Aryal, Maanak Gupta, Mahmoud Abdelsalam, Moustafa Saleh:
Explainability Guided Adversarial Evasion Attacks on Malware Detectors. CoRR abs/2405.01728 (2024) - [i13]Pradip Kunwar, Kshitiz Aryal, Maanak Gupta, Mahmoud Abdelsalam, Elisa Bertino:
SoK: Leveraging Transformers for Malware Analysis. CoRR abs/2405.17190 (2024) - [i12]Harikha Manthena, Shaghayegh Shajarian, Jeffrey C. Kimmell, Mahmoud Abdelsalam, Sajad Khorsandroo, Maanak Gupta:
Explainable Malware Analysis: Concepts, Approaches and Challenges. CoRR abs/2409.13723 (2024) - [i11]Rami Darwish, Mahmoud Abdelsalam, Sajad Khorsandroo:
Deep Learning Based XIoT Malware Analysis: A Comprehensive Survey, Taxonomy, and Research Challenges. CoRR abs/2410.13894 (2024) - 2023
- [j4]Harikha Manthena
Analyzing and Explaining Black-Box Models for Online Malware Detection. IEEE Access 11: 25237-25252 (2023) - [c15]Kshitiz Aryal, Maanak Gupta, Mahmoud Abdelsalam:
Exploiting Windows PE Structure for Adversarial Malware Evasion Attacks. CODASPY 2023: 279-281 - [c14]Maria Camila Gaitan-Cardenas, Mahmoud Abdelsalam, Kaushik Roy:
Explainable AI-Based Intrusion Detection Systems for Cloud and IoT. ICCCN 2023: 1-7 - [e3]Maanak Gupta, Mahmoud Abdelsalam, Mohammad Nur Nobi:
Sat-CPS@CODASPY 2023: Proceedings of the 2023 ACM Workshop on Secure and Trustworthy Cyber-Physical Systems, Charlotte, NC, USA, 26 April 2023. ACM 2023 [contents] - [i10]Kshitiz Aryal, Maanak Gupta, Mahmoud Abdelsalam:
Analysis of Label-Flip Poisoning Attack on Machine Learning Based Malware Detector. CoRR abs/2301.01044 (2023) - [i9]Austin Brown, Maanak Gupta, Mahmoud Abdelsalam:
Automated Machine Learning for Deep Learning based Malware Detection. CoRR abs/2303.01679 (2023) - 2022
- [c13]Kshitiz Aryal, Maanak Gupta, Mahmoud Abdelsalam:
Analysis of Label-Flip Poisoning Attack on Machine Learning Based Malware Detector. IEEE Big Data 2022: 4236-4245 - [c12]Phillip Brown, Austin Brown, Maanak Gupta, Mahmoud Abdelsalam:
Online Malware Classification with System-Wide System Calls in Cloud IaaS. IRI 2022: 146-151 - [e2]Maanak Gupta, Sajad Khorsandroo, Mahmoud Abdelsalam:
Sat-CPS@CODASPY 2022: Proceedings of the 2022 ACM Workshop on Secure and Trustworthy Cyber-Physical Systems, Baltimore, MD, USA, 27 April 2022. ACM 2022, ISBN 978-1-4503-9229-7 [contents] - [i8]Mohammad Nur Nobi, Maanak Gupta, Lopamudra Praharaj, Mahmoud Abdelsalam, Ram Krishnan, Ravi S. Sandhu:
Machine Learning in Access Control: A Taxonomy and Survey. CoRR abs/2207.01739 (2022) - [i7]Phillip Brown, Austin Brown, Maanak Gupta, Mahmoud Abdelsalam:
Online Malware Classification with System-Wide System Calls in Cloud IaaS. CoRR abs/2208.04891 (2022) - 2021
- [j3]Jeffrey C. Kimmell
Recurrent Neural Networks Based Online Behavioural Malware Detection Techniques for Cloud Infrastructure. IEEE Access 9: 68066-68080 (2021) - [c11]Mary Adkisson, Jeffrey C. Kimmell, Maanak Gupta, Mahmoud Abdelsalam:
Autoencoder-based Anomaly Detection in Smart Farming Ecosystem. IEEE BigData 2021: 3390-3399 - [c10]Sai Sree Laya Chukkapalli, Shaik Barakhat Aziz, Nouran Alotaibi, Sudip Mittal, Maanak Gupta, Mahmoud Abdelsalam:
Ontology driven AI and Access Control Systems for Smart Fisheries. SAT-CPS@CODASPY 2021: 59-68 - [c9]Mahmoud Abdelsalam, Maanak Gupta, Sudip Mittal:
Artificial Intelligence Assisted Malware Analysis. SAT-CPS@CODASPY 2021: 75-77 - [c8]Jeffrey C. Kimmell, Mahmoud Abdelsalam, Maanak Gupta:
Analyzing Machine Learning Approaches for Online Malware Detection in Cloud. SMARTCOMP 2021: 189-196 - [e1]Maanak Gupta, Mahmoud Abdelsalam, Sudip Mittal:
SAT-CPS@CODASPY 2021, Proceedings of the 2021 ACM Workshop on Secure and Trustworthy Cyber-Physical Systems, Virtual Event, USA, April 28, 2021. ACM 2021, ISBN 978-1-4503-8319-6 [contents] - [i6]Jeffrey C. Kimmell, Mahmoud Abdelsalam, Maanak Gupta:
Analyzing Machine Learning Approaches for Online Malware Detection in Cloud. CoRR abs/2105.09268 (2021) - [i5]Mary Adkisson, Jeffrey C. Kimmell, Maanak Gupta, Mahmoud Abdelsalam:
Autoencoder-based Anomaly Detection in Smart Farming Ecosystem. CoRR abs/2111.00099 (2021) - [i4]Kshitiz Aryal, Maanak Gupta, Mahmoud Abdelsalam:
A Survey on Adversarial Attacks for Malware Analysis. CoRR abs/2111.08223 (2021) - 2020
- [j2]Maanak Gupta
Security and Privacy in Smart Farming: Challenges and Opportunities. IEEE Access 8: 34564-34584 (2020) - [j1]Sai Sree Laya Chukkapalli
Ontologies and Artificial Intelligence Systems for the Cooperative Smart Farming Ecosystem. IEEE Access 8: 164045-164064 (2020) - [c7]Nitu Kedarmal Choudhary, Sai Sree Laya Chukkapalli, Sudip Mittal, Maanak Gupta, Mahmoud Abdelsalam, Anupam Joshi:
YieldPredict: A Crop Yield Prediction Framework for Smart Farms. IEEE BigData 2020: 2340-2349 - [c6]Andrew McDole, Mahmoud Abdelsalam, Maanak Gupta, Sudip Mittal:
Analyzing CNN Based Behavioural Malware Detection Techniques on Cloud IaaS. CLOUD 2020: 64-79 - [c5]Sina Sontowski, Maanak Gupta, Sai Sree Laya Chukkapalli, Mahmoud Abdelsalam, Sudip Mittal, Anupam Joshi, Ravi S. Sandhu:
Cyber Attacks on Smart Farming Infrastructure. CIC 2020: 135-143 - [c4]Aritran Piplai, Sudip Mittal, Mahmoud Abdelsalam, Maanak Gupta, Anupam Joshi, Tim Finin
Knowledge Enrichment by Fusing Representations for Malware Threat Intelligence and Behavior. ISI 2020: 1-6 - [i3]Andrew McDole, Mahmoud Abdelsalam, Maanak Gupta, Sudip Mittal:
Analyzing CNN Based Behavioural Malware Detection Techniques on Cloud IaaS. CoRR abs/2002.06383 (2020) - [i2]Maanak Gupta, Mahmoud Abdelsalam, Sudip Mittal:
Enabling and Enforcing Social Distancing Measures using Smart City and ITS Infrastructures: A COVID-19 Use Case. CoRR abs/2004.09246 (2020) - [i1]Maanak Gupta, Sudip Mittal, Mahmoud Abdelsalam:
AI assisted Malware Analysis: A Course for Next Generation Cybersecurity Workforce. CoRR abs/2009.11101 (2020)
2010 – 2019
- 2019
- [c3]Mahmoud Abdelsalam, Ram Krishnan
Online Malware Detection in Cloud Auto-scaling Systems Using Shallow Convolutional Neural Networks. DBSec 2019: 381-397 - 2018
- [c2]Mahmoud Abdelsalam, Ram Krishnan
Malware Detection in Cloud Infrastructures Using Convolutional Neural Networks. IEEE CLOUD 2018: 162-169 - 2017
- [c1]Mahmoud Abdelsalam, Ram Krishnan
Clustering-Based IaaS Cloud Monitoring. CLOUD 2017: 672-679
Coauthor Index
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