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% DBLP Publications - Combined BibTeX
% Generated: 2026-09-01 00:06:16
% Total Authors: 10
% Year Range: 2020-2026
%
% Authors included:
% - Issa Khalil: 69 publications
% - Husrev T. Sencar: 42 publications
% - Mashael Al Sabah: 11 publications
% - Yazan Boshmaf: 12 publications
% - Aref Al-Tamimi: 6 publications
% - Ahmed Lekssays: 20 publications
% - Mohannad Alhanahnah: 25 publications
% - Fatih Deniz: 9 publications
% - Minhaj Ahmad: 2 publications
% - Dorde Popovic: 5 publications
%
% Total entries (before de-duplication): 201
% Unique publications (after de-duplication): 158
% Duplicates removed: 43
%
% NOTE: Duplicates occur when multiple authors from this group
% co-author papers together.
%
% ========================================
@article{DBLP:journals/istr/KhanABK26,
author = {Naseem Khan and
Aref Al{-}Tamimi and
Amine Bermak and
Issa Khalil},
title = {Adaptive malware detection using sequential feature selection: {A}
dueling double deep Q-Network framework for intelligent classification},
journal = {J. Inf. Secur. Appl.},
volume = {99},
pages = {104407},
year = {2026},
url = {https://doi.org/10.1016/j.jisa.2026.104407},
doi = {10.1016/J.JISA.2026.104407},
timestamp = {Thu, 25 Jun 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/istr/KhanABK26.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ndss/AlbarqawiNKKP26,
author = {Ahmad Albarqawi and
Mahmoud Nazzal and
Issa Khalil and
Abdallah Khreishah and
NhatHai Phan},
title = {ViGText: Deepfake Image Detection with Vision-Language Model Explanations
and Graph Neural Networks},
booktitle = {33rd Annual Network and Distributed System Security Symposium, {NDSS}
2026, San Diego, California, USA, February 23-27, 2026},
publisher = {The Internet Society},
year = {2026},
url = {https://www.ndss-symposium.org/ndss-paper/vigtext-deepfake-image-detection-with-vision-language-model-explanations-and-graph-neural-networks/},
timestamp = {Tue, 05 May 2026 11:07:23 +0200},
biburl = {https://dblp.org/rec/conf/ndss/AlbarqawiNKKP26.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2601-09327,
author = {Mouna Rabh and
Yazan Boshmaf and
Mashael Al Sabah and
Shammur Chowdhury and
Mohamed Hefeeda and
Issa Khalil},
title = {CallShield: Secure Caller Authentication over Real-Time Audio Channels},
journal = {CoRR},
volume = {abs/2601.09327},
year = {2026},
url = {https://doi.org/10.48550/arXiv.2601.09327},
doi = {10.48550/ARXIV.2601.09327},
eprinttype = {arXiv},
eprint = {2601.09327},
timestamp = {Mon, 16 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2601-09327.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2601-16354,
author = {Khoa Nguyen and
Khiem Ton and
NhatHai Phan and
Issa Khalil and
Khang Tran and
Cristian Borcea and
Ruoming Jin and
Abdallah Khreishah and
My T. Thai},
title = {{NOIR:} Privacy-Preserving Generation of Code with Open-Source LLMs},
journal = {CoRR},
volume = {abs/2601.16354},
year = {2026},
url = {https://doi.org/10.48550/arXiv.2601.16354},
doi = {10.48550/ARXIV.2601.16354},
eprinttype = {arXiv},
eprint = {2601.16354},
timestamp = {Sun, 22 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2601-16354.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2605-27591,
author = {Binh{-}Nguyen Nguyen and
Khang Tran and
NhatHai Phan and
Issa Khalil},
title = {Gradient Transformer: Learning to Generate Updates for LLMs},
journal = {CoRR},
volume = {abs/2605.27591},
year = {2026},
url = {https://doi.org/10.48550/arXiv.2605.27591},
doi = {10.48550/ARXIV.2605.27591},
eprinttype = {arXiv},
eprint = {2605.27591},
timestamp = {Sun, 14 Jun 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2605-27591.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2605-27631,
author = {Khang Tran and
Yazan Boshmaf and
Issa Khalil and
NhatHai Phan and
Ting Yu and
Md. Rizwan Parvez},
title = {Poison with Style: {A} Practical Poisoning Attack on Code Large Language
Models},
journal = {CoRR},
volume = {abs/2605.27631},
year = {2026},
url = {https://doi.org/10.48550/arXiv.2605.27631},
doi = {10.48550/ARXIV.2605.27631},
eprinttype = {arXiv},
eprint = {2605.27631},
timestamp = {Sun, 14 Jun 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2605-27631.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/information/KhanAAABK25,
author = {Naseem Khan and
Kashif Ahmad and
Aref Al{-}Tamimi and
Mohammed M. Alani and
Amine Bermak and
Issa Khalil},
title = {Explainable AI-Based Intrusion Detection Systems for Industry 5.0
and Adversarial {XAI:} {A} Systematic Review},
journal = {Inf.},
volume = {16},
number = {12},
pages = {1036},
year = {2025},
url = {https://doi.org/10.3390/info16121036},
doi = {10.3390/INFO16121036},
timestamp = {Sun, 01 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/information/KhanAAABK25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ojcs/AnanNKKPS25,
author = {Muhammad Anan and
Mahmoud Nazzal and
Abdallah Khreishah and
Issa Khalil and
NhatHai Phan and
Ahmad Sawalmeh},
title = {{STING:} {A} Stealthy Backdoor Attack on GNN-Based Malicious Domain
Detection via {DNS} Perturbations},
journal = {{IEEE} Open J. Commun. Soc.},
volume = {6},
pages = {7823--7841},
year = {2025},
url = {https://doi.org/10.1109/OJCOMS.2025.3610784},
doi = {10.1109/OJCOMS.2025.3610784},
timestamp = {Wed, 15 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ojcs/AnanNKKPS25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/NguyenTPBJK25,
author = {Khoa Nguyen and
Khang Tran and
NhatHai Phan and
Cristian Borcea and
Ruoming Jin and
Issa Khalil},
title = {SGFusion: Stochastic Geographic Gradient Fusion in Federated Learning},
booktitle = {{IEEE} International Conference on Big Data, BigData 2025, Macau,
China, December 8-11, 2025},
pages = {1486--1493},
publisher = {{IEEE}},
year = {2025},
url = {https://doi.org/10.1109/BigData66926.2025.11401842},
doi = {10.1109/BIGDATA66926.2025.11401842},
timestamp = {Tue, 17 Mar 2026 14:14:23 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/NguyenTPBJK25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esorics/YoosufALAK25,
author = {Shehel Yoosuf and
Temoor Ali and
Ahmed Lekssays and
Mashael AlSabah and
Issa Khalil},
editor = {Vincent Nicomette and
Abdelmalek Benzekri and
Nora Boulahia{-}Cuppens and
Jaideep Vaidya},
title = {StructTransform: {A} Scalable Attack Surface for Safety-Aligned Large
Language Models},
booktitle = {Computer Security - {ESORICS} 2025 - 30th European Symposium on Research
in Computer Security, Toulouse, France, September 22-24, 2025, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {16053},
pages = {488--507},
publisher = {Springer},
year = {2025},
url = {https://doi.org/10.1007/978-3-032-07884-1\_25},
doi = {10.1007/978-3-032-07884-1\_25},
timestamp = {Thu, 25 Dec 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esorics/YoosufALAK25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdcs/LaiLPKKW25,
author = {Phung Lai and
Guanxiong Liu and
NhatHai Phan and
Issa Khalil and
Abdallah Khreishah and
Xintao Wu},
title = {A Client-level Assessment of Collaborative Backdoor Poisoning in Non-IID
Federated Learning},
booktitle = {45th {IEEE} International Conference on Distributed Computing Systems,
{ICDCS} 2025, Glasgow, United Kingdom, July 21-23, 2025},
pages = {1--11},
publisher = {{IEEE}},
year = {2025},
url = {https://doi.org/10.1109/ICDCS63083.2025.00010},
doi = {10.1109/ICDCS63083.2025.00010},
timestamp = {Tue, 21 Apr 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdcs/LaiLPKKW25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mmasia/NguyenKK25,
author = {Tuan Nguyen and
Naseem Khan and
Issa Khalil},
editor = {Tat{-}Seng Chua and
Lai{-}Kuan Wong and
Chee Seng Chan and
Jinhui Tang and
Chong{-}Wah Ngo and
Klaus Schoeffmann and
Jiaying Liu and
Yo{-}Sung Ho},
title = {Dynamic Routing between Multimodal Capsules for Deepfake Image Editing
Detection},
booktitle = {Proceedings of the 7th {ACM} International Conference on Multimedia
in Asia, MMAsia 2025, Kuala Lumpur, Malaysia, December 9-12, 2025},
pages = {75:1--75:7},
publisher = {{ACM}},
year = {2025},
url = {https://doi.org/10.1145/3743093.3771021},
doi = {10.1145/3743093.3771021},
timestamp = {Thu, 05 Mar 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mmasia/NguyenKK25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mmasia/KhanTK25,
author = {Naseem Khan and
Nguyen Vu Tuan and
Issa Khalil},
editor = {Tat{-}Seng Chua and
Lai{-}Kuan Wong and
Chee Seng Chan and
Jinhui Tang and
Chong{-}Wah Ngo and
Klaus Schoeffmann and
Jiaying Liu and
Yo{-}Sung Ho},
title = {Adaptive Inter-Modality Attention for Enhanced Cross-Domain Deepfake
Detection Transferability},
booktitle = {Proceedings of the 7th {ACM} International Conference on Multimedia
in Asia, MMAsia 2025, Kuala Lumpur, Malaysia, December 9-12, 2025},
pages = {102:1--102:7},
publisher = {{ACM}},
year = {2025},
url = {https://doi.org/10.1145/3743093.3771048},
doi = {10.1145/3743093.3771048},
timestamp = {Thu, 05 Mar 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mmasia/KhanTK25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/satml/TranFKTPP25,
author = {Khang Tran and
Ferdinando Fioretto and
Issa Khalil and
My T. Thai and
Linh Thi Xuan Phan and
NhatHai Phan},
title = {FairDP: Achieving Fairness Certification with Differential Privacy},
booktitle = {{IEEE} Conference on Secure and Trustworthy Machine Learning, SaTML
2025, Copenhagen, Denmark, April 9-11, 2025},
pages = {956--976},
publisher = {{IEEE}},
year = {2025},
url = {https://doi.org/10.1109/SaTML64287.2025.00058},
doi = {10.1109/SATML64287.2025.00058},
timestamp = {Mon, 02 Jun 2025 10:48:57 +0200},
biburl = {https://dblp.org/rec/conf/satml/TranFKTPP25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sp/DenizN0K25,
author = {Fatih Deniz and
Mohamed Nabeel and
Ting Yu and
Issa Khalil},
editor = {Marina Blanton and
William Enck and
Cristina Nita{-}Rotaru},
title = {{MANTIS:} Detection of Zero-Day Malicious Domains Leveraging Low Reputed
Hosting Infrastructure},
booktitle = {{IEEE} Symposium on Security and Privacy, {SP} 2025, San Francisco,
CA, USA, May 12-15, 2025},
pages = {1789--1807},
publisher = {{IEEE}},
year = {2025},
url = {https://doi.org/10.1109/SP61157.2025.00067},
doi = {10.1109/SP61157.2025.00067},
timestamp = {Fri, 04 Jul 2025 15:34:07 +0200},
biburl = {https://dblp.org/rec/conf/sp/DenizN0K25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uss/LekssaysMT0K25,
author = {Ahmed Lekssays and
Hamza Mouhcine and
Khang Tran and
Ting Yu and
Issa Khalil},
editor = {Lujo Bauer and
Giancarlo Pellegrino},
title = {LLMxCPG: Context-Aware Vulnerability Detection Through Code Property
Graph-Guided Large Language Models},
booktitle = {34th {USENIX} Security Symposium, {USENIX} Security 2025, Seattle,
WA, USA, August 13-15, 2025},
pages = {489--507},
publisher = {{USENIX} Association},
year = {2025},
url = {https://www.usenix.org/conference/usenixsecurity25/presentation/lekssays},
timestamp = {Fri, 31 Oct 2025 16:06:43 +0100},
biburl = {https://dblp.org/rec/conf/uss/LekssaysMT0K25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uss/PopovicS0CK25,
author = {Dorde Popovic and
Amin Sadeghi and
Ting Yu and
Sanjay Chawla and
Issa Khalil},
editor = {Lujo Bauer and
Giancarlo Pellegrino},
title = {DeBackdoor: {A} Deductive Framework for Detecting Backdoor Attacks
on Deep Models with Limited Data},
booktitle = {34th {USENIX} Security Symposium, {USENIX} Security 2025, Seattle,
WA, USA, August 13-15, 2025},
pages = {6419--6438},
publisher = {{USENIX} Association},
year = {2025},
url = {https://www.usenix.org/conference/usenixsecurity25/presentation/popovic},
timestamp = {Fri, 31 Oct 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uss/PopovicS0CK25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-09788,
author = {Fatih Deniz and
Mohamed Nabeel and
Ting Yu and
Issa Khalil},
title = {{MANTIS:} Detection of Zero-Day Malicious Domains Leveraging Low Reputed
Hosting Infrastructure},
journal = {CoRR},
volume = {abs/2502.09788},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.09788},
doi = {10.48550/ARXIV.2502.09788},
eprinttype = {arXiv},
eprint = {2502.09788},
timestamp = {Mon, 17 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-09788.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-11853,
author = {Shehel Yoosuf and
Temoor Ali and
Ahmed Lekssays and
Mashael AlSabah and
Issa Khalil},
title = {StructTransform: {A} Scalable Attack Surface for Safety-Aligned Large
Language Models},
journal = {CoRR},
volume = {abs/2502.11853},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.11853},
doi = {10.48550/ARXIV.2502.11853},
eprinttype = {arXiv},
eprint = {2502.11853},
timestamp = {Wed, 19 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-11853.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2503-21305,
author = {Dorde Popovic and
Amin Sadeghi and
Ting Yu and
Sanjay Chawla and
Issa Khalil},
title = {DeBackdoor: {A} Deductive Framework for Detecting Backdoor Attacks
on Deep Models with Limited Data},
journal = {CoRR},
volume = {abs/2503.21305},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2503.21305},
doi = {10.48550/ARXIV.2503.21305},
eprinttype = {arXiv},
eprint = {2503.21305},
timestamp = {Sat, 19 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2503-21305.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2504-12875,
author = {Phung Lai and
Guanxiong Liu and
NhatHai Phan and
Issa Khalil and
Abdallah Khreishah and
Xintao Wu},
title = {A Client-level Assessment of Collaborative Backdoor Poisoning in Non-IID
Federated Learning},
journal = {CoRR},
volume = {abs/2504.12875},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2504.12875},
doi = {10.48550/ARXIV.2504.12875},
eprinttype = {arXiv},
eprint = {2504.12875},
timestamp = {Tue, 21 Apr 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2504-12875.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2504-14985,
author = {Fatih Deniz and
Dorde Popovic and
Yazan Boshmaf and
Euisuh Jeong and
Minhaj Ahmad and
Sanjay Chawla and
Issa Khalil},
title = {aiXamine: Simplified {LLM} Safety and Security},
journal = {CoRR},
volume = {abs/2504.14985},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2504.14985},
doi = {10.48550/ARXIV.2504.14985},
eprinttype = {arXiv},
eprint = {2504.14985},
timestamp = {Fri, 23 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2504-14985.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2504-19212,
author = {Tuan Nguyen and
Naseem Khan and
Issa Khalil},
title = {CapsFake: {A} Multimodal Capsule Network for Detecting Instruction-Guided
Deepfakes},
journal = {CoRR},
volume = {abs/2504.19212},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2504.19212},
doi = {10.48550/ARXIV.2504.19212},
eprinttype = {arXiv},
eprint = {2504.19212},
timestamp = {Sun, 25 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2504-19212.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-18035,
author = {Naseem Khan and
Tuan Nguyen and
Amine Bermak and
Issa Khalil},
title = {{CAMME:} Adaptive Deepfake Image Detection with Multi-Modal Cross-Attention},
journal = {CoRR},
volume = {abs/2505.18035},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.18035},
doi = {10.48550/ARXIV.2505.18035},
eprinttype = {arXiv},
eprint = {2505.18035},
timestamp = {Sun, 01 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-18035.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2507-04372,
author = {Naseem Khan and
Aref Al{-}Tamimi and
Amine Bermak and
Issa M. Khalil},
title = {Adaptive Malware Detection using Sequential Feature Selection: {A}
Dueling Double Deep Q-Network {(D3QN)} Framework for Intelligent Classification},
journal = {CoRR},
volume = {abs/2507.04372},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2507.04372},
doi = {10.48550/ARXIV.2507.04372},
eprinttype = {arXiv},
eprint = {2507.04372},
timestamp = {Sun, 01 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2507-04372.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2507-16585,
author = {Ahmed Lekssays and
Hamza Mouhcine and
Khang Tran and
Ting Yu and
Issa Khalil},
title = {LLMxCPG: Context-Aware Vulnerability Detection Through Code Property
Graph-Guided Large Language Models},
journal = {CoRR},
volume = {abs/2507.16585},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2507.16585},
doi = {10.48550/ARXIV.2507.16585},
eprinttype = {arXiv},
eprint = {2507.16585},
timestamp = {Tue, 19 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2507-16585.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2507-18031,
author = {Ahmad Albarqawi and
Mahmoud Nazzal and
Issa Khalil and
Abdallah Khreishah and
NhatHai Phan},
title = {ViGText: Deepfake Image Detection with Vision-Language Model Explanations
and Graph Neural Networks},
journal = {CoRR},
volume = {abs/2507.18031},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2507.18031},
doi = {10.48550/ARXIV.2507.18031},
eprinttype = {arXiv},
eprint = {2507.18031},
timestamp = {Thu, 07 May 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2507-18031.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2507-21157,
author = {Naseem Khan and
Tuan Nguyen and
Amine Bermak and
Issa Khalil},
title = {Unmasking Synthetic Realities in Generative {AI:} {A} Comprehensive
Review of Adversarially Robust Deepfake Detection Systems},
journal = {CoRR},
volume = {abs/2507.21157},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2507.21157},
doi = {10.48550/ARXIV.2507.21157},
eprinttype = {arXiv},
eprint = {2507.21157},
timestamp = {Sun, 01 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2507-21157.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2509-26272,
author = {Tuan Nguyen and
Naseem Khan and
Khang Tran and
NhatHai Phan and
Issa Khalil},
title = {{PRPO:} Paragraph-level Policy Optimization for Vision-Language Deepfake
Detection},
journal = {CoRR},
volume = {abs/2509.26272},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2509.26272},
doi = {10.48550/ARXIV.2509.26272},
eprinttype = {arXiv},
eprint = {2509.26272},
timestamp = {Tue, 21 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2509-26272.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2510-23455,
author = {Khoa Nguyen and
Khang Tran and
NhatHai Phan and
Cristian Borcea and
Ruoming Jin and
Issa Khalil},
title = {SGFusion: Stochastic Geographic Gradient Fusion in Federated Learning},
journal = {CoRR},
volume = {abs/2510.23455},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2510.23455},
doi = {10.48550/ARXIV.2510.23455},
eprinttype = {arXiv},
eprint = {2510.23455},
timestamp = {Sat, 15 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2510-23455.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/LiuKSK24,
author = {Guanxiong Liu and
Abdallah Khreishah and
Fatima Sharadgah and
Issa Khalil},
title = {An Adaptive Black-Box Defense Against Trojan Attacks (TrojDef)},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {35},
number = {4},
pages = {5367--5381},
year = {2024},
url = {https://doi.org/10.1109/TNNLS.2022.3204283},
doi = {10.1109/TNNLS.2022.3204283},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/LiuKSK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/NazzalKKP24,
author = {Mahmoud Nazzal and
Issa Khalil and
Abdallah Khreishah and
NhatHai Phan},
editor = {Bo Luo and
Xiaojing Liao and
Jun Xu and
Engin Kirda and
David Lie},
title = {PromSec: Prompt Optimization for Secure Generation of Functional Source
Code with Large Language Models (LLMs)},
booktitle = {Proceedings of the 2024 on {ACM} {SIGSAC} Conference on Computer and
Communications Security, {CCS} 2024, Salt Lake City, UT, USA, October
14-18, 2024},
pages = {2266--2280},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3658644.3690298},
doi = {10.1145/3658644.3690298},
timestamp = {Sun, 22 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/NazzalKKP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/TonNNKBPJKS24,
author = {Khiem Ton and
Nhi Nguyen and
Mahmoud Nazzal and
Abdallah Khreishah and
Cristian Borcea and
NhatHai Phan and
Ruoming Jin and
Issa Khalil and
Yelong Shen},
editor = {Bo Luo and
Xiaojing Liao and
Jun Xu and
Engin Kirda and
David Lie},
title = {Demo: SGCode: {A} Flexible Prompt-Optimizing System for Secure Generation
of Code},
booktitle = {Proceedings of the 2024 on {ACM} {SIGSAC} Conference on Computer and
Communications Security, {CCS} 2024, Salt Lake City, UT, USA, October
14-18, 2024},
pages = {5078--5080},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3658644.3691367},
doi = {10.1145/3658644.3691367},
timestamp = {Sun, 22 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/TonNNKBPJKS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmetrics/ChooNKS0K24,
author = {Euijin Choo and
Mohamed Nabeel and
Doowon Kim and
Ravindu De Silva and
Ting Yu and
Issa Khalil},
editor = {Michele Garetto and
Andrea Marin and
Florin Ciucu and
Giulia Fanti and
Rhonda Righter},
title = {A Large Scale Study and Classification of VirusTotal Reports on Phishing
and Malware URLs},
booktitle = {Abstracts of the 2024 {ACM} {SIGMETRICS/IFIP} {PERFORMANCE} Joint
International Conference on Measurement and Modeling of Computer Systems,
{SIGMETRICS/PERFORMANCE} 2024, Venice, Italy, June 10-14, 2024},
pages = {55--56},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3652963.3655042},
doi = {10.1145/3652963.3655042},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmetrics/ChooNKS0K24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sp/NazzalKKPM24,
author = {Mahmoud Nazzal and
Issa Khalil and
Abdallah Khreishah and
NhatHai Phan and
Yao Ma},
title = {Multi-Instance Adversarial Attack on GNN-Based Malicious Domain Detection},
booktitle = {{IEEE} Symposium on Security and Privacy, {SP} 2024, San Francisco,
CA, USA, May 19-23, 2024},
pages = {1236--1254},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/SP54263.2024.00006},
doi = {10.1109/SP54263.2024.00006},
timestamp = {Tue, 01 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sp/NazzalKKPM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uss/Thirumuruganathan24,
author = {Saravanan Thirumuruganathan and
Fatih Deniz and
Issa Khalil and
Ting Yu and
Mohamed Nabeel and
Mourad Ouzzani},
editor = {Davide Balzarotti and
Wenyuan Xu},
title = {Detecting and Mitigating Sampling Bias in Cybersecurity with Unlabeled
Data},
booktitle = {33rd {USENIX} Security Symposium, {USENIX} Security 2024, Philadelphia,
PA, USA, August 14-16, 2024},
publisher = {{USENIX} Association},
year = {2024},
url = {https://www.usenix.org/conference/usenixsecurity24/presentation/thirumuruganathan},
timestamp = {Mon, 22 Jul 2024 17:10:49 +0200},
biburl = {https://dblp.org/rec/conf/uss/Thirumuruganathan24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-03335,
author = {Naseem Khan and
Kashif Ahmad and
Aref Al{-}Tamimi and
Mohammed M. Alani and
Amine Bermak and
Issa Khalil},
title = {Explainable AI-based Intrusion Detection System for Industry 5.0:
An Overview of the Literature, associated Challenges, the existing
Solutions, and Potential Research Directions},
journal = {CoRR},
volume = {abs/2408.03335},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.03335},
doi = {10.48550/ARXIV.2408.03335},
eprinttype = {arXiv},
eprint = {2408.03335},
timestamp = {Sun, 01 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-03335.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2409-07368,
author = {Khiem Ton and
Nhi Nguyen and
Mahmoud Nazzal and
Abdallah Khreishah and
Cristian Borcea and
NhatHai Phan and
Ruoming Jin and
Issa Khalil and
Yelong Shen},
title = {Demo: SGCode: {A} Flexible Prompt-Optimizing System for Secure Generation
of Code},
journal = {CoRR},
volume = {abs/2409.07368},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2409.07368},
doi = {10.48550/ARXIV.2409.07368},
eprinttype = {arXiv},
eprint = {2409.07368},
timestamp = {Thu, 07 May 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2409-07368.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2409-12699,
author = {Mahmoud Nazzal and
Issa Khalil and
Abdallah Khreishah and
NhatHai Phan},
title = {PromSec: Prompt Optimization for Secure Generation of Functional Source
Code with Large Language Models (LLMs)},
journal = {CoRR},
volume = {abs/2409.12699},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2409.12699},
doi = {10.48550/ARXIV.2409.12699},
eprinttype = {arXiv},
eprint = {2409.12699},
timestamp = {Thu, 07 May 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2409-12699.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pomacs/ChooNKSYK23,
author = {Euijin Choo and
Mohamed Nabeel and
Doowon Kim and
Ravindu De Silva and
Ting Yu and
Issa Khalil},
title = {A Large Scale Study and Classification of VirusTotal Reports on Phishing
and Malware URLs},
journal = {Proc. {ACM} Meas. Anal. Comput. Syst.},
volume = {7},
number = {3},
pages = {59:1--59:26},
year = {2023},
url = {https://doi.org/10.1145/3626790},
doi = {10.1145/3626790},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pomacs/ChooNKSYK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tissec/ChooNAKYW23,
author = {Euijin Choo and
Mohamed Nabeel and
Mashael AlSabah and
Issa Khalil and
Ting Yu and
Wei Wang},
title = {DeviceWatch: {A} Data-Driven Network Analysis Approach to Identifying
Compromised Mobile Devices with Graph-Inference},
journal = {{ACM} Trans. Priv. Secur.},
volume = {26},
number = {1},
pages = {9:1--9:32},
year = {2023},
url = {https://doi.org/10.1145/3558767},
doi = {10.1145/3558767},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tissec/ChooNAKYW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-16474,
author = {Khang Tran and
Ferdinando Fioretto and
Issa Khalil and
My T. Thai and
NhatHai Phan},
title = {FairDP: Certified Fairness with Differential Privacy},
journal = {CoRR},
volume = {abs/2305.16474},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.16474},
doi = {10.48550/ARXIV.2305.16474},
eprinttype = {arXiv},
eprint = {2305.16474},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-16474.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-11754,
author = {Mahmoud Nazzal and
Issa Khalil and
Abdallah Khreishah and
NhatHai Phan and
Yao Ma},