Publications

@article{DBLP:journals/tnn/LiuKSK24,

title = {An Adaptive Black-Box Defense Against Trojan Attacks (TrojDef)},

author = {Guanxiong Liu and Abdallah Khreishah and Fatima Sharadgah and Issa Khalil},

url = {https://doi.org/10.1109/TNNLS.2022.3204283},

doi = {10.1109/TNNLS.2022.3204283},

year  = {2024},

date = {2024-01-01},

journal = {IEEE Trans. Neural Networks Learn. Syst.},

volume = {35},

number = {4},

pages = {5367–5381},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-2408-03335,

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},

author = {Naseem Khan and Kashif Ahmad and Aref Al-Tamimi and Mohammed M. Alani and Amine Bermak and Issa Khalil},

url = {https://doi.org/10.48550/arXiv.2408.03335},

doi = {10.48550/ARXIV.2408.03335},

year  = {2024},

date = {2024-01-01},

journal = {CoRR},

volume = {abs/2408.03335},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-2409-07368,

title = {Demo: SGCode: A Flexible Prompt-Optimizing System for Secure Generation 

 of Code},

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},

url = {https://doi.org/10.48550/arXiv.2409.07368},

doi = {10.48550/ARXIV.2409.07368},

year  = {2024},

date = {2024-01-01},

journal = {CoRR},

volume = {abs/2409.07368},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-2409-12699,

title = {PromSec: Prompt Optimization for Secure Generation of Functional Source 

 Code with Large Language Models (LLMs)},

author = {Mahmoud Nazzal and Issa Khalil and Abdallah Khreishah and NhatHai Phan},

url = {https://doi.org/10.48550/arXiv.2409.12699},

doi = {10.48550/ARXIV.2409.12699},

year  = {2024},

date = {2024-01-01},

journal = {CoRR},

volume = {abs/2409.12699},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-2403-17068,

title = {Semantic Ranking for Automated Adversarial Technique Annotation in 

 Security Text},

author = {Udesh Kumarasinghe and Ahmed Lekssays and Husrev Taha Sencar and Sabri Boughorbel and Charitha Elvitigala and Preslav Nakov},

url = {https://doi.org/10.48550/arXiv.2403.17068},

doi = {10.48550/ARXIV.2403.17068},

year  = {2024},

date = {2024-01-01},

journal = {CoRR},

volume = {abs/2403.17068},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-2405-17130,

title = {Exploiting the Layered Intrinsic Dimensionality of Deep Models for 

 Practical Adversarial Training},

author = {Enes Altinisik and Safa Messaoud and Husrev Taha Sencar and Hassan Sajjad and Sanjay Chawla},

url = {https://doi.org/10.48550/arXiv.2405.17130},

doi = {10.48550/ARXIV.2405.17130},

year  = {2024},

date = {2024-01-01},

journal = {CoRR},

volume = {abs/2405.17130},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-2409-16639,

title = {Examining the Rat in the Tunnel: Interpretable Multi-Label Classification 

 of Tor-based Malware},

author = {Ishan Karunanayake and Mashael AlSabah and Nadeem Ahmed and Sanjay K. Jha},

url = {https://doi.org/10.48550/arXiv.2409.16639},

doi = {10.48550/ARXIV.2409.16639},

year  = {2024},

date = {2024-01-01},

journal = {CoRR},

volume = {abs/2409.16639},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-2405-20455,

title = {DepsRAG: Towards Managing Software Dependencies using Large Language 

 Models},

author = {Mohannad Alhanahnah and Yazan Boshmaf and Benoit Baudry},

url = {https://doi.org/10.48550/arXiv.2405.20455},

doi = {10.48550/ARXIV.2405.20455},

year  = {2024},

date = {2024-01-01},

journal = {CoRR},

volume = {abs/2405.20455},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-2407-11259,

title = {SoK: Software Debloating Landscape and Future Directions},

author = {Mohannad Alhanahnah and Yazan Boshmaf and Ashish Gehani},

url = {https://doi.org/10.48550/arXiv.2407.11259},

doi = {10.48550/ARXIV.2407.11259},

year  = {2024},

date = {2024-01-01},

journal = {CoRR},

volume = {abs/2407.11259},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/pomacs/ZhangAAF0A24,

title = {Machine Learning Systems are Bloated and Vulnerable},

author = {Huaifeng Zhang and Mohannad Alhanahnah and Fahmi Abdulqadir Ahmed and Dyako Fatih and Philipp Leitner and Ahmed Ali-Eldin},

url = {https://doi.org/10.1145/3639032},

doi = {10.1145/3639032},

year  = {2024},

date = {2024-01-01},

journal = {Proc. ACM Meas. Anal. Comput. Syst.},

volume = {8},

number = {1},

pages = {6:1–6:30},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-2404-11050,

title = {An Empirical Evaluation of Pre-trained Large Language Models for Repairing 

 Declarative Formal Specifications},

author = {Mohannad Alhanahnah and Md Rashedul Hasan and Hamid Bagheri},

url = {https://doi.org/10.48550/arXiv.2404.11050},

doi = {10.48550/ARXIV.2404.11050},

year  = {2024},

date = {2024-01-01},

journal = {CoRR},

volume = {abs/2404.11050},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/pomacs/ChooNKSYK23,

title = {A Large Scale Study and Classification of VirusTotal Reports on Phishing 

 and Malware URLs},

author = {Euijin Choo and Mohamed Nabeel and Doowon Kim and Ravindu De Silva and Ting Yu and Issa Khalil},

url = {https://doi.org/10.1145/3626790},

doi = {10.1145/3626790},

year  = {2023},

date = {2023-01-01},

journal = {Proc. ACM Meas. Anal. Comput. Syst.},

volume = {7},

number = {3},

pages = {59:1–59:26},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/tissec/ChooNAKYW23,

title = {DeviceWatch: A Data-Driven Network Analysis Approach to Identifying 

 Compromised Mobile Devices with Graph-Inference},

author = {Euijin Choo and Mohamed Nabeel and Mashael AlSabah and Issa Khalil and Ting Yu and Wei Wang},

url = {https://doi.org/10.1145/3558767},

doi = {10.1145/3558767},

year  = {2023},

date = {2023-01-01},

journal = {ACM Trans. Priv. Secur.},

volume = {26},

number = {1},

pages = {9:1–9:32},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-2305-16474,

title = {FairDP: Certified Fairness with Differential Privacy},

author = {Khang Tran and Ferdinando Fioretto and Issa Khalil and My T. Thai and NhatHai Phan},

url = {https://doi.org/10.48550/arXiv.2305.16474},

doi = {10.48550/ARXIV.2305.16474},

year  = {2023},

date = {2023-01-01},

journal = {CoRR},

volume = {abs/2305.16474},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-2308-11754,

title = {Multi-Instance Adversarial Attack on GNN-Based Malicious Domain Detection},

author = {Mahmoud Nazzal and Issa Khalil and Abdallah Khreishah and NhatHai Phan and Yao Ma},

url = {https://doi.org/10.48550/arXiv.2308.11754},

doi = {10.48550/ARXIV.2308.11754},

year  = {2023},

date = {2023-01-01},

journal = {CoRR},

volume = {abs/2308.11754},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/ml/AltinisikMSC23,

title = {A3T: accuracy aware adversarial training},

author = {Enes Altinisik and Safa Messaoud and Husrev Taha Sencar and Sanjay Chawla},

url = {https://doi.org/10.1007/s10994-023-06341-w},

doi = {10.1007/S10994-023-06341-W},

year  = {2023},

date = {2023-01-01},

journal = {Mach. Learn.},

volume = {112},

number = {9},

pages = {3191–3210},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-2309-03647,

title = {ProvG-Searcher: A Graph Representation Learning Approach for Efficient 

 Provenance Graph Search},

author = {Enes Altinisik and Fatih Deniz and Husrev Taha Sencar},

url = {https://doi.org/10.48550/arXiv.2309.03647},

doi = {10.48550/ARXIV.2309.03647},

year  = {2023},

date = {2023-01-01},

journal = {CoRR},

volume = {abs/2309.03647},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/cn/LekssaysCF23,

title = {MalCon: A blockchain-based malware containment framework for Internet 

 of Things},

author = {Ahmed Lekssays and Barbara Carminati and Elena Ferrari},

url = {https://doi.org/10.1016/j.comnet.2023.109853},

doi = {10.1016/J.COMNET.2023.109853},

year  = {2023},

date = {2023-01-01},

journal = {Comput. Networks},

volume = {233},

pages = {109853},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/tse/AlhanahnahSCYB23,

title = {IoTCom: Dissecting Interaction Threats in IoT Systems},

author = {Mohannad Alhanahnah and Clay Stevens and Bocheng Chen and Qiben Yan and Hamid Bagheri},

url = {https://doi.org/10.1109/TSE.2022.3179294},

doi = {10.1109/TSE.2022.3179294},

year  = {2023},

date = {2023-01-01},

journal = {IEEE Trans. Software Eng.},

volume = {49},

number = {4},

pages = {1523–1539},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/tse/AlhanahnahMGCYJZ23,

title = {autoMPI: Automated Multiple Perspective Attack Investigation With 

 Semantics Aware Execution Partitioning},

author = {Mohannad Alhanahnah and Shiqing Ma and Ashish Gehani and Gabriela F. Ciocarlie and Vinod Yegneswaran and Somesh Jha and Xiangyu Zhang},

url = {https://doi.org/10.1109/TSE.2022.3231242},

doi = {10.1109/TSE.2022.3231242},

year  = {2023},

date = {2023-01-01},

journal = {IEEE Trans. Software Eng.},

volume = {49},

number = {4},

pages = {2761–2775},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-2305-04641,

title = {BLAFS: A Bloat Aware File System},

author = {Huaifeng Zhang and Mohannad Alhanahnah and Ahmed Ali-Eldin},

url = {https://doi.org/10.48550/arXiv.2305.04641},

doi = {10.48550/ARXIV.2305.04641},

year  = {2023},

date = {2023-01-01},

journal = {CoRR},

volume = {abs/2305.04641},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-2309-08058,

title = {Unleashing the Adversarial Facet of Software Debloating},

author = {Do-Men Su and Mohannad Alhanahnah},

url = {https://doi.org/10.48550/arXiv.2309.08058},

doi = {10.48550/ARXIV.2309.08058},

year  = {2023},

date = {2023-01-01},

journal = {CoRR},

volume = {abs/2309.08058},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-2310-06758,

title = {slash: A Technique for Static Configuration-Logic Identification},

author = {Mohannad Alhanahnah and Philipp Dominik Schubert and Thomas W. Reps and Somesh Jha and Eric Bodden},

url = {https://doi.org/10.48550/arXiv.2310.06758},

doi = {10.48550/ARXIV.2310.06758},

year  = {2023},

date = {2023-01-01},

journal = {CoRR},

volume = {abs/2310.06758},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-2201-07063,

title = {Model Transferring Attacks to Backdoor HyperNetwork in Personalized 

 Federated Learning},

author = {Phung Lai and NhatHai Phan and Abdallah Khreishah and Issa Khalil and Xintao Wu},

url = {https://arxiv.org/abs/2201.07063},

year  = {2022},

date = {2022-01-01},

journal = {CoRR},

volume = {abs/2201.07063},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-2205-13155,

title = {A Large Scale Study and Classification of VirusTotal Reports on Phishing 

 and Malware URLs},

author = {Euijin Choo and Mohamed Nabeel and Ravindu De Silva and Ting Yu and Issa Khalil},

url = {https://doi.org/10.48550/arXiv.2205.13155},

doi = {10.48550/ARXIV.2205.13155},

year  = {2022},

date = {2022-01-01},

journal = {CoRR},

volume = {abs/2205.13155},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-2206-05679,

title = {Exploration of Enterprise Server Data to Assess Ease of Modeling System 

 Behavior},

author = {Enes Altinisik and Husrev Taha Sencar and Mohamed Nabeel and Issa Khalil and Ting Yu},

url = {https://doi.org/10.48550/arXiv.2206.05679},

doi = {10.48550/ARXIV.2206.05679},

year  = {2022},

date = {2022-01-01},

journal = {CoRR},

volume = {abs/2206.05679},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-2209-01721,

title = {An Adaptive Black-box Defense against Trojan Attacks (TrojDef)},

author = {Guanxiong Liu and Abdallah Khreishah and Fatima Sharadgah and Issa Khalil},

url = {https://doi.org/10.48550/arXiv.2209.01721},

doi = {10.48550/ARXIV.2209.01721},

year  = {2022},

date = {2022-01-01},

journal = {CoRR},

volume = {abs/2209.01721},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-2210-01797,

title = {Ten Years after ImageNet: A 360° Perspective on AI},

author = {Sanjay Chawla and Preslav Nakov and Ahmed Ali and Wendy Hall and Issa Khalil and Xiaosong Ma and Husrev Taha Sencar and Ingmar Weber and Michael A. Wooldridge and Ting Yu},

url = {https://doi.org/10.48550/arXiv.2210.01797},

doi = {10.48550/ARXIV.2210.01797},

year  = {2022},

date = {2022-01-01},

journal = {CoRR},

volume = {abs/2210.01797},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-2211-05766,

title = {Heterogeneous Randomized Response for Differential Privacy in Graph 

 Neural Networks},

author = {Khang Tran and Phung Lai and NhatHai Phan and Issa Khalil and Yao Ma and Abdallah Khreishah and My Tra Thai and Xintao Wu},

url = {https://doi.org/10.48550/arXiv.2211.05766},

doi = {10.48550/ARXIV.2211.05766},

year  = {2022},

date = {2022-01-01},

journal = {CoRR},

volume = {abs/2211.05766},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/tifs/AltinisikST22,

title = {Video Source Characterization Using Encoding and Encapsulation Characteristics},

author = {Enes Altinisik and Hüsrev Taha Sencar and Diram Tabaa},

url = {https://doi.org/10.1109/TIFS.2022.3204210},

doi = {10.1109/TIFS.2022.3204210},

year  = {2022},

date = {2022-01-01},

journal = {IEEE Trans. Inf. Forensics Secur.},

volume = {17},

pages = {3211–3224},

keywords = {},

pubstate = {published},

tppubtype = {article}

}