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Dive into the research topics where Issa Mohammad Issa Khalil is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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EX-QNRF-ARG-106: ProFL: Private and Robust Federated Learning given Non-iid Data
Khalil, I. M. I. (Lead Principal Investigator), Phan, H. (Principal Investigator), Mouhcine, H. (Research Assistant) & Vu Tuan, N. (Post Doctoral Fellow)
1/04/24 → 1/04/27
Project: Applied Research
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EX-QNRF-ARG-88: Combating financial fraud
Khalil, I. M. I. (Principal Investigator), Al-Sabah, M. S. F. A. (Lead Principal Investigator), Sencar, H. T. (Principal Investigator), Tanveer, T. A. (Research Assistant) & AlHallaq, A. N. R. (Research Assistant)
1/04/24 → 1/04/27
Project: Applied Research
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QCRI-CORE-000015: AI Model Safety and Security
Khalil, I. M. I. (Lead Principal Investigator)
1/07/22 → 1/06/26
Project: Basic Research
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EX-QNRF-NPRPC-11: A Secure End-to-End Blockchain-Based Solution to Finance Trade: The Legal, Technological, and Economic Framework
Khalil, I. M. I. (Principal Investigator), Yang, D. (Lead Principal Investigator), Mohammed, F. (Research Assistant) & Alisawi, H. A. A. S. (Research Assistant)
26/01/20 → 31/01/25
Project: Applied Research
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Multi-Instance Adversarial Attack on GNN-Based Malicious Domain Detection
Nazzal, M., Khalil, I., Khreishah, A., Phan, N. H. & Ma, Y., 23 May 2024, Proceedings - 45th IEEE Symposium on Security and Privacy, SP 2024. Institute of Electrical and Electronics Engineers Inc., p. 1236-1254 19 p. (Proceedings - IEEE Symposium on Security and Privacy).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access7 Citations (Scopus) -
A Large Scale Study and Classification of VirusTotal Reports on Phishing and Malware URLs
Choo, E., Nabeel, M., Kim, D., De Silva, R., Yu, T. & Khalil, I., 10 Jun 2024, In: Performance Evaluation Review. 52, 1, p. 55-56 2 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Citations (Scopus) -
An Adaptive Black-Box Defense Against Trojan Attacks (TrojDef)
Liu, G., Khreishah, A., Sharadgah, F. & Khalil, I., 1 Apr 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 4, p. 5367-5381 15 p.Research output: Contribution to journal › Article › peer-review
4 Citations (Scopus) -
Detecting and Mitigating Sampling Bias in Cybersecurity with Unlabeled Data
Thirumuruganathan, S., Deniz, F., Khalil, I., Yu, T., Nabeel, M. & Ouzzani, M., 16 Aug 2024, Proceedings of the 33rd USENIX Security Symposium. USENIX Association, p. 1741-1758 18 p. (Proceedings of the 33rd USENIX Security Symposium).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
4 Citations (Scopus) -
StructTransform: A Scalable Attack Surface for Safety-Aligned Large Language Models
Yoosuf, S., Ali, T., Lekssays, A., AlSabah, M. & Khalil, I., 2026, Computer Security – ESORICS 2025 - 30th European Symposium on Research in Computer Security, Proceedings. Nicomette, V., Benzekri, A., Boulahia-Cuppens, N. & Vaidya, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 488-507 20 p. (Lecture Notes in Computer Science; vol. 16053 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review