!!Projects per year
Personlig profil
Forskningsprofil
PhD in Computer Science specializing in the intersection of Cybersecurity & Machine Learning. As an Assistant Professor in Cybersecurity, I integrate AI with cybersecurity to develop cutting-edge solutions for detecting and mitigating digital threats.
My expertise includes advanced AI-based intrusion detection systems, adversarial machine learning (AML), and explainable AI (XAI) for transparent security decisions. Skilled in Python, I excel in data preprocessing and visualization using pandas, Apache Superset, and Plotly.
I also have strong proficiency in MLOps with MLflow and machine learning libraries like scikit-learn and TensorFlow. My specialization in time series and graph analysis further enhances my ability to develop robust and reliable cybersecurity solutions.
Undervisningsprofil
- Network Security (Fall semesters)
Emneord
- Datalogi
Fingeraftryk
Dyk ned i forskningsemnerne, hvor Sajad Homayoun er aktive. Disse emneetiketter kommer fra dennes persons arbejder. Sammen danner de et unikt fingerprint.
- 1 Lignende profiler
Projekter
- 1 Igangværende
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Cyber-resilient Operation of Digital Building Energy Systems (ENERGY MISSION SEED FUNDING)
Homayoun, S. (CoI (co-investigator)), Rupnik, K. (PI (principal investigator)), Afshari, A. (CoI (co-investigator)) & Habibi, M. R. (CoI (co-investigator))
22/04/2026 → 31/12/2026
Projekter: Projekt › Forskning
Publikation
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Differential Privacy for Security Telemetry: An Empirical Study of Utility Loss in Intrusion Detection Systems
Homayoun, S., 15 jun. 2026, I: Computers, Materials & Continua. 88, 2, 16 s., 88.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
Åben adgangFil3 Downloads (Pure) -
Risk-Aware SOC Alert Handling in Adaptive Cyber Defense with Reinforcement Learning
Homayoun, S., apr. 2026, Computer Security. ESORICS 2025 International Workshops: AutonomousCyber 2025, CPS4CIP 2025, DisA 2025, HS3 2025, MIST 2025, Toulouse, France, September 25–26, 2025, Revised Selected Papers, Part III. Laborde, R., Garcia-Alfaro, J., Yazdinejad, A., Epiphaniou, G., Abie, H., Ranise, S., Choras, M., Wozniak, M., Hara, Y., Mühlberg, J. T., Greco, C. & Choo, K.-K. R. (red.). Springer, s. 92-104 13 s. (Lecture Notes in Computer Science (LNCS), Bind 16233).Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review
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Risk-Aware SOC Alert Handling in Adaptive Cyber Defense with Reinforcement Learning
Homayoun, S., 25 sep. 2025.Publikation: Konferencebidrag uden forlag/tidsskrift › Konferenceabstrakt til konference › Forskning › peer review
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An Investigation into Machine Learning Techniques for Detecting Suspicious Digital Certificates
Homayoun, S., feb. 2024.Publikation: Konferencebidrag uden forlag/tidsskrift › Poster › Forskning › peer review
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Effective Noise Reduction in NDR Systems: A Simple Yet Powerful Apriori-Based Approach
Homayoun, S., Haraldsdóttir, M., Lynge, E. & Jensen, C. D., okt. 2024, I: Sensors. 24, 20, 12 s., 6547.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
Åben adgangFil141 Downloads (Pure)
Aktiviteter
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University of Portsmouth
Homayoun, S. (Gæsteforsker)
27 nov. 2025 → 28 nov. 2025Aktivitet: Gæsteophold ved andre institutioner
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Alan Turing Institute
Homayoun, S. (Gæsteforsker)
27 nov. 2025Aktivitet: Gæsteophold ved andre institutioner
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University of Warwick
Homayoun, S. (Gæsteforsker)
24 nov. 2025 → 27 nov. 2025Aktivitet: Gæsteophold ved andre institutioner
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General Chair of the PhD School: TMA 2025
Homayoun, S. (Andet)
10 jun. 2025 → 11 jun. 2025Aktivitet: Andet