3 citations · 5 across the 4 of their papers we have counts for
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cs.SE2025
Ensuring Robustness in ML-enabled Software Systems: A User Survey
Hala Abdelkader, Mohamed Abdelrazek, Priya Rani +2
Ensuring robustness in ML-enabled software systems requires addressing critical challenges, such as silent failures, out-of-distribution (OOD) data, and adversarial attacks. Tradit…
cs.SE2024★ 2 cited
ML-On-Rails: Safeguarding Machine Learning Models in Software Systems A Case Study
Hala Abdelkader, Mohamed Abdelrazek, Scott Barnett +3
Machine learning (ML), especially with the emergence of large language models (LLMs), has significantly transformed various industries. However, the transition from ML model protot…