IsoLock: Thwarting Link-Prediction Attacks on Routing Obfuscation by Graph Isomorphism. - Shaza Elsharief; Lilas Alrahis; Johann Knechtel; Ozgur Sinanoglu (IACR Cryptol. ePrint Arch., 2022)

MedMod: Multimodal Benchmark for Medical Prediction Tasks with Electronic Health Records and Chest X-Ray Scans. - Shaza Elsharief; Saeed Shurrab; Baraa Al Jorf; Leopoldo Julian Lechuga López; Krzysztof J. Geras; Farah E. Shamout (CHIL, 2025)

Uncertainty Quantification for Machine Learning in Healthcare: A Survey. - Leopoldo Julian Lechuga López; Shaza Elsharief; Dhiyaa Al Jorf; Firas Darwish; Congbo Ma; Farah E. Shamout (CHIL, 2025)