ICU Survival Prediction Incorporating Test-Time Augmentation to Improve the Accuracy of Ensemble-Based Models. - Seffi Cohen; Noa Dagan; Nurit Cohen-Inger; Dan Ofer; Lior Rokach (IEEE Access, 2021)

TTANAD: Test-Time Augmentation for Network Anomaly Detection. - Seffi Cohen; Niv Goldshlager; Bracha Shapira; Lior Rokach (Entropy, 2023)

Boosting anomaly detection using unsupervised diverse test-time augmentation. - Seffi Cohen; Niv Goldshlager; Lior Rokach; Bracha Shapira (Inf. Sci., 2023)

Enhancing social network hate detection using back translation and GPT-3 augmentations during training and test-time. - Seffi Cohen; Dan Presil; Or Katz; Ofir Arbili; Shvat Messica; Lior Rokach (Inf. Fusion, 2023)

TTTS: Tree Test Time Simulation for Enhancing Decision Tree Robustness against Adversarial Examples. - Seffi Cohen; Ofir Arbili; Yisroel Mirsky; Lior Rokach (AAAI, 2024)

FairUS - UpSampling Optimized Method for Boosting Fairness. - Nurit Cohen-Inger; Guy Rozenblatt; Seffi Cohen; Lior Rokach; Bracha Shapira (ECAI, 2024)

BagStacking: An Integrated Ensemble Learning Approach for Freezing of Gait Detection in Parkinson's Disease. - Seffi Cohen; Lior Rokach (CoRR, 2024)

Improving severity classification of Hebrew PET-CT pathology reports using test-time augmentation. - Seffi Cohen; Edo Lior; Moshe Bocher; Lior Rokach (J. Biomed. Informatics, 2024)

Adversarial evasion attacks detection for tree-based ensembles: A representation learning approach. - Gal Braun; Seffi Cohen; Lior Rokach (Inf. Fusion, 2025)

BiasGuard: Guardrailing Fairness in Machine Learning Production Systems. - Nurit Cohen-Inger; Seffi Cohen; Neomi Rabaev; Lior Rokach; Bracha Shapira (CoRR, 2025)

FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification. - Nurit Cohen-Inger; Lior Rokach; Bracha Shapira; Seffi Cohen (CoRR, 2025)

DFPE: A Diverse Fingerprint Ensemble for Enhancing LLM Performance. - Seffi Cohen; Niv Goldshlager; Nurit Cohen-Inger; Bracha Shapira; Lior Rokach (CoRR, 2025)

Forget What You Know about LLMs Evaluations - LLMs are Like a Chameleon. - Nurit Cohen-Inger; Yehonatan Elisha; Bracha Shapira; Lior Rokach; Seffi Cohen (CoRR, 2025)