Edita Grolman

According to our database, Edita Grolman authored at least 17 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Rogue Cell: Adversarial Attack and Defense in Untrusted O-RAN Setup Exploiting the Traffic Steering xApp.

Eran Aizikovich, Dudu Mimran, Edita Grolman, Yuval Elovici, Asaf Shabtai

CoRR, May, 2025

Using image conversion techniques to detect adversarial examples in machine learning models for tabular data.

Zahi Kapri, Edita Grolman, Ikuya Morikawa, Toshiya Shimizu, Yuval Elovici, Asaf Shabtai

Appl. Soft Comput., 2025

KDAT: Inherent Adversarial Robustness via Knowledge Distillation with Adversarial Tuning for Object Detection Models.

Yarin Yerushalmi Levi, Edita Grolman, Idan Yankelev, Amit Giloni, Omer Hofman, Toshiya Shimizu, Asaf Shabtai, Yuval Elovici

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

BENN: Bias Estimation Using a Deep Neural Network.

Amit Giloni, Edita Grolman, Tanja Hagemann, Ronald Fromm, Sebastian Fischer, Yuval Elovici, Asaf Shabtai

IEEE Trans. Neural Networks Learn. Syst., January, 2024

Observability and Incident Response in Managed Serverless Environments Using Ontology-Based Log Monitoring.

Lavi Ben-Shimol, Edita Grolman, Aviad Elyashar, Inbar Maimon, Dudu Mimran, Oleg Brodt, Martin Strassmann, Heiko Lehmann, Yuval Elovici, Asaf Shabtai

CoRR, 2024

OSSIntegrity: Collaborative open-source code integrity verification.

Mor Nahum, Edita Grolman, Inbar Maimon, Dudu Mimran, Oleg Brodt, Aviad Elyashar, Yuval Elovici, Asaf Shabtai

Comput. Secur., 2024

Secure Crowdsource-Based Open-Source Code Verification (SC)^2V.

Mor Nahum, Edita Grolman, Inbar Maimon, Dudu Mimran, Oleg Brodt, Aviad Elyashar, Yuval Elovici, Asaf Shabtai

Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, 2024

STFL: Utilizing a Semi-Supervised, Transfer-Learning, Federated-Learning Approach to Detect Phishing URL Attacks.

Ido Sakazi, Edita Grolman, Yuval Elovici, Asaf Shabtai

Proceedings of the International Joint Conference on Neural Networks, 2024

Query-Based External Information Leakage Attacks on Face Recognition Models.

Edita Grolman, Amit Giloni, Ryuta Kremer, Hiroo Saito, Tomoyuki Shibata, Tsukasa Omino, Misaki Komatsu, Yoshikazu Hanatani, Asaf Shabtai, Yuval Elovici

Proceedings of the International Joint Conference on Neural Networks, 2024

AdversariaLeak: External Information Leakage Attack Using Adversarial Samples on Face Recognition Systems.

Roye Katzav, Amit Giloni, Edita Grolman, Hiroo Saito, Tomoyuki Shibata, Tsukasa Omino, Misaki Komatsu, Yoshikazu Hanatani, Yuval Elovici, Asaf Shabtai

Proceedings of the Computer Vision - ECCV 2024, 2024

SMART: Serverless Module Analysis and Recognition Technique for Managed Applications.

Adi Ashkenazi, Edita Grolman, Aviad Elyashar, Dudu Mimran, Oleg Brodt, Yuval Elovici, Asaf Shabtai

Proceedings of the 24th IEEE International Symposium on Cluster, 2024

2023

Pros and Cons of Weight Pruning for Out-of-Distribution Detection: An Empirical Survey.

Satoru Koda, Alon Zolfi, Edita Grolman, Asaf Shabtai, Ikuya Morikawa, Yuval Elovici

Proceedings of the International Joint Conference on Neural Networks, 2023

2022

How and when to stop the co-training process.

Edita Grolman, Dvir Cohen, Tatiana Frenklach, Asaf Shabtai, Rami Puzis

Expert Syst. Appl., 2022

HateVersarial: Adversarial Attack Against Hate Speech Detection Algorithms on Twitter.

Edita Grolman, Hodaya Binyamini, Asaf Shabtai, Yuval Elovici, Ikuya Morikawa, Toshiya Shimizu

Proceedings of the UMAP '22: 30th ACM Conference on User Modeling, Adaptation and Personalization, Barcelona, Spain, July 4, 2022

FEPC: Fairness Estimation Using Prototypes and Critics for Tabular Data.

Amit Giloni, Edita Grolman, Yuval Elovici, Asaf Shabtai

Proceedings of the 26th International Conference on Pattern Recognition, 2022

2018

Transfer Learning for User Action Identication in Mobile Apps via Encrypted Trafc Analysis.

Edita Grolman, Andrey Finkelshtein, Rami Puzis, Asaf Shabtai, Gershon Celniker, Ziv Katzir, Liron Rosenfeld

IEEE Intell. Syst., 2018

2016

Utilizing transfer learning for in-domain collaborative filtering.

Edita Grolman, Ariel Bar, Bracha Shapira, Lior Rokach, Aviram Dayan

Knowl. Based Syst., 2016