Edita Grolman

19 papers A* 1A 1B 5Misc 1Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2025 A* conf
KDAT: Inherent Adversarial Robustness via Knowledge Distillation with Adversarial Tuning for Object Detection Models.
AAAI
Yarin Yerushalmi Levi, Edita Grolman, Idan Yankelev, Amit Giloni, Omer Hofman, Toshiya Shimizu, Asaf Shabtai, Yuval Elovici
2025 J jnl
Observability and Incident Response in Managed Serverless Environments Using Ontology-Based Log Monitoring.
IEEE Trans. Cloud Comput.
Lavi Ben-Shimol, Edita Grolman, Aviad Elyashar, Inbar Maimon, Dudu Mimran, Oleg Brodt, Martin Strassmann, Heiko Lehmann, Yuval Elovici, Asaf Shabtai
2025 J jnl
Rogue Cell: Adversarial Attack and Defense in Untrusted O-RAN Setup Exploiting the Traffic Steering xApp.
CoRR
Eran Aizikovich, Dudu Mimran, Edita Grolman, Yuval Elovici, Asaf Shabtai
2025 J jnl
Using image conversion techniques to detect adversarial examples in machine learning models for tabular data.
Appl. Soft Comput.
Zahi Kapri, Edita Grolman, Ikuya Morikawa, Toshiya Shimizu, Yuval Elovici, Asaf Shabtai
2024 — conf
AdversariaLeak: External Information Leakage Attack Using Adversarial Samples on Face Recognition Systems.
ECCV (75)
Roye Katzav, Amit Giloni, Edita Grolman, Hiroo Saito, Tomoyuki Shibata, Tsukasa Omino, Misaki Komatsu, Yoshikazu Hanatani, Yuval Elovici, Asaf Shabtai
2024 J jnl
BENN: Bias Estimation Using a Deep Neural Network.
IEEE Trans. Neural Networks Learn. Syst.
Amit Giloni, Edita Grolman, Tanja Hagemann, Ronald Fromm, Sebastian Fischer, Yuval Elovici, Asaf Shabtai
2024 J jnl
OSSIntegrity: Collaborative open-source code integrity verification.
Comput. Secur.
Mor Nahum, Edita Grolman, Inbar Maimon, Dudu Mimran, Oleg Brodt, Aviad Elyashar, Yuval Elovici, Asaf Shabtai
2024 J jnl
Observability and Incident Response in Managed Serverless Environments Using Ontology-Based Log Monitoring.
CoRR
Lavi Ben-Shimol, Edita Grolman, Aviad Elyashar, Inbar Maimon, Dudu Mimran, Oleg Brodt, Martin Strassmann, Heiko Lehmann, Yuval Elovici, Asaf Shabtai
2024 B conf
Query-Based External Information Leakage Attacks on Face Recognition Models.
IJCNN
Edita Grolman, Amit Giloni, Ryuta Kremer, Hiroo Saito, Tomoyuki Shibata, Tsukasa Omino, Misaki Komatsu, Yoshikazu Hanatani, Asaf Shabtai, Yuval Elovici
2024 B conf
SMART: Serverless Module Analysis and Recognition Technique for Managed Applications.
CCGrid
Adi Ashkenazi, Edita Grolman, Aviad Elyashar, Dudu Mimran, Oleg Brodt, Yuval Elovici, Asaf Shabtai
2024 B conf
STFL: Utilizing a Semi-Supervised, Transfer-Learning, Federated-Learning Approach to Detect Phishing URL Attacks.
IJCNN
Ido Sakazi, Edita Grolman, Yuval Elovici, Asaf Shabtai
2024 Misc conf
Secure Crowdsource-Based Open-Source Code Verification (SC)^2V.
SAC
Mor Nahum, Edita Grolman, Inbar Maimon, Dudu Mimran, Oleg Brodt, Aviad Elyashar, Yuval Elovici, Asaf Shabtai
2023 B conf
Pros and Cons of Weight Pruning for Out-of-Distribution Detection: An Empirical Survey.
IJCNN
Satoru Koda, Alon Zolfi, Edita Grolman, Asaf Shabtai, Ikuya Morikawa, Yuval Elovici
2022 B conf
FEPC: Fairness Estimation Using Prototypes and Critics for Tabular Data.
ICPR
Amit Giloni, Edita Grolman, Yuval Elovici, Asaf Shabtai
2022 A conf
HateVersarial: Adversarial Attack Against Hate Speech Detection Algorithms on Twitter.
UMAP
Edita Grolman, Hodaya Binyamini, Asaf Shabtai, Yuval Elovici, Ikuya Morikawa, Toshiya Shimizu
2022 J jnl
How and when to stop the co-training process.
Expert Syst. Appl.
Edita Grolman, Dvir Cohen, Tatiana Frenklach, Asaf Shabtai, Rami Puzis
2020 J jnl
BENN: Bias Estimation Using Deep Neural Network.
CoRR
Amit Giloni, Edita Grolman, Tanja Hagemann, Ronald Fromm, Sebastian Fischer, Yuval Elovici, Asaf Shabtai
2018 J jnl
Transfer Learning for User Action Identication in Mobile Apps via Encrypted Trafc Analysis.
IEEE Intell. Syst.
Edita Grolman, Andrey Finkelshtein, Rami Puzis, Asaf Shabtai, Gershon Celniker, Ziv Katzir, Liron Rosenfeld
2016 J jnl
Utilizing transfer learning for in-domain collaborative filtering.
Knowl. Based Syst.
Edita Grolman, Ariel Bar, Bracha Shapira, Lior Rokach, Aviram Dayan