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ORCIDAmit Giloni
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Journal Articles
- 2024
[j2]Omer Hofman, Amit Giloni, Yarin Hayun, Ikuya Morikawa, Toshiya Shimizu, Yuval Elovici, Asaf Shabtai:
X-Detect: explainable adversarial patch detection for object detectors in retail. Mach. Learn. 113(9): 6273-6292 (2024)- [j1]Amit Giloni
, Edita Grolman, Tanja Hagemann, Ronald Fromm, Sebastian Fischer, Yuval Elovici, Asaf Shabtai:
BENN: Bias Estimation Using a Deep Neural Network. IEEE Trans. Neural Networks Learn. Syst. 35(1): 117-131 (2024)
Conference and Workshop Papers
- 2024
- [c4]Jonathan Brokman, Omer Hofman, Roman Vainshtein, Amit Giloni, Toshiya Shimizu, Inderjeet Singh, Oren Rachmil, Alon Zolfi, Asaf Shabtai, Yuki Unno, Hisashi Kojima:
MONTRAGE: Monitoring Training for Attribution of Generative Diffusion Models. ECCV (75) 2024: 1-17 - [c3]Roye Katzav, Amit Giloni, Edita Grolman, Hiroo Saito, Tomoyuki Shibata, Tsukasa Omino, Misaki Komatsu, Yoshikazu Hanatani, Yuval Elovici, Asaf Shabtai:
AdversariaLeak: External Information Leakage Attack Using Adversarial Samples on Face Recognition Systems. ECCV (75) 2024: 288-303 - [c2]Edita Grolman, Amit Giloni, Ryuta Kremer, Hiroo Saito, Tomoyuki Shibata, Tsukasa Omino, Misaki Komatsu, Yoshikazu Hanatani, Asaf Shabtai, Yuval Elovici:
Query-Based External Information Leakage Attacks on Face Recognition Models. IJCNN 2024: 1-10 - 2022
- [c1]Amit Giloni, Edita Grolman, Yuval Elovici, Asaf Shabtai:
FEPC: Fairness Estimation Using Prototypes and Critics for Tabular Data. ICPR 2022: 4877-4884
Informal and Other Publications
- 2024
- [i4]Jonathan Brokman, Omer Hofman, Oren Rachmil, Inderjeet Singh, Rathina Sabapathy, Aishvariya Priya, Vikas Pahuja, Amit Giloni, Roman Vainshtein, Hisashi Kojima:
Insights and Current Gaps in Open-Source LLM Vulnerability Scanners: A Comparative Analysis. CoRR abs/2410.16527 (2024) - [i3]Yael Itzhakev, Amit Giloni, Yuval Elovici, Asaf Shabtai:
Addressing Key Challenges of Adversarial Attacks and Defenses in the Tabular Domain: A Methodological Framework for Coherence and Consistency. CoRR abs/2412.07326 (2024) - 2023
- [i2]Omer Hofman, Amit Giloni, Yarin Hayun, Ikuya Morikawa, Toshiya Shimizu, Yuval Elovici, Asaf Shabtai:
X-Detect: Explainable Adversarial Patch Detection for Object Detectors in Retail. CoRR abs/2306.08422 (2023) - 2020
- [i1]Amit Giloni, Edita Grolman, Tanja Hagemann, Ronald Fromm, Sebastian Fischer, Yuval Elovici, Asaf Shabtai:
BENN: Bias Estimation Using Deep Neural Network. CoRR abs/2012.12537 (2020)
Coauthor Index
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