Amit Giloni

According to our database, Amit Giloni authored at least 7 papers between 2022 and 2024.

Collaborative distances:

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

2024

X-Detect: explainable adversarial patch detection for object detectors in retail.

Omer Hofman, Amit Giloni, Yarin Hayun, Ikuya Morikawa, Toshiya Shimizu, Yuval Elovici, Asaf Shabtai

Mach. Learn., September, 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

Insights and Current Gaps in Open-Source LLM Vulnerability Scanners: A Comparative Analysis.

Jonathan Brokman, Omer Hofman, Oren Rachmil, Inderjeet Singh, Rathina Sabapathy, Aishvariya Priya, Vikas Pahuja, Amit Giloni, Roman Vainshtein, Hisashi Kojima

CoRR, 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

MONTRAGE: Monitoring Training for Attribution of Generative Diffusion Models.

Jonathan Brokman, Omer Hofman, Roman Vainshtein, Amit Giloni, Toshiya Shimizu, Inderjeet Singh, Oren Rachmil, Alon Zolfi, Asaf Shabtai, Yuki Unno, Hisashi Kojima

Proceedings of the Computer Vision - ECCV 2024, 2024

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