Giloni, Amit

6 publications

WACV 2025 DiL: An Explainable and Practical Metric for Abnormal Uncertainty in Object Detection Amit Giloni, Omer Hofman, Ikuya Morikawa, Toshiya Shimizu, Yuval Elovici, Asaf Shabtai

AAAI 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

ICLR 2025 Manifold Induced Biases for Zero-Shot and Few-Shot Detection of Generated Images Jonathan Brokman, Amit Giloni, Omer Hofman, Roman Vainshtein, Hisashi Kojima, Guy Gilboa

ECCV 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

ECCV 2024 MONTAGE: 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

MLJ 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