Alon Zolfi

According to our database, Alon Zolfi authored at least 18 papers between 2021 and 2025.

Collaborative distances:

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

2025

QuantAttack: Exploiting Quantization Techniques to Attack Vision Transformers.

Amit Baras, Alon Zolfi, Yuval Elovici, Asaf Shabtai

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

DIESEL: A Lightweight Inference-Time Safety Enhancement for Language Models.

Ben Ganon, Alon Zolfi, Omer Hofman, Inderjeet Singh, Hisashi Kojima, Yuval Elovici, Asaf Shabtai

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

DIESEL - Dynamic Inference-Guidance via Evasion of Semantic Embeddings in LLMs.

Ben Ganon, Alon Zolfi, Omer Hofman, Inderjeet Singh, Hisashi Kojima, Yuval Elovici, Asaf Shabtai

CoRR, 2024

DeSparsify: Adversarial Attack Against Token Sparsification Mechanisms in Vision Transformers.

Oryan Yehezkel, Alon Zolfi, Amit Baras, Yuval Elovici, Asaf Shabtai

CoRR, 2024

DeSparsify: Adversarial Attack Against Token Sparsification Mechanisms.

Oryan Yehezkel, Alon Zolfi, Amit Baras, Yuval Elovici, Asaf Shabtai

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Universal Adversarial Attack Against Speaker Recognition Models.

Shoham Hanina, Alon Zolfi, Yuval Elovici, Asaf Shabtai

Proceedings of the IEEE International Conference on Acoustics, 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

YolOOD: Utilizing Object Detection Concepts for Multi-Label Out-of-Distribution Detection.

Alon Zolfi, Guy Amit, Amit Baras, Satoru Koda, Ikuya Morikawa, Yuval Elovici, Asaf Shabtai

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

ATLANTIS: A Framework for Automated Targeted Language-guided Augmentation Training for Robust Image Search.

Inderjeet Singh, Roman Vainshtein, Alon Zolfi, Asaf Shabtai, Tu Bui, Jonathan Brokman, Omer Hofman, Fumiyoshi Kasahara, Kentaro Tsuji, Hisashi Kojima

Proceedings of the 35th British Machine Vision Conference, 2024

2023

QuantAttack: Exploiting Dynamic Quantization to Attack Vision Transformers.

Amit Baras, Alon Zolfi, Yuval Elovici, Asaf Shabtai

CoRR, 2023

Phantom Sponges: Exploiting Non-Maximum Suppression to Attack Deep Object Detectors.

Avishag Shapira, Alon Zolfi, Luca Demetrio, Battista Biggio, Asaf Shabtai

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 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

YolOOD: Utilizing Object Detection Concepts for Out-of-Distribution Detection.

Alon Zolfi, Guy Amit, Amit Baras, Satoru Koda, Ikuya Morikawa, Yuval Elovici, Asaf Shabtai

CoRR, 2022

Attacking Object Detector Using A Universal Targeted Label-Switch Patch.

Avishag Shapira, Ron Bitton, Dan Avraham, Alon Zolfi, Yuval Elovici, Asaf Shabtai

CoRR, 2022

Denial-of-Service Attack on Object Detection Model Using Universal Adversarial Perturbation.

Avishag Shapira, Alon Zolfi, Luca Demetrio, Battista Biggio, Asaf Shabtai

CoRR, 2022

Adversarial Mask: Real-World Universal Adversarial Attack on Face Recognition Models.

Alon Zolfi, Shai Avidan, Yuval Elovici, Asaf Shabtai

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

2021

Adversarial Mask: Real-World Adversarial Attack Against Face Recognition Models.

Alon Zolfi, Shai Avidan, Yuval Elovici, Asaf Shabtai

CoRR, 2021

The Translucent Patch: A Physical and Universal Attack on Object Detectors.

Alon Zolfi, Moshe Kravchik, Yuval Elovici, Asaf Shabtai

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021