Guy Amit

48 papers A* 3A 2B 3C 2Misc 1Journal 22Unranked 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
LeakBoost: Perceptual-Loss-Based Membership Inference Attack.
CoRR
Amit Kravchik Taub, Fred Matanel Grabovski, Guy Amit, Yisroel Mirsky
2025 J jnl
Back-in-Time Diffusion: Unsupervised Detection of Medical Deepfakes.
ACM Trans. Intell. Syst. Technol.
Fred Matanel Grabovski, Lior Yasur, Guy Amit, Yisroel Mirsky
2025 — conf
Is My Data in Your Retrieval Database? Membership Inference Attacks Against Retrieval Augmented Generation.
ICISSP (2)
Maya Anderson, Guy Amit, Abigail Goldsteen
2025 J jnl
SNOMED CT entity linking challenge.
J. Am. Medical Informatics Assoc.
Rory Davidson, Will Hardman, Guy Amit, Yonatan Bilu, Vincenzo Della Mea, Aleksandr Galaida, Irena Girshovitz, Mikhail Kulyabin, Mihai Horia Popescu, Kevin Roitero, Gleb Sokolov, Chen Yanover
2024 J jnl
Back-in-Time Diffusion: Unsupervised Detection of Medical Deepfakes.
CoRR
Fred Matanel Grabovski, Lior Yasur, Guy Amit, Yuval Elovici, Yisroel Mirsky
2024 J jnl
Is My Data in Your Retrieval Database? Membership Inference Attacks Against Retrieval Augmented Generation.
CoRR
Maya Anderson, Guy Amit, Abigail Goldsteen
2024 C conf
Membership Inference Attacks Against Time-Series Models.
ACML
Noam Koren, Abigail Goldsteen, Guy Amit, Ariel Farkash
2024 J jnl
Membership Inference Attacks Against Time-Series Models.
CoRR
Noam Koren, Abigail Goldsteen, Ariel Farkash, Guy Amit
2024 J jnl
Memory Backdoor Attacks on Neural Networks.
CoRR
Eden Luzon, Guy Amit, Roy Weiss, Yisroel Mirsky
2024 J jnl
Ranking the Transferability of Adversarial Examples.
ACM Trans. Intell. Syst. Technol.
Moshe Levy, Guy Amit, Yuval Elovici, Yisroel Mirsky
2024 J jnl
SoK: Reducing the Vulnerability of Fine-tuned Language Models to Membership Inference Attacks.
CoRR
Guy Amit, Abigail Goldsteen, Ariel Farkash
2024 — conf
The Security of Deep Learning Defenses in Medical Imaging.
HealthSec@CCS
Moshe Levy, Guy Amit, Yuval Elovici, Yisroel Mirsky
2024 A* conf
Transpose Attack: Stealing Datasets with Bidirectional Training.
NDSS
Guy Amit, Moshe Levy, Yisroel Mirsky
2024 A* conf
What Was Your Prompt? A Remote Keylogging Attack on AI Assistants.
USENIX Security Symposium
Roy Weiss, Daniel Ayzenshteyn, Guy Amit, Yisroel Mirsky
2024 J jnl
What Was Your Prompt? A Remote Keylogging Attack on AI Assistants.
CoRR
Roy Weiss, Daniel Ayzenshteyn, Guy Amit, Yisroel Mirsky
2024 A* conf
YolOOD: Utilizing Object Detection Concepts for Multi-Label Out-of-Distribution Detection.
CVPR
Alon Zolfi, Guy Amit, Amit Baras, Satoru Koda, Ikuya Morikawa, Yuval Elovici, Asaf Shabtai
2024 — conf
eXplainable Random Forest.
HAII5.0@ECAI
Shlomit Gur, Guy Amit
2023 J jnl
Individualized network analysis reveals a link between the gut microbiome, diet intervention and Gestational Diabetes Mellitus.
PLoS Comput. Biol.
Yimeng Liu, Guy Amit, Xiaolei Zhao, Na Wu, Daqing Li, Amir Bashan
2023 J jnl
Transpose Attack: Stealing Datasets with Bidirectional Training.
CoRR
Guy Amit, Moshe Levy, Yisroel Mirsky
2022 A conf
Fair and accurate age prediction using distribution aware data curation and augmentation.
WACV
Yushi Cao, David Berend, Palina Tolmach, Guy Amit, Moshe Levy, Yang Liu, Asaf Shabtai, Yuval Elovici
2022 — conf
Model-informed LIME Extension for Business Process Explainability.
PMAI@IJCAI
Guy Amit, Fabiana Fournier, Shlomit Gur, Lior Limonad
2022 — conf
Situation-Aware eXplainability for Business Processes Enabled by Complex Events.
Business Process Management Workshops
Guy Amit, Fabiana Fournier, Lior Limonad, Inna Skarbovsky
2022 J jnl
The Security of Deep Learning Defences for Medical Imaging.
CoRR
Moshe Levy, Guy Amit, Yuval Elovici, Yisroel Mirsky
2022 J jnl
YolOOD: Utilizing Object Detection Concepts for Out-of-Distribution Detection.
CoRR
Alon Zolfi, Guy Amit, Amit Baras, Satoru Koda, Ikuya Morikawa, Yuval Elovici, Asaf Shabtai
2021 J jnl
A Self-Healing Mechanism for Internet of Things Devices.
IEEE Secur. Priv.
Guy Amit, Asaf Shabtai, Yuval Elovici
2021 C conf
DLP-Visor: A Hypervisor-based Data Leakage Prevention System.
ICISSP
Guy Amit, Amir Yeshooroon, Michael Kiperberg, Nezer J. Zaidenberg
2021 B conf
Efficient DLP-visor: An efficient hypervisor-based DLP.
CCGRID
Michael Kiperberg, Guy Amit, Amir Yeshooroon, Nezer J. Zaidenberg
2021 B conf
FOOD: Fast Out-Of-Distribution Detector.
IJCNN
Guy Amit, Moshe Levy, Ishai Rosenberg, Asaf Shabtai, Yuval Elovici
2021 Misc conf
To Deep or Not to Deep: Comparison of Traditional and Deep Learning Models in Disease Prediction from Electronic Health Records.
AMIA
Alon Brutzkus, Pinchas Akiva, Guy Amit
2020 J jnl
Fairness Matters - A Data-Driven Framework Towards Fair and High Performing Facial Recognition Systems.
CoRR
Yushi Cao, David Berend, Palina Tolmach, Moshe Levy, Guy Amit, Asaf Shabtai, Yuval Elovici, Yang Liu
2020 J jnl
GLOD: Gaussian Likelihood Out of Distribution Detector.
CoRR
Guy Amit, Moshe Levy, Ishai Rosenberg, Asaf Shabtai, Yuval Elovici
2020 J jnl
Neural Network Representation Control: Gaussian Isolation Machines and CVC Regularization.
CoRR
Guy Amit, Ishai Rosenberg, Moshe Levy, Ron Bitton, Asaf Shabtai, Yuval Elovici
2019 — conf
Learning from Longitudinal Mammography Studies.
MICCAI (6)
Shaked Perek, Lior Ness, Mika Amit, Ella Barkan, Guy Amit
2018 B conf
Unsupervised clustering of mammograms for outlier detection and breast density estimation.
ICPR
Tal Tlusty, Guy Amit, Rami Ben-Ari
2017 — conf
Classification of breast MRI lesions using small-size training sets: comparison of deep learning approaches.
Computer-Aided Diagnosis
Guy Amit, Rami Ben-Ari, Omer Hadad, Einat Monovich, Noa Granot, Sharbell Y. Hashoul
2017 — conf
Classification of breast lesions using cross-modal deep learning.
ISBI
Omer Hadad, Ran Bakalo, Rami Ben-Ari, Sharbell Y. Hashoul, Guy Amit
2017 — conf
Hybrid Mass Detection in Breast MRI Combining Unsupervised Saliency Analysis and Deep Learning.
MICCAI (3)
Guy Amit, Omer Hadad, Sharon Alpert, Tal Tlusty, Yaniv Gur, Rami Ben-Ari, Sharbell Y. Hashoul
2016 — conf
Medical sieve: a cognitive assistant for radiologists and cardiologists.
Computer-Aided Diagnosis
Tanveer F. Syeda-Mahmood, Eugene Walach, David Beymer, Flora Gilboa-Solomon, Mehdi Moradi, Pavel Kisilev, Deepika Kakrania, Colin B. Compas, Hongzhi Wang, Mohammadreza Negahdar, Yu Cao, Tyler Baldwin, Yufan Guo, Yaniv Gur, Deepta Rajan, Aviad Zlotnick, Simona Rabinovici-Cohen, Rami Ben-Ari, Guy Amit, Prasanth Prasanna, J. Morey, Orest B. Boyko, Sharbell Y. Hashoul
2016 J jnl
Supraventricular Tachycardia Classification in the 12-Lead ECG Using Atrial Waves Detection and a Clinically Based Tree Scheme.
IEEE J. Biomed. Health Informatics
Or Perlman, Amos Katz, Guy Amit, Yaniv Zigel
2015 — conf
Automatic Dual-View Mass Detection in Full-Field Digital Mammograms.
MICCAI (2)
Guy Amit, Sharbell Y. Hashoul, Pavel Kisilev, Boaz Ophir, Eugene Walach, Aviad Zlotnick
2014 J jnl
Atrial Electrical Activity Detection Using Linear Combination of 12-Lead ECG Signals.
IEEE Trans. Biomed. Eng.
Or Perlman, Amos Katz, Noam Weissman, Guy Amit, Yaniv Zigel
2014 — conf
Automatic learning-based selection of beam angles in radiation therapy of lung cancer.
ISBI
Guy Amit, Thomas G. Purdie, Alex Levinshtein, Andrew Hope, Patricia Lindsay, David A. Jaffray, Vladimir Pekar
2013 J jnl
The cost-effectiveness of stress testing using high-frequency QRS analysis.
Int. J. Medical Eng. Informatics
Guy Amit, Yizhar Toren, Linda R. Davrath, Eran Toledo, Shimon Abboud
2009 — —
Automatic analysis of vibro-acoustic heart signals: combining signal processing and computational learning techniques for non-invasive evaluation and monitoring of cardiac function
Guy Amit
2009 J jnl
Cluster analysis and classification of heart sounds.
Biomed. Signal Process. Control.
Guy Amit, Noam Gavriely, Nathan Intrator
2008 — conf
Acoustic Indices of Cardiac Functionality.
BIOSIGNALS (2)
Guy Amit, Jonathan Lessick, Noam Gavriely, Nathan Intrator
2006 A conf
Scalability of Multimedia Applications on Next-Generation Processors.
ICME
Guy Amit, Yaron Caspi, Ran Vitale, Adi Pinhas
2005 — conf
Real-Time H.264 Encoding by Thread-Level Parallelism: Gains and Pitfalls.
IASTED PDCS
Guy Amit, Adi Pinhas