Guy Amit

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 28

Top Topics

Unsupervised Clustering

Linear Combination

Business Process

Top Venues

Medical Imaging: Computer-Aided Diagnosis

IEEE J. Biomed. Health Informatics

Publications

Roy Weiss, Daniel Ayzenshteyn, Guy Amit, Yisroel Mirsky
What Was Your Prompt? A Remote Keylogging Attack on AI Assistants. CoRR (2024)
Noam Koren, Abigail Goldsteen, Ariel Farkash, Guy Amit
Membership Inference Attacks Against Time-Series Models. CoRR (2024)
Guy Amit, Abigail Goldsteen, Ariel Farkash
SoK: Reducing the Vulnerability of Fine-tuned Language Models to Membership Inference Attacks. CoRR (2024)
Roy Weiss, Daniel Ayzenshteyn, Guy Amit, Yisroel Mirsky
What Was Your Prompt? A Remote Keylogging Attack on AI Assistants. USENIX Security Symposium (2024)
Fred Matanel Grabovski, Lior Yasur, Guy Amit, Yuval Elovici, Yisroel Mirsky
Back-in-Time Diffusion: Unsupervised Detection of Medical Deepfakes. CoRR (2024)
Maya Anderson, Guy Amit, Abigail Goldsteen
Is My Data in Your Retrieval Database? Membership Inference Attacks Against Retrieval Augmented Generation. CoRR (2024)
Guy Amit, Moshe Levy, Yisroel Mirsky
Transpose Attack: Stealing Datasets with Bidirectional Training. CoRR (2023)
Yimeng Liu, Guy Amit, Xiaolei Zhao, Na Wu, Daqing Li, Amir Bashan
Individualized network analysis reveals a link between the gut microbiome, diet intervention and Gestational Diabetes Mellitus. PLoS Comput. Biol. 19 (6) (2023)
Alon Zolfi, Guy Amit, Amit Baras, Satoru Koda, Ikuya Morikawa, Yuval Elovici, Asaf Shabtai
YolOOD: Utilizing Object Detection Concepts for Out-of-Distribution Detection. CoRR (2022)
Yushi Cao, David Berend, Palina Tolmach, Guy Amit, Moshe Levy, Yang Liu, Asaf Shabtai, Yuval Elovici
Fair and accurate age prediction using distribution aware data curation and augmentation. WACV (2022)
Guy Amit, Fabiana Fournier, Lior Limonad, Inna Skarbovsky
Situation-Aware eXplainability for Business Processes Enabled by Complex Events. Business Process Management Workshops (2022)
Guy Amit, Fabiana Fournier, Shlomit Gur, Lior Limonad
Model-informed LIME Extension for Business Process Explainability. PMAI@IJCAI (2022)
Moshe Levy, Guy Amit, Yuval Elovici, Yisroel Mirsky
The Security of Deep Learning Defences for Medical Imaging. CoRR (2022)
Guy Amit, Moshe Levy, Ishai Rosenberg, Asaf Shabtai, Yuval Elovici
FOOD: Fast Out-Of-Distribution Detector. IJCNN (2021)
Guy Amit, Amir Yeshooroon, Michael Kiperberg, Nezer J. Zaidenberg
DLP-Visor: A Hypervisor-based Data Leakage Prevention System. ICISSP (2021)
Michael Kiperberg, Guy Amit, Amir Yeshooroon, Nezer J. Zaidenberg
Efficient DLP-visor: An efficient hypervisor-based DLP. CCGRID (2021)
Guy Amit, Asaf Shabtai, Yuval Elovici
A Self-Healing Mechanism for Internet of Things Devices. IEEE Secur. Priv. 19 (1) (2021)
Alon Brutzkus, Pinchas Akiva, Guy Amit
To Deep or Not to Deep: Comparison of Traditional and Deep Learning Models in Disease Prediction from Electronic Health Records. AMIA (2021)
Guy Amit, Ishai Rosenberg, Moshe Levy, Ron Bitton, Asaf Shabtai, Yuval Elovici
Neural Network Representation Control: Gaussian Isolation Machines and CVC Regularization. CoRR (2020)
Guy Amit, Moshe Levy, Ishai Rosenberg, Asaf Shabtai, Yuval Elovici
GLOD: Gaussian Likelihood Out of Distribution Detector. CoRR (2020)
Yushi Cao, David Berend, Palina Tolmach, Moshe Levy, Guy Amit, Asaf Shabtai, Yuval Elovici, Yang Liu
Fairness Matters - A Data-Driven Framework Towards Fair and High Performing Facial Recognition Systems. CoRR (2020)
Shaked Perek, Lior Ness, Mika Amit, Ella Barkan, Guy Amit
Learning from Longitudinal Mammography Studies. MICCAI (6) (2019)
Tal Tlusty, Guy Amit, Rami Ben-Ari
Unsupervised clustering of mammograms for outlier detection and breast density estimation. ICPR (2018)
Guy Amit, Omer Hadad, Sharon Alpert, Tal Tlusty, Yaniv Gur, Rami Ben-Ari, Sharbell Y. Hashoul
Hybrid Mass Detection in Breast MRI Combining Unsupervised Saliency Analysis and Deep Learning. MICCAI (3) (2017)
Guy Amit, Rami Ben-Ari, Omer Hadad, Einat Monovich, Noa Granot, Sharbell Y. Hashoul
Classification of breast MRI lesions using small-size training sets: comparison of deep learning approaches. Medical Imaging: Computer-Aided Diagnosis (2017)
Omer Hadad, Ran Bakalo, Rami Ben-Ari, Sharbell Y. Hashoul, Guy Amit
Classification of breast lesions using cross-modal deep learning. ISBI (2017)
Or Perlman, Amos Katz, Guy Amit, Yaniv Zigel
Supraventricular Tachycardia Classification in the 12-Lead ECG Using Atrial Waves Detection and a Clinically Based Tree Scheme. IEEE J. Biomed. Health Informatics 20 (6) (2016)
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
Medical sieve: a cognitive assistant for radiologists and cardiologists. Medical Imaging: Computer-Aided Diagnosis (2016)
Guy Amit, Sharbell Y. Hashoul, Pavel Kisilev, Boaz Ophir, Eugene Walach, Aviad Zlotnick
Automatic Dual-View Mass Detection in Full-Field Digital Mammograms. MICCAI (2) (2015)
Guy Amit, Thomas G. Purdie, Alex Levinshtein, Andrew Hope, Patricia Lindsay, David A. Jaffray, Vladimir Pekar
Automatic learning-based selection of beam angles in radiation therapy of lung cancer. ISBI (2014)
Or Perlman, Amos Katz, Noam Weissman, Guy Amit, Yaniv Zigel
Atrial Electrical Activity Detection Using Linear Combination of 12-Lead ECG Signals. IEEE Trans. Biomed. Eng. 61 (4) (2014)
Guy Amit, Yizhar Toren, Linda R. Davrath, Eran Toledo, Shimon Abboud
The cost-effectiveness of stress testing using high-frequency QRS analysis. Int. J. Medical Eng. Informatics 5 (1) (2013)
Guy Amit, Noam Gavriely, Nathan Intrator
Cluster analysis and classification of heart sounds. Biomed. Signal Process. Control. 4 (1) (2009)
Guy Amit, Jonathan Lessick, Noam Gavriely, Nathan Intrator
Acoustic Indices of Cardiac Functionality. BIOSIGNALS (2) (2008)
Guy Amit, Yaron Caspi, Ran Vitale, Adi Pinhas
Scalability of Multimedia Applications on Next-Generation Processors. ICME (2006)
Guy Amit, Adi Pinhas
Real-Time H.264 Encoding by Thread-Level Parallelism: Gains and Pitfalls. IASTED PDCS (2005)