4 citations · 7 across the 7 of their papers we have counts for
7 papers
Neural Fingerprints for Adversarial Attack Detection
Haim Fisher, Moni Shahar, Yehezkel S. Resheff
Deep learning models for image classification have become standard tools in recent years. A well known vulnerability of these models is their susceptibility to adversarial examples…
Identifying Financial Institutions by Transaction Signatures
Noa Haas, Yair Horesh, Shimon Shahar +1
Financial data aggregators and Personal Financial Management (PFM) services are software products that help individuals manage personal finances by collecting information from mult…
A Statistical Approach to Inferring Business Locations Based on Purchase Behavior
Yehezkel S. Resheff, Moni Shahar
Transaction data obtained by Personal Financial Management (PFM) services from financial institutes such as banks and credit card companies contain a description string from which…
Privacy and Fairness in Recommender Systems via Adversarial Training of User Representations
Yehezkel S. Resheff, Yanai Elazar, Moni Shahar +1
Latent factor models for recommender systems represent users and items as low dimensional vectors. Privacy risks of such systems have previously been studied mostly in the context…
Fusing Multifaceted Transaction Data for User Modeling and Demographic Prediction
Yehezkel S. Resheff, Moni Shahar
Inferring user characteristics such as demographic attributes is of the utmost importance in many user-centric applications. Demographic data is an enabler of personalization, iden…
A Two-Step Disentanglement Method
Naama Hadad, Lior Wolf, Moni Shahar
We address the problem of disentanglement of factors that generate a given data into those that are correlated with the labeling and those that are not. Our solution is simpler tha…
Real-Time Video Streaming in Multi-hop Wireless Static Ad Hoc Networks
Guy Even, Yaniv Fais, Moti Medina +3
We deal with the problem of streaming multiple video streams between pairs of nodes in a multi-hop wireless ad hoc network. The nodes are static, know their locations, and are sync…