1.5k citations · 1.5k across the 6 of their papers we have counts for
3 papers · 1 filter
Stop Bugging Me! Evading Modern-Day Wiretapping Using Adversarial Perturbations
Yael Mathov, Tal Ben Senior, Asaf Shabtai +1
Mass surveillance systems for voice over IP (VoIP) conversations pose a great risk to privacy. These automated systems use learning models to analyze conversations, and calls that…
Taking Over the Stock Market: Adversarial Perturbations Against Algorithmic Traders
Elior Nehemya, Yael Mathov, Asaf Shabtai +1
In recent years, machine learning has become prevalent in numerous tasks, including algorithmic trading. Stock market traders utilize machine learning models to predict the market'…
Not All Datasets Are Born Equal: On Heterogeneous Data and Adversarial Examples
Yael Mathov, Eden Levy, Ziv Katzir +2
Recent work on adversarial learning has focused mainly on neural networks and domains where those networks excel, such as computer vision, or audio processing. The data in these do…