32 citations · 53 across the 7 of their papers we have counts for
Showing 2020Show all
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cs.CR2020★ 32 cited
Poisoning Attacks on Cyber Attack Detectors for Industrial Control Systems
Moshe Kravchik, Battista Biggio, Asaf Shabtai
Recently, neural network (NN)-based methods, including autoencoders, have been proposed for the detection of cyber attacks targeting industrial control systems (ICSs). Such detecto…
cs.CV2020
The Translucent Patch: A Physical and Universal Attack on Object Detectors
Alon Zolfi, Moshe Kravchik, Yuval Elovici +1
Physical adversarial attacks against object detectors have seen increasing success in recent years. However, these attacks require direct access to the object of interest in order…
cs.LG2020★ 1 cited
Can't Boil This Frog: Robustness of Online-Trained Autoencoder-Based Anomaly Detectors to Adversarial Poisoning Attacks
Moshe Kravchik, Asaf Shabtai
In recent years, a variety of effective neural network-based methods for anomaly and cyber attack detection in industrial control systems (ICSs) have been demonstrated in the liter…