12 citations · 15 across the 5 of their papers we have counts for
5 papers
The Adversarial Implications of Variable-Time Inference
Dudi Biton, Aditi Misra, Efrat Levy +6
Machine learning (ML) models are known to be vulnerable to a number of attacks that target the integrity of their predictions or the privacy of their training data. To carry out th…
EyeDAS: Securing Perception of Autonomous Cars Against the Stereoblindness Syndrome
Efrat Levy, Ben Nassi, Raz Swissa +1
The ability to detect whether an object is a 2D or 3D object is extremely important in autonomous driving, since a detection error can have life-threatening consequences, endangeri…
AnoMili: Spoofing Prevention and Explainable Anomaly Detection for the 1553 Military Avionic Bus
Efrat Levy, Nadav Maman, Asaf Shabtai +1
MIL-STD-1553, a standard that defines a communication bus for interconnected devices, is widely used in military and aerospace avionic platforms. Due to its lack of security mechan…
CAN-LOC: Spoofing Detection and Physical Intrusion Localization on an In-Vehicle CAN Bus Based on Deep Features of Voltage Signals
Efrat Levy, Asaf Shabtai, Bogdan Groza +2
The Controller Area Network (CAN) is used for communication between in-vehicle devices. The CAN bus has been shown to be vulnerable to remote attacks. To harden vehicles against su…
RadArnomaly: Protecting Radar Systems from Data Manipulation Attacks
Shai Cohen, Efrat Levy, Avi Shaked +3
Radar systems are mainly used for tracking aircraft, missiles, satellites, and watercraft. In many cases, information regarding the objects detected by the radar system is sent to,…