1.5k citations · 3.1k across the 169 of their papers we have counts for
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aIR-Jumper: Covert Air-Gap Exfiltration/Infiltration via Security Cameras & Infrared (IR)
Mordechai Guri, Dima Bykhovsky, Yuval Elovici
Infrared (IR) light is invisible to humans, but cameras are optically sensitive to this type of light. In this paper, we show how attackers can use surveillance cameras and infrare…
Detection of Unauthorized IoT Devices Using Machine Learning Techniques
Yair Meidan, Michael Bohadana, Asaf Shabtai +4
Security experts have demonstrated numerous risks imposed by Internet of Things (IoT) devices on organizations. Due to the widespread adoption of such devices, their diversity, sta…
Power Consumption-based Detection of Sabotage Attacks in Additive Manufacturing
Samuel B. Moore, Jacob Gatlin, Sofia Belikovetsky +3
Additive Manufacturing (AM), a.k.a. 3D Printing, is increasingly used to manufacture functional parts of safety-critical systems. AM's dependence on computerization raises the conc…
Temporal Pattern Discovery for Accurate Sepsis Diagnosis in ICU Patients
Eitam Sheetrit, Nir Nissim, Denis Klimov +3
Sepsis is a condition caused by the body's overwhelming and life-threatening response to infection, which can lead to tissue damage, organ failure, and finally death. Common signs…
Protecting Military Avionics Platforms from Attacks on MIL-STD-1553 Communication Bus
Orly Stan, Yuval Elovici, Asaf Shabtai +3
MIL-STD-1553 is a military standard that defines the physical and logical layers, and a command/response time division multiplexing of a communication bus used in military and aero…
Generic Black-Box End-to-End Attack Against State of the Art API Call Based Malware Classifiers
Ishai Rosenberg, Asaf Shabtai, Lior Rokach +1
In this paper, we present a black-box attack against API call based machine learning malware classifiers, focusing on generating adversarial sequences combining API calls and stati…