1.5k citations · 2.3k across the 133 of their papers we have counts for
7 papers · 1 filter
Using LSTM Encoder-Decoder Algorithm for Detecting Anomalous ADS-B Messages
Edan Habler, Asaf Shabtai
Although the ADS-B system is going to play a major role in the safe navigation of airplanes and air traffic control (ATC) management, it is also well known for its lack of security…
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…
Detection of Malicious and Low Throughput Data Exfiltration Over the DNS Protocol
Asaf Nadler, Avi Aminov, Asaf Shabtai
In the presence of security countermeasures, a malware designed for data exfiltration must do so using a covert channel to achieve its goal. Among existing covert channels stands t…
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…
SIPHON: Towards Scalable High-Interaction Physical Honeypots
Juan Guarnizo, Amit Tambe, Suman Sankar Bhunia +4
In recent years, the emerging Internet-of-Things (IoT) has led to rising concerns about the security of networked embedded devices. In this work, we focus on the adaptation of Hone…
Classification of Smartphone Users Using Internet Traffic
Andrey Finkelstein, Ron Biton, Rami Puzis +1
Today, smartphone devices are owned by a large portion of the population and have become a very popular platform for accessing the Internet. Smartphones provide the user with immed…