1.5k citations · 3.1k across the 169 of their papers we have counts for
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FRAUDability: Estimating Users' Susceptibility to Financial Fraud Using Adversarial Machine Learning
Chen Doytshman, Satoru Momiyama, Inderjeet Singh +2
In recent years, financial fraud detection systems have become very efficient at detecting fraud, which is a major threat faced by e-commerce platforms. Such systems often include…
QuantAttack: Exploiting Dynamic Quantization to Attack Vision Transformers
Amit Baras, Alon Zolfi, Yuval Elovici +1
In recent years, there has been a significant trend in deep neural networks (DNNs), particularly transformer-based models, of developing ever-larger and more capable models. While…
Rethinking Satellite Cybersecurity: A System-Level Taxonomy and Longitudinal Analysis
Roy Peled, Eran Aizikovich, Edan Habler +2
Satellite systems are increasingly targeted by cyber and electronic-warfare adversaries as their roles in communication, navigation, Earth observation, and defense expand. Existing…
Detecting Anomalous Network Communication Patterns Using Graph Convolutional Networks
Yizhak Vaisman, Gilad Katz, Yuval Elovici +1
To protect an organizations' endpoints from sophisticated cyberattacks, advanced detection methods are required. In this research, we present GCNetOmaly: a graph convolutional netw…
IC-SECURE: Intelligent System for Assisting Security Experts in Generating Playbooks for Automated Incident Response
Ryuta Kremer, Prasanna N. Wudali, Satoru Momiyama +4
Security orchestration, automation, and response (SOAR) systems ingest alerts from security information and event management (SIEM) system, and then trigger relevant playbooks that…
SoK: Security Below the OS -- A Security Analysis of UEFI
Priyanka Prakash Surve, Oleg Brodt, Mark Yampolskiy +2
The Unified Extensible Firmware Interface (UEFI) is a linchpin of modern computing systems, governing secure system initialization and booting. This paper is urgently needed becaus…