189 citations · 377 across the 14 of their papers we have counts for
3 papers · 1 filter
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…
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…
Evaluating the Cybersecurity Risk of Real World, Machine Learning Production Systems
Ron Bitton, Nadav Maman, Inderjeet Singh +3
Although cyberattacks on machine learning (ML) production systems can be harmful, today, security practitioners are ill equipped, lacking methodologies and tactical tools that woul…