Gabriela Ciocarlie

MCI : Modeling-based Causality Inference in Audit Logging for Attack Investigation

Yonghwi Kwon, Fei Wang, Weihang Wang et al. · 2018 · 111 citations · Full text

Detecting anomalies in cellular networks using an ensemble method

Gabriela Ciocarlie, Ulf Lindqvist, Szabolcs Nováczki et al. · 2013 · 68 citations

Anomaly Detection, Machine Learning, Engineering +18

TRACE: Enterprise-Wide Provenance Tracking for Real-Time APT Detection

Hassaan Irshad, Gabriela Ciocarlie, Ashish Gehani et al. · IEEE Transactions on Information Forensics and Security · 2021 · 59 citations

Software Maintenance, Present Trace, Real-time Apt Detection +20

Communication Pattern Monitoring: Improving the Utility of Anomaly Detection for Industrial Control Systems

Man-Ki Yoon, Gabriela Ciocarlie · 2014 · 47 citations

Anomaly Detection, Engineering, Industrial Engineering +13

ALchemist: Fusing Application and Audit Logs for Precise Attack Provenance without Instrumentation

Le Yu, Shiqing Ma, Zhuo Zhang et al. · 2021 · 37 citations · Full text