64 citations · 75 across the 10 of their papers we have counts for
4 papers · 1 filter
FedAT: Federated Adversarial Training for Distributed Insider Threat Detection
R G Gayathri, Atul Sajjanhar, Md Palash Uddin +1
Insider threats usually occur from within the workplace, where the attacker is an entity closely associated with the organization. The sequence of actions the entities take on the…
Hybrid Deep Learning Model using SPCAGAN Augmentation for Insider Threat Analysis
R G Gayathri, Atul Sajjanhar, Yong Xiang
Cyberattacks from within an organization's trusted entities are known as insider threats. Anomaly detection using deep learning requires comprehensive data, but insider threat data…
Anomaly Detection for Scenario-based Insider Activities using CGAN Augmented Data
R G Gayathri, Atul Sajjanhar, Yong Xiang +1
Insider threats are the cyber attacks from within the trusted entities of an organization. Lack of real-world data and issue of data imbalance leave insider threat analysis an unde…
Image-Based Feature Representation for Insider Threat Classification
Gayathri R G, Atul Sajjanhar, Yong Xiang
Insiders are the trusted entities in the organization, but poses threat to the with access to sensitive information network and resources. The insider threat detection is a well st…