HAWatcher: Semantics-Aware Anomaly Detection for Appified Smart Homes https://www.usenix.org/system/files/sec21-fu-chenglong.pdf
#ML #security #AnomalyDetection
#ML #security #AnomalyDetection
Hopper: Modeling and Detecting Lateral Movement https://www.usenix.org/system/files/sec21-ho.pdf
#ml #security #AnomalyDetection
Hopper: a system for detecting lateral movement based on commonly available enterprise logs.
#ml #security #AnomalyDetection
Hopper: a system for detecting lateral movement based on commonly available enterprise logs.
Cost-Aware Robust Tree Ensembles for Security Applications
In this paper, we utilize domain knowledge
to increase the attack cost of evading classifiers, specifically,
tree ensemble models that are widely used by security tasks.
https://arxiv.org/pdf/1912.01149.pdf
#ml #AdversarialML #DecisionTree
In this paper, we utilize domain knowledge
to increase the attack cost of evading classifiers, specifically,
tree ensemble models that are widely used by security tasks.
https://arxiv.org/pdf/1912.01149.pdf
#ml #AdversarialML #DecisionTree