3 papers
cs.CR2026
On the Effectiveness of Kernel-Level Evidence for Agent Security
Spencer King, Zhilu Zhang, Mikhail Kuznetsov +3
LLM agents are deployed into infrastructure that grants them broad host authority, yet existing agent-security benchmarks and defenses operate almost exclusively at the application…
cs.CR2025
PP3D: An In-Browser Vision-Based Defense Against Web Behavior Manipulation Attacks
Spencer King, Irfan Ozen, Karthika Subramani +3
Web-based behavior-manipulation attacks (BMAs) - such as scareware, fake software downloads, tech support scams, etc. - are a class of social engineering (SE) attacks that exploit…
cs.LG2025
Contextual Learning for Anomaly Detection in Tabular Data
Spencer King, Zhilu Zhang, Ruofan Yu +3
Anomaly detection is critical in domains such as cybersecurity and finance, especially when working with large-scale tabular data. Yet, unsupervised anomaly detection-where no labe…