2 papers
cs.AI2026
DeepContext: Stateful Real-Time Detection of Multi-Turn Adversarial Intent Drift in LLMs
Justin Albrethsen, Yash Datta, Kunal Kumar +1
While Large Language Model (LLM) capabilities have scaled, safety guardrails remain largely stateless, treating multi-turn dialogues as a series of disconnected events. This lack o…
cs.LG2024
Spatial-Temporal Graph Representation Learning for Tactical Networks Future State Prediction
Junhua Liu, Justin Albrethsen, Lincoln Goh +2
Resource allocation in tactical ad-hoc networks presents unique challenges due to their dynamic and multi-hop nature. Accurate prediction of future network connectivity is essentia…