3 papers
cs.CR2026
FinRED: An Expert-Guided Benchmark Generation and Evaluation Framework for Financial LLM Red-Teaming
Chaeyun Kim, Daeyoung Park, Junghwan Kim +4
Existing safety benchmarks target general adversarial scenarios but miss finance-specific risks. Financial LLMs face regulatory compliance violations, fraud facilitation, and syste…
cs.LG2026
ASTRA: A Scalable Next-Generation ATCO Training Simulator with Autonomous Simpilots
Ethan Chew, Enjia Wu, Iruss Eng +11
Air Traffic Control Operators (ATCOs) are vital in ensuring the safe, orderly, and efficient flow of air traffic, yet training capacity is constrained by reliance on specialized hu…
cs.LG2025
Adapting Automatic Speech Recognition for Accented Air Traffic Control Communications
Marcus Yu Zhe Wee, Justin Juin Hng Wong, Lynus Lim +6
Effective communication in Air Traffic Control (ATC) is critical to maintaining aviation safety, yet the challenges posed by accented English remain largely unaddressed in Automati…