Improving Methodologies for Agentic Evaluations Across Domains: Leakage of Sensitive Information, Fraud and Cybersecurity Threats. - Ee Wei Seah; Yongsen Zheng; Naga Nikshith; Mahran Morsidi; Gabriel Waikin Loh Matienzo; Nigel Gay; Akriti Vij; Benjamin Chua; En Qi Ng; Sharmini Johnson; Vanessa Wilfred; Wan Sie Lee; et al. (CoRR, 2026)