3 citations · 10 across the 17 of their papers we have counts for
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Benchmarking Open-Source Safety Guard Models: A Comprehensive Evaluation
Reetu Raj Harsh, Bhaskarjit Sarmah, Stefano Pasquali
As Large Language Models (LLMs) are increasingly deployed in safety-critical applications, robust content moderation becomes essential. We present a comprehensive evaluation of 14…
FinReflectKG -- HalluBench: GraphRAG Hallucination Benchmark for Financial Question Answering Systems
Mahesh Kumar, Bhaskarjit Sarmah, Stefano Pasquali
As organizations increasingly integrate AI-powered question-answering systems into financial information systems for compliance, risk assessment, and decision support, ensuring the…
Risk-Adjusted Harm Scoring for Automated Red Teaming for LLMs in Financial Services
Fabrizio Dimino, Bhaskarjit Sarmah, Stefano Pasquali
Existing LLM safety evaluations rely on binary attack-success rates and domain-agnostic taxonomies, leaving regulated Banking, Financial Services, and Insurance (BFSI) deployments…