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Bobby Filar

Sublime Security

Head of AI at Sublime Security. Research on agentic systems, LLM evaluation, adversarial ML, and AI governance.

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#llms

Content tagged with "llms"

MQL Benchmark
2026-05-15
#Evaluation #Benchmarks #LLMs

A 30,000-example open-source benchmark for evaluating natural-language → DSL generation, with a public model leaderboard.

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Evaluating LLM Generated Detection Rules in Cybersecurity
2025-09-20 Anna Bertiger, Bobby Filar, Aryan Luthra, Stefano Meschiari, Aiden Mitchell, Sam Scholten, Vivek Sharath Conference on Applied Machine Learning in Information Security (CAMLIS) 2025
#LLMs #Evaluation #Cybersecurity #Featured

An open-source evaluation framework and three benchmark metrics for measuring LLM-generated cybersecurity detection rules.

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Evaluating LLM-Generated Detection Rules
2025-09-20
#Evaluation #LLMs #Cybersecurity

A benchmark and three metrics for measuring LLM-generated cybersecurity rules — CAMLIS 2025.

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BabbelPhish
2023-08-01
#LLMs #NLU

Accelerating Adoption of Domain-Specific Languages with Large Language Models.

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BabbelPhish Dataset
2023-07-15
#Datasets #LLMs

Open-source natural language to domain-specific language dataset for email security.

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