101 citations · 197 across the 14 of their papers we have counts for
3 papers · 1 filter
Web Content Filtering through knowledge distillation of Large Language Models
Tamás Vörös, Sean Paul Bergeron, Konstantin Berlin
We introduce a state-of-the-art approach for URL categorization that leverages the power of Large Language Models (LLMs) to address the primary objectives of web content filtering:…
AI Total: Analyzing Security ML Models with Imperfect Data in Production
Awalin Sopan, Konstantin Berlin
Development of new machine learning models is typically done on manually curated data sets, making them unsuitable for evaluating the models' performance during operations, where t…
Automatic Malware Description via Attribute Tagging and Similarity Embedding
Felipe N. Ducau, Ethan M. Rudd, Tad M. Heppner +2
With the rapid proliferation and increased sophistication of malicious software (malware), detection methods no longer rely only on manually generated signatures but have also inco…