alert triage 1chain-of-thought reasoning 1confidence calibration 1large language models 1self-training 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.LG2026
Cybersecurity Detection Classification with Reasoning-enabled Language Models
Amol Khanna, Manu Nandan, Cristian Viorel Popa +10
The paper introduces a chain-of-thought reasoning classifier built on large language models to triage Windows endpoint security alerts, using a calibrated confidence estimator to i…
cs.LG2026
ML-Powered LDAP Reconnaissance Detection using Weak Supervision
Shaefer Drew, Edward Raff, Michael Brautbar +6
Lightweight Directory Access Protocol (LDAP) is a protocol that allows users to query and modify Active Directory (AD) data. By default, all users have read access to all AD data t…