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LLM-powered, ATT&CK-grounded security log triage with RAG — turn an alert flood into a short list of explained, prioritized incidents.
Tool to reduce alert fatigue and noise in SOC environments by filtering false positives.
Deep Learning for ECG Arrhythmia Detection & Cardiac Event Prediction — 12-lead ECG classification with false alarm reduction for cardiac monitoring
Capacity-Constrained ROC gate: a deployment feasibility check that couples ROC operating points to human review capacity, with optional δ-level Poisson overload control.
Active research, in progress - literature synthesis + framework on how alert fatigue and clinician AI adoption trade off, and what deployment strategy can do about it
AI-Native Notification Engine built with FastAPI that intelligently prioritizes, delays, or suppresses notifications using deduplication, alert fatigue control, dynamic rule configuration, AI scoring, and full decision traceability.
Review enqueue only when a secret is validated. Candidates stay masked; never auto-disclose to Slack.
To associate your repository with the alert-fatigue topic, visit your repo's landing page and select "manage topics."