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    6 repositories

    • AD-AGENT

      Public
      A multi-agent framework to fully automate anomaly detection in different modalities, tabular, graph, time series, and more (work in progress)!
      multi-agentoutlier-detectionanomaly-detectionoutlierllm
      Python
      •
      BSD 2-Clause "Simplified" License
      •31•86•0•0•Updated Feb 19, 2026Feb 19, 2026

    • CSCI699-S26

      Public
      Official Website for CSCI 699 Adversarial and Trustworthy Foundation Models @ USC Spring 2026
      HTML
      •2•2•0•0•Updated Jan 21, 2026Jan 21, 2026

    • AD-LLM

      Public
      [ACL Findings 2025] A benchmark for anomaly detection using large language models. It supports zero-shot detection, data augmentation, and model selection, with…
      benchmarkoutlier-detectionanomaly-detectionlarge-language-modelsllms
      Python
      •
      MIT License
      •8•40•1•0•Updated Oct 9, 2025Oct 9, 2025

    • NLP-ADBench

      Public
      [EMNLP Findings 2025]. NLP-ADBench is a comprehensive benchmarking tool designed for Anomaly Detection in Natural Language Processing (NLP).
      nlpanomalyanomaly-detection
      Python
      •
      MIT License
      •1•21•0•0•Updated Oct 9, 2025Oct 9, 2025

    • CSCI566-S25

      Public
      Official Website for CSCI 566 Deep Learning and its Applications @ USC Spring 2025
      HTML
      •2•1•0•0•Updated Apr 11, 2025Apr 11, 2025

    • CSCI566-S24

      Public
      Official Website for CSCI 566 Deep Learning and its Applications @ USC Spring 2024
      HTML
      •2•2•0•0•Updated Apr 5, 2024Apr 5, 2024