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@USC-FORTIS

USC Fortis Lab

Foundations Of Reliable and Trustworthy Intelligent Systems Lab

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  1. AD-LLM 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 scripts and data for GPT-4 and Llama…

    Python 44 9

  2. NLP-ADBench NLP-ADBench Public

    [EMNLP Findings 2025]. NLP-ADBench is a comprehensive benchmarking tool designed for Anomaly Detection in Natural Language Processing (NLP).

    Python 21 2

Repositories

Showing 7 of 7 repositories
  • CSCI566-F26 Public

    Official Website for CSCI 566 Deep Learning and its Applications @ USC Fall 2026

    USC-FORTIS/CSCI566-F26's past year of commit activity
    HTML 1 0 0 0 Updated Oct 5, 2026
  • CSCI566-S25 Public Forked from USC-FORTIS/CSCI566-S24

    Official Website for CSCI 566 Deep Learning and its Applications @ USC Spring 2025

    USC-FORTIS/CSCI566-S25's past year of commit activity
    HTML 1 2 0 0 Updated Aug 10, 2026
  • AD-AGENT Public

    A multi-agent framework to fully automate anomaly detection in different modalities, tabular, graph, time series, and more (work in progress)!

    USC-FORTIS/AD-AGENT's past year of commit activity
    Python 104 BSD-2-Clause 34 0 0 Updated Apr 24, 2026
  • CSCI699-S26 Public Forked from USC-FORTIS/CSCI566-S25

    Official Website for CSCI 699 Adversarial and Trustworthy Foundation Models @ USC Spring 2026

    USC-FORTIS/CSCI699-S26's past year of commit activity
    HTML 1 2 0 0 Updated Apr 22, 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 scripts and data for GPT-4 and Llama experiments.

    USC-FORTIS/AD-LLM's past year of commit activity
    Python 44 MIT 9 0 0 Updated Oct 9, 2025
  • NLP-ADBench Public

    [EMNLP Findings 2025]. NLP-ADBench is a comprehensive benchmarking tool designed for Anomaly Detection in Natural Language Processing (NLP).

    USC-FORTIS/NLP-ADBench's past year of commit activity
    Python 21 MIT 2 0 0 Updated Oct 9, 2025
  • CSCI566-S24 Public

    Official Website for CSCI 566 Deep Learning and its Applications @ USC Spring 2024

    USC-FORTIS/CSCI566-S24's past year of commit activity
    HTML 2 2 0 0 Updated Apr 5, 2024

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