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@RISys-Lab

RISys-Lab

Multimodal Learning, Foundational Models, AI Safety
README.md

Welcome to Robust Intelligent Systems Lab 👋

We advance multimodal learning and develop foundation models that understand and reason about the digital and physical world. AI safety is central to our research as we work to make these systems more reliable and trustworthy.

Our Models

🌐 Domain 🤖 Model 🤗 Model Card 🗂️ Dataset
Cybersecurity tool use on Kali Linux RedSage-K 8B 🔗 ↗
Cybersecurity threat and vulnerability RedSage 8B 🔗 ↗
Vision-language commonsense reasoning ReasonCLIP 1B 🔗 ↗
Language-guided video pixel grounding. SPARROW 5B 🔗 ↗

Our Benchmarks

🌐 Domain 🧪 Benchmark 🎯 Evaluation Focus 🗂️ Dataset
Cybersecurity tool use on Kali Linux KaliBench Tool selection and natural-language-to-command generation 🔗 ↗
Fire and smoke safety SAFIRE Context-aware fire and smoke reasoning 🔗 ↗
Multilingual text-to-image generation LingT2I Cross-lingual consistency and text rendering 🔗 ↗

Pinned Loading

  1. RedSage RedSage Public

    [ICLR 2026] RedSage: A Cybersecurity Generalist LLM

    Python 65 20

  2. SPARROW SPARROW Public

    [CVPR 2026] SPARROW: Learning Spatial Precision and Temporal Referential Consistency in Pixel-Grounded Video MLLMs

    Python 12

  3. ReasonCLIP ReasonCLIP Public

    [ECCV 2026] Visually Grounded Commonsense Reasoning Surpervison for CLIP-like Models

    Python 12

  4. KaliBench KaliBench Public

    [NeurIPS 2026] KaliBench: A Fine-Grained Benchmark for Cybersecurity Tool Use on Kali Linux with Runtime-Free Verifiable Rewards

    Python 4

Repositories

Showing 8 of 8 repositories
  • KaliBench Public

    [NeurIPS 2026] KaliBench: A Fine-Grained Benchmark for Cybersecurity Tool Use on Kali Linux with Runtime-Free Verifiable Rewards

    RISys-Lab/KaliBench's past year of commit activity
    Python 4 0 0 0 Updated Oct 2, 2026
  • SAFIRE Public

    [EMNLP'26-Findings] SAFIRE: A Safety-Critical Benchmark for Fire and Smoke Scene Reasoning in Multimodal LLMs

    RISys-Lab/SAFIRE's past year of commit activity
    HTML 5 0 0 0 Updated Oct 1, 2026
  • .github Public
    RISys-Lab/.github's past year of commit activity
    0 0 0 0 Updated Sep 30, 2026
  • ReasonCLIP Public

    [ECCV 2026] Visually Grounded Commonsense Reasoning Surpervison for CLIP-like Models

    RISys-Lab/ReasonCLIP's past year of commit activity
    Python 12 0 0 0 Updated Sep 21, 2026
  • LingT2I Public

    [ACM MM 2026] On the Limitations of Cross-Lingual Consistency in Multilingual Text-to-Image Generation

    RISys-Lab/LingT2I's past year of commit activity
    Python 3 1 0 0 Updated Sep 19, 2026
  • RedSage Public

    [ICLR 2026] RedSage: A Cybersecurity Generalist LLM

    RISys-Lab/RedSage's past year of commit activity
    Python 65 20 3 1 Updated Aug 24, 2026
  • VELMA-Page Public

    Project Page for VELMA: Vision-Enabled Large Multilingual Model for All

    RISys-Lab/VELMA-Page's past year of commit activity
    HTML 0 0 0 0 Updated Jun 20, 2026
  • SPARROW Public

    [CVPR 2026] SPARROW: Learning Spatial Precision and Temporal Referential Consistency in Pixel-Grounded Video MLLMs

    RISys-Lab/SPARROW's past year of commit activity
    Python 12 0 1 0 Updated Apr 4, 2026

Top languages

Python HTML

Most used topics

cybersecurity llm