A free, open-source, globally available tool for DNA sequence screening
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Updated
Jul 16, 2026 - Python
A free, open-source, globally available tool for DNA sequence screening
Implementation of FoldMark: Safeguarding Protein Structure Generative Models with Distributional and Evolutionary Watermarking
Injecting watermarks to protein sequences for privacy protection in biosecurity
Fast multi-threaded sequence filtration using k-mers
Pre-etiologic zoonotic-spillover risk forecasting at 25 km tile resolution. Methodology, 25-event validation cohort, 8-layer governance framework, MCP server source, regulatory pathway. Aqta Technologies Limited (Dublin).
Reproducible, evergreen benchmark for LLM refusal on biological research prompts — 19 models, 141 prompts, 13,389 adjudicated trials
Reference-free, privacy-preserving wastewater pathogen surveillance for federated hospital networks. DNABERT-2 embeddings + Transformer-encoder VAE detect emerging anomaly clusters in unclassified reads. AIxBio Hackathon Track 2, Apart Research.
ESM-2 protein-retrieval failure-mode study with preregistered evidence, calibration analysis, and explicit curation limits.
Fruit fly introduction risk dashboard for USDA APHIS PPQ. Dual frontend: Leaflet.js geospatial dashboard + Streamlit analytics platform (Poisson GLM, Pseudo-R² 0.68). Covers 6 invasive species across air passenger & cargo pathways. USDA × CSU Hackathon 2026.
Invariant is an open-source, cryptographic command-validation firewall that sits between AI models and actuators to provide provable, deterministic safety profiles and append-only signed audit logs for physical systems like robotics and biosynthesis lines.
AI-powered livestock disease diagnosis platform using Gemini AI to analyze symptoms, map local outbreaks on a live GIS layer, and generate vet PDF reports — built as an offline-capable PWA with React, FastAPI, and MongoDB
CRC-Screen: Certified DNA-Synthesis Hazard Screening Under Taxonomic Shift
A data science platform for various problems in coronavirus research.
The website for biosecurity.world
Project MOSAIC provides an open-source, Protein-Aware Mock Screener tool designed to defend against "context-scrubbed" multi-agent LLM workflows.
Mapping the distribution of high-containment laboratories and projected climate-related hazards
🧬🛡️ Function-aware DNA synthesis screening against AI-designed biological threats | ESM-2 3B + contrastive learning | AUROC 0.998 | 99.3% detection at <40% identity
Investigation into ML explainability/interpretability techniques, analysing the behaviour of ML models trained to predict whether a medical abstract is or is not related to pathogens.
Curated biosecurity rule taxonomy and synthetic training corpus for safety classification research.
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