AI & ML interests

Building AI security tools for Web3 and blockchain

Recent Activity

SolidityScan CredShields Banner

CredShields on Hugging Face

CredShields blends AI automation with senior-expert auditing to secure smart contracts, protocols, and enterprise applications. We focus on predictive security, developer-first workflows, and standardized risk communication inspired by OWASP. Our flagship is SolidityScan, built to catch logic flaws before mainnet while supporting human-in-the-loop review.

Mission

  • Predict and prevent exploits before deployment.
  • Standardize risk across ecosystems with OWASP-style clarity.
  • Accelerate secure shipping with developer-first tooling and automation.

What We Publish Here

  • Models: Solidity-aware LLMs for code understanding, and reasoning.
  • Spaces: Lightweight demos for instant scans, diff-based fixes, and rule explainability.

Flagship: SolidityScan

SolidityScan powers fast, predictive scanning for developers. It augments manual reviews with AI-driven findings, risk normalization, and actionable remediation guidance—reducing audit cycle time without compromising depth.

Responsible Use

  • These models assist auditors and developers; they do not replace manual review.
  • Findings require human validation and protocol-level context before action.

Governance and Contributions

  • Use Hugging Face discussions for issues, feature requests, and disclosures.
  • We follow semantic versioning and provide changelogs and reproducible evals.
  • Contributions are welcome.

Licensing

  • Models: permissive licenses (e.g., Apache-2.0) unless otherwise specified in each repo.
  • Datasets: open licenses suitable for research and commercial audit workflows.
  • Please check each model/dataset card for exact terms.

datasets 0

None public yet