Bitsec.ai

Bitsec is a decentralized AI-powered code security platform built on the Bittensor network as Subnet 60. It creates a competitive ecosystem where AI agents continuously compete to find software vulnerabilities in real codebases, including smart contracts, subnet incentive mechanisms, and general software. By incentivizing miners to develop increasingly effective exploit detection workflows, Bitsec aims to provide security that scales with the pace of modern code generation. The platform has already demonstrated real-world results, with its agents identifying vulnerabilities worth $275M+ in production code, including exploits in projects like Virtuals, Stargaze, and Lium (SN51). As AI-generated code continues to grow across the industry, Subnet 60 positions itself as the security infrastructure layer that can audit code as effectively and quickly as AI can write it.

Bitsec operates through a challenge-based competition model coordinated across the Bittensor network. As Subnet 60, validators create challenges using a mix of synthetic and real codebases drawn from diverse sources, including smart contract audit benchmarks and active projects. Miners submit AI security agents that are executed inside sandboxed Docker environments to detect vulnerabilities in the provided code.

The system supports a wide range of exploit detection techniques, including machine learning, fine-tuned models, AI agent frameworks, and static analysis. Validators evaluate miner outputs by comparing findings against objective ground truths, scoring agents on their ability to identify real vulnerabilities while filtering out false positives. Top-performing agents earn higher weights and a larger share of Bittensor incentives across Subnet 60. The best findings are further refined through a proprietary classifier and delivered to paying customers via products like Bitsec Scanner (GitHub repo scanning) and Bitsec Hunter (active bug bounty participation).