Closing the ZCG Vulnerability Bounty Program
Software security is entering a new phase. AI-assisted development and analysis tools are changing not only how software is written, but how vulnerabilities are found, reported, duplicated, and remediated.
For defenders, this is a major opportunity. AI is increasingly useful at well-scoped “needle in the haystack” tasks: finding every place a security invariant is enforced, comparing similar logic across implementations, identifying stale assumptions, and tracing whether a particular check still protects the thing it was designed to protect. In a large codebase, that can surface vulnerabilities that have been visible in source for years but practically hidden behind scale, complexity, and human attention limits.
But the same shift also changes the economics of vulnerability disclosure. Tasks that once required days or weeks of manual research can now be attempted in hours. While this is highly beneficial when it results in a carefully validated report, it becomes harmful when it generates a stream of speculative, duplicated, or AI-hallucinated submissions that still require serious human triage.
The curl project has already lived through this transition. Daniel Stenberg, curl’s creator and lead maintainer, first described the burden of AI-generated vulnerability reports as “death by a thousand slops.” In early 2026, curl ended its monetary bug bounty after an “explosion in AI slop reports” and a sharp drop in confirmed vulnerability rate. A few months later, after incentives changed, Stenberg described a new phase: the slop problem had largely disappeared, and “almost every security report now uses AI” while the reports were “mostly very high quality”. Zcash is now on the same path Stenberg charted.
The first phase is complete. We’ve reduced the short-term risks introduced by these new models, tools, and capabilities. Even after this short period of time, we are seeing the same curve begin to form. The vulnerability program has helped surface and resolve important issues, and the ecosystem is stronger because of the researchers who have contributed high-quality reports. We are grateful for that work.
At the same time, the bounty model is still attracting a growing volume of duplicate, low-signal, and speculative submissions across Zcash repositories. Some are useful. Many are not. Every report, even a flawed one, must be treated with care until it is understood. That work pulls scarce engineering and security attention away from remediation, audits, releases, and other user-protecting work.
For that reason, effective today, the ZCG Security & Vulnerability Disclosure Initiative is closed, and with it the ZCG Vulnerability Bounty Program. The responsible disclosure process remains open, and we still encourage researchers to report valid, reproducible vulnerabilities through the appropriate private channels. However, under current conditions, we cannot incentivize the disclosure lottery that exists today. Reports already submitted before this announcement will be handled under the terms that applied at the time of submission.
Structured security work continues. Least Authority remains Zcash Ecosystem Security Lead, covering audits, vulnerability coordination, and expert consultation, with ZCG funding work that incorporates AI into the auditing process. This work remains central to strengthening Zcash over the long term.
ZCG is also working with Zellic on access to V12, an AI-assisted auditing platform that combines LLM-based analysis with traditional static analysis. Tools like this point toward a more sustainable model: proactive, repeatable, high-signal review that helps core teams find and fix issues before they become public disclosure events.
We thank every researcher, engineer, auditor, and maintainer who has helped improve Zcash security. The disclosure process remains open. High-quality, good-faith security reports remain welcome. Our commitment remains unchanged: to protect Zcash users, strengthen the protocol, and continuously improve the ecosystem’s security as the threat landscape evolves.
Thanks,
Zcash Community Grants Committee (ZCG)

