CVE-2026-41712
HIGHCVE-2026-41712 is a high-severity (CVSS 7.5) Incorrect Default Permissions vulnerability in org.springframework.ai:spring-ai-client-chat. O3 Security confirms whether CVE-2026-41712 is actually reachable in your code before you act, and blocks exploitation at runtime until you patch.
ChatMemory DEFAULT_CONVERSATION_ID causes unintended cross-user data leakage
Exploitation Status
No confirmed exploitation observed yet
- CISA assesses this as automatable — exploitation doesn’t require manual, per-target effort, which raises the odds of mass scanning and opportunistic attacks.
- CISA’s own triage has not observed active exploitation or public proof-of-concept code for this CVE as of its last assessment.
Exploitation and automatability from CISA’s SSVC triage for CVE-2026-41712.
EPSS Exploitation Probability
EPSS (Exploit Prediction Scoring System) is a daily probability model maintained by FIRST.org. It estimates the likelihood a CVE will be exploited in production environments within the next 30 days, derived from real-world threat intelligence signals.
How urgent is this, really
CVE-2026-41712 plotted by exploitation likelihood (EPSS) against impact (CVSS). The shaded corner — EPSS 50%+ and CVSS 7.0+ — is where this CVE doesn't sit, though severity or exploitability alone can still warrant action.
Where this sits among everything scored
Of 356,453 CVEs with a current EPSS score, this one falls in the < 10% band (highlighted). Real counts from FIRST.org, not a sample — log-scaled since the landscape is heavily right-skewed.
Real-World Exposure
org.springframework.ai:spring-ai-client-chat☕org.springframework.ai:spring-ai-client-chat☕org.springframework.ai:spring-ai-client-chat☕org.springframework.ai:spring-ai-model☕org.springframework.ai:spring-ai-model☕org.springframework.ai:spring-ai-model☕org.springframework.ai:spring-ai-advisors-vector-store☕org.springframework.ai:spring-ai-advisors-vector-store+1 moreReal-time download stats are indexed for npm and PyPI packages. This vulnerability affects Maven packages — download data is not available via public APIs for these ecosystems.
Description
Spring AI's chat memory component contained a problematic default that, when not explicitly overridden, could result in unintended data exposure between users.
Affected Packages
| Ecosystem | Package | Vulnerable range | Fix |
|---|---|---|---|
| ☕Maven | org.springframework.ai:spring-ai-client-chat | all versions | 1.0.7 |
| ☕Maven | org.springframework.ai:spring-ai-client-chat | ≥ 1.1.0-M1&&< 1.1.6 | 1.1.6 |
| ☕Maven | org.springframework.ai:spring-ai-client-chat | ≥ 2.0.0-M1&&< 2.0.0-M6 | 2.0.0-M6 |
| ☕Maven | org.springframework.ai:spring-ai-model | all versions | 1.0.7 |
| ☕Maven | org.springframework.ai:spring-ai-model | ≥ 1.1.0-M1&&< 1.1.6 | 1.1.6 |
| ☕Maven | org.springframework.ai:spring-ai-model | ≥ 2.0.0-M1&&< 2.0.0-M6 | 2.0.0-M6 |
Detection & mitigation playbook
Open-source dependencyDetect
Scan your dependency tree (package-lock.json, pnpm-lock.yaml, requirements.txt, go.sum, etc.) for org.springframework.ai:spring-ai-client-chat. O3's reachability analysis confirms whether the vulnerable code path is actually invoked in your application, so you act on real exposure instead of every transitive match.
Fix
Update org.springframework.ai:spring-ai-client-chat to 1.0.7 or later, then make sure no transitive (indirect) dependency still pins the vulnerable range — O3 confirms CVE-2026-41712 is resolved across your whole dependency graph.
Workarounds
If you can't upgrade right away: gate or disable the affected feature, validate untrusted input at the boundary, and avoid passing attacker-controlled data into the vulnerable path. O3's runtime protection blocks exploitation in production as an interim safeguard until the upgrade lands.
How O3 protects you
O3 pinpoints whether CVE-2026-41712 is reachable in your code and exactly where to fix it, then blocks exploitation in production at runtime until the patched version is deployed.
Tailored to CVE-2026-41712. Runtime protection reduces exposure until a permanent patch is applied and verified — it complements patching, it doesn't replace it.
Frequently Asked Questions
Is CVE-2026-41712 in your dependencies?
O3 detects CVE-2026-41712 across Maven dependencies and uses function-level reachability to confirm whether the vulnerable code path is actually reachable — not just present. No false positives.