Demystifying the Mythos or Disrupting Bugonomics? from Zero-Day Asymmetry to Defender Remediation Throughput

Recent demonstrations of large language models producing candidate and confirmed vulnerabilities in production software have renewed the narrative that AI will reshape offensive and defensive security. Headlines emphasize capability; they rarely interrogate costs and incentives. This paper examin...

AZL-87269 CVE-2026-39824 affecting package kata-containers-preview 3.27.0~preview2-2

NewNTUnicodeString does not check for string length overflow. When provided with a string that overflows the maximum size of a NTUnicodeString a 16-bit number of bytes, it returns a truncated string rather than an error...

CVE-2026-39968

TypeBot is a chatbot builder tool. In versions 3.15.2 and prior, the fix for GHSA-4xc5-wfwc-jw47 "Credential Theft via Client-Side Script Execution and API Authorization Bypass" is incomplete. While the builder's getCredentials tRPC endpoint was patched with workspace membership checks, the...

EUVD-2026-31481

TypeBot is a chatbot builder tool. In versions 3.15.2 and prior, the fix for GHSA-4xc5-wfwc-jw47 "Credential Theft via Client-Side Script Execution and API Authorization Bypass" is incomplete. While the builder's getCredentials tRPC endpoint was patched with workspace membership checks, the...

CVE-2026-39968

TypeBot is a chatbot builder tool. In versions 3.15.2 and prior, the fix for GHSA-4xc5-wfwc-jw47 "Credential Theft via Client-Side Script Execution and API Authorization Bypass" is incomplete. While the builder's getCredentials tRPC endpoint was patched with workspace membership checks, the...

CVE-2026-39968 TypeBot: Cross-Workspace Credential Theft via Bot-Engine Preview Endpoint

TypeBot is a chatbot builder tool. In versions 3.15.2 and prior, the fix for GHSA-4xc5-wfwc-jw47 "Credential Theft via Client-Side Script Execution and API Authorization Bypass" is incomplete. While the builder's getCredentials tRPC endpoint was patched with workspace membership checks, the...

CVE-2026-39968

TypeBot (builder) vulnerable in versions ≤ 3.15.2: the bot-engine’s getCredentials() uses a faulty ownership check and accepts a client-controlled, even empty, workspaceId in the preview endpoint, allowing cross-workspace credential access. This enables credential exfiltration and potential abuse...

CVE-2026-39968 TypeBot: Cross-Workspace Credential Theft via Bot-Engine Preview Endpoint

TypeBot is a chatbot builder tool. In versions 3.15.2 and prior, the fix for GHSA-4xc5-wfwc-jw47 "Credential Theft via Client-Side Script Execution and API Authorization Bypass" is incomplete. While the builder's getCredentials tRPC endpoint was patched with workspace membership checks, the...

CVE-2026-39968 TypeBot: Cross-Workspace Credential Theft via Bot-Engine Preview Endpoint

TypeBot is a chatbot builder tool. In versions 3.15.2 and prior, the fix for GHSA-4xc5-wfwc-jw47 "Credential Theft via Client-Side Script Execution and API Authorization Bypass" is incomplete. While the builder's getCredentials tRPC endpoint was patched with workspace membership checks, the...

CVE-2026-33712

Typebot is a chatbot builder tool. In versions 3.15.2 and prior, the preview chat endpoint POST /api/v1/typebots/typebotId/preview/startChat allows unauthenticated users to achieve Server-Side Request Forgery SSRF by supplying a custom typebot definition with server-side code blocks. The fetch...

CVE-2026-33712 TypeBot: Unauthenticated SSRF via isolated-vm fetch in preview chat endpoint bypasses SSRF controls

Typebot is a chatbot builder tool. In versions 3.15.2 and prior, the preview chat endpoint POST /api/v1/typebots/typebotId/preview/startChat allows unauthenticated users to achieve Server-Side Request Forgery SSRF by supplying a custom typebot definition with server-side code blocks. The fetch...

CVE-2026-33712 TypeBot: Unauthenticated SSRF via isolated-vm fetch in preview chat endpoint bypasses SSRF controls

Typebot is a chatbot builder tool. In versions 3.15.2 and prior, the preview chat endpoint POST /api/v1/typebots/typebotId/preview/startChat allows unauthenticated users to achieve Server-Side Request Forgery SSRF by supplying a custom typebot definition with server-side code blocks. The fetch...

CVE-2026-33712 TypeBot: Unauthenticated SSRF via isolated-vm fetch in preview chat endpoint bypasses SSRF controls

Typebot is a chatbot builder tool. In versions 3.15.2 and prior, the preview chat endpoint POST /api/v1/typebots/typebotId/preview/startChat allows unauthenticated users to achieve Server-Side Request Forgery SSRF by supplying a custom typebot definition with server-side code blocks. The fetch...

EUVD-2026-31468

Typebot is a chatbot builder tool. In versions 3.15.2 and prior, the preview chat endpoint POST /api/v1/typebots/typebotId/preview/startChat allows unauthenticated users to achieve Server-Side Request Forgery SSRF by supplying a custom typebot definition with server-side code blocks. The fetch...

CVE-2026-33712

Typebot is a chatbot builder tool. In versions 3.15.2 and prior, the preview chat endpoint POST /api/v1/typebots/typebotId/preview/startChat allows unauthenticated users to achieve Server-Side Request Forgery SSRF by supplying a custom typebot definition with server-side code blocks. The fetch...

CVE-2026-33712

Technical details (affected version, root cause, exploit, or patch specifics) are not publicly available in the provided documents. Monitor for updates.

CVE-2026-28445 Typebot: Stored XSS via Rating Block Custom Icon Bypasses isUnsafe Sandbox in Builder Preview

Typebot is a chatbot builder tool. In versions 3.15.2 and prior, the RatingButton component in the embed package renders the user-controlled customIcon.svg field directly via Solid's innerHTML directive without any sanitization, even though DOMPurify is already a dependency and is used elsewhere ...

CVE-2026-28445

CVE-2026-28445 affects Typebot up to version 3.15.2, where the RatingButton embed component renders user-controlled customIcon.svg via Solid innerHTML without sanitization, despite DOMPurify being present elsewhere. Because rating blocks aren’t flagged as unsafe by the import sanitizer and the bu...

CVE-2026-28445 Typebot: Stored XSS via Rating Block Custom Icon Bypasses isUnsafe Sandbox in Builder Preview

Typebot is a chatbot builder tool. In versions 3.15.2 and prior, the RatingButton component in the embed package renders the user-controlled customIcon.svg field directly via Solid's innerHTML directive without any sanitization, even though DOMPurify is already a dependency and is used elsewhere ...

CVE-2026-28445 Typebot: Stored XSS via Rating Block Custom Icon Bypasses isUnsafe Sandbox in Builder Preview

Typebot is a chatbot builder tool. In versions 3.15.2 and prior, the RatingButton component in the embed package renders the user-controlled customIcon.svg field directly via Solid's innerHTML directive without any sanitization, even though DOMPurify is already a dependency and is used elsewhere ...