Security Vulnerability Patterns in AI-Generated Code: A Cross-Model Comparative Study

LLM-based coding tools enable non-expert users to generate routine automation scripts that may enter enterprise workflows without meaningful security review. This study examines that risk directly. Code was collected from ChatGPT, Microsoft Copilot, and Google Gemini using identical prompts acros...

MAL-2026-7028 Malicious code in calvuepro (npm)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector 9de2057a076c31ca107db2c3e8d330a7b4aa2d8d67896cecd6c7ebef21d07731 Package ships a 5.7MB prebuilt darwin-arm64 Mach-O at vendor/clavuepro-darwin-arm64 with no source tree, no hash/signature verification, and no...

Malicious code in log-taker (npm)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector 30b4bde2f8e6fa87d896e86967b814a70ae3e46f1b1d58ed4552d1d909fbfcfe index.js imports childprocess and invokes execSync with bash and zsh shell strings around lines 315 and 331. The pattern of spawning interactive shel...

MAL-2026-6338 Malicious code in log-taker (npm)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector 30b4bde2f8e6fa87d896e86967b814a70ae3e46f1b1d58ed4552d1d909fbfcfe index.js imports childprocess and invokes execSync with bash and zsh shell strings around lines 315 and 331. The pattern of spawning interactive shel...

EUVD-2026-2357

Zohocorp ManageEngine PAM360 versions before 8202; Password Manager Pro versions before 13221; Access Manager Plus versions prior to 4401 are vulnerable to an authorization issue in the initiate remote session functionality...

EUVD-2026-1056

In dpe, there is a possible memory corruption due to use after free. This could lead to local escalation of privilege if a malicious actor has already obtained the System privilege. User interaction is not needed for exploitation. Patch ID: ALPS10114835; Issue ID: MSV-4479...

EUVD-2026-0462

This CVE ID was rejected because it was reserved but not used for a vulnerability disclosure...

EUVD-2025-204861

This CVE id was assigned but later discarded...

CGA-5H5V-HVC8-Q5W8

Bulletin has no description...

CVE-2021-43783

@backstage/plugin-scaffolder-backend is the backend for the default Backstage software templates. In affected versions a malicious actor with write access to a registered scaffolder template is able to manipulate the template in a way that writes files to arbitrary paths on the scaffolder-backend...