AI Coding Assistant Threat Intelligence Feed

AI coding assistants accelerate development, but they also expand the attack surface. From prompt injection exploits to malicious MCP servers and package-level compromise, new threats are evolving inside the IDE. This feed curates real-world incidents, simulated breaches, and actionable guidance to help your engineering and security teams detect, understand, and mitigate risks before they impact production.

Systematization Knowledge: Security Safety

Summary
This injection attack allows attackers to compromise AI coding assistants. The vulnerability enables unauthorized access to sensitive data and potential manipulation of AI-generated code, posing significant risks to development workflows.

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Attention All You Need

Summary
This injection attack allows attackers to compromise AI coding assistants. The vulnerability enables unauthorized access to sensitive data and potential manipulation of AI-generated code, posing significant risks to development workflows.

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Exposing Defending Membership Leakage

Summary
This injection attack allows attackers to compromise AI coding assistants. The vulnerability enables unauthorized access to sensitive data and potential manipulation of AI-generated code, posing significant risks to development workflows.

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Argus: Multi-Agent Sensitive Information

Summary
This security vulnerability allows attackers to compromise AI coding assistants. The vulnerability enables unauthorized access to sensitive data and potential manipulation of AI-generated code, posing significant risks to development workflows….

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LLM-based Vulnerable Code Augmentation:

Summary
This security vulnerability allows attackers to compromise AI coding assistants. The vulnerability enables unauthorized access to sensitive data and potential manipulation of AI-generated code, posing significant risks to development workflows….

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Patch Tuesday – December 2025

Summary
This injection attack allows attackers to compromise AI coding assistants affecting JetBrains AI Assistant, GitHub Copilot. The vulnerability enables unauthorized access to sensitive data and potential manipulation of AI-generated code, posing …

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Microsoft investigates Copilot outage

Summary
This security vulnerability allows attackers to compromise AI coding assistants affecting GitHub Copilot. The vulnerability enables unauthorized access to sensitive data and potential manipulation of AI-generated code, posing significant risks …

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OmniSafeBench-MM: Unified Benchmark Toolbox

Summary
This jailbreaking technique allows attackers to compromise AI coding assistants. The vulnerability enables unauthorized access to sensitive data and potential manipulation of AI-generated code, posing significant risks to development workflows….

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Look Twice before You

Summary
This security vulnerability allows attackers to compromise AI coding assistants. The vulnerability enables unauthorized access to sensitive data and potential manipulation of AI-generated code, posing significant risks to development workflows….

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PrivLLMSwarm

Summary
This security vulnerability allows attackers to compromise AI coding assistants. The vulnerability enables unauthorized access to sensitive data and potential manipulation of AI-generated code, posing significant risks to development workflows….

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Google Fortifies Chrome Agentic

Summary
This injection attack allows attackers to compromise AI coding assistants. The vulnerability enables unauthorized access to sensitive data and potential manipulation of AI-generated code, posing significant risks to development workflows.

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PrivCode: When Code Generation

Summary
This security vulnerability allows attackers to compromise AI coding assistants. The vulnerability enables unauthorized access to sensitive data and potential manipulation of AI-generated code, posing significant risks to development workflows….

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IF-GUIDE

Summary
This security vulnerability allows attackers to compromise AI coding assistants. The vulnerability enables unauthorized access to sensitive data and potential manipulation of AI-generated code, posing significant risks to development workflows….

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TeleAI-Safety: comprehensive LLM jailbreaking

Summary
This jailbreaking technique allows attackers to compromise AI coding assistants. The vulnerability enables unauthorized access to sensitive data and potential manipulation of AI-generated code, posing significant risks to development workflows….

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ARGUS: Defending Against Multimodal

Summary
This injection attack allows attackers to compromise AI coding assistants. The vulnerability enables unauthorized access to sensitive data and potential manipulation of AI-generated code, posing significant risks to development workflows.

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When Ads Become Profiles:

Summary
This security bypass allows attackers to compromise AI coding assistants. The vulnerability enables unauthorized access to sensitive data and potential manipulation of AI-generated code, posing significant risks to development workflows.

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Self-Supervised Learning Graph

Summary
This security vulnerability allows attackers to compromise AI coding assistants. The vulnerability enables unauthorized access to sensitive data and potential manipulation of AI-generated code, posing significant risks to development workflows….

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Publishing Malicious VS Code

Summary
This security bypass allows attackers to compromise AI coding assistants affecting Cursor, GitHub Copilot. The vulnerability enables unauthorized access to sensitive data and potential manipulation of AI-generated code, posing significant risks…

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AI/LLM Red Team Handbook and Field Manual

Summary
This injection attack allows attackers to compromise AI coding assistants. The vulnerability enables unauthorized access to sensitive data and potential manipulation of AI-generated code, posing significant risks to development workflows.

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WildCode: Empirical Code Generated ChatGPT

Summary
This security vulnerability allows attackers to compromise AI coding assistants. The vulnerability enables unauthorized access to sensitive data and potential manipulation of AI-generated code, posing significant risks to development workflows….

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PBFuzz: Agentic Directed Fuzzing

Summary
This security vulnerability allows attackers to compromise AI coding assistants. The vulnerability enables unauthorized access to sensitive data and potential manipulation of AI-generated code, posing significant risks to development workflows….

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SoK: Comprehensive Causality Framework

Summary
This jailbreaking technique allows attackers to compromise AI coding assistants. The vulnerability enables unauthorized access to sensitive data and potential manipulation of AI-generated code, posing significant risks to development workflows….

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Retrieval-Augmented Few-Shot Prompting Versus

Summary
This security vulnerability allows attackers to compromise AI coding assistants. The vulnerability enables unauthorized access to sensitive data and potential manipulation of AI-generated code, posing significant risks to development workflows….

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Second order prompt injection

Summary
This injection attack allows attackers to compromise AI coding assistants. The vulnerability enables unauthorized access to sensitive data and potential manipulation of AI-generated code, posing significant risks to development workflows.

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Community-Reported Injection Vulnerability Risks

Summary
This injection attack allows attackers to compromise AI coding assistants. The vulnerability enables unauthorized access to sensitive data and potential manipulation of AI-generated code, posing significant risks to development workflows.

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HarnessAgent: Scaling Automatic Fuzzing

Summary
This security vulnerability allows attackers to compromise AI coding assistants. The vulnerability enables unauthorized access to sensitive data and potential manipulation of AI-generated code, posing significant risks to development workflows….

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FeFET Encrypted Memory Vulnerability Impacts AI Tools

Summary
This security vulnerability allows attackers to compromise AI coding assistants affecting JetBrains AI Assistant. The vulnerability enables unauthorized access to sensitive data and potential manipulation of AI-generated code, posing significan…

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SELF: Robust Singular Value

Summary
This security vulnerability allows attackers to compromise AI coding assistants. The vulnerability enables unauthorized access to sensitive data and potential manipulation of AI-generated code, posing significant risks to development workflows….

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Tool-Completion Attack Vulnerability in LLMs

Summary
This security vulnerability allows attackers to compromise AI coding assistants. The vulnerability enables unauthorized access to sensitive data and potential manipulation of AI-generated code, posing significant risks to development workflows….

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LLMBugScanner Smart Contract Auditing Risks

Summary
This security vulnerability allows attackers to compromise AI coding assistants. The vulnerability enables unauthorized access to sensitive data and potential manipulation of AI-generated code, posing significant risks to development workflows….

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