🧰 GitHub Copilot

The items that name it 50

• ADLC metrics: How to measure agentic development security | Endor Labs
  articleas affected products2026-10-29
• Microsoft Targets Rogue AI Agents With Dynamic Permissions, Risk Scoring
  articleas affected products2026-10-20It is written here as GitHub Copilot (local agent, among 60 supported types for discovery).

  local agent, among 60 supported types for discovery

• FastFix AI (@FastfixAI) on X
  threadas affected products2026-10-18It is written here as GitHub Copilot (configs written to automatically by the reviewed repo's install).

  configs written to automatically by the reviewed repo's install

• Staying Evergreen: How we automated secure access and repo hygiene in a shared org
  articleas classification.technologies2026-10-15
• Visual Studio Copilot and SSMS Remote Code Execution (CVE-2026-103572)
  writeupas tools2026-10-13

  AI coding agent integrated in Visual Studio and SSMS that was hijacked to write protected configuration files

• StepSecurity Now Inventories AI Agent Skills in Your GitHub Repositories and on Developer Machines
  articleas affected products2026-10-08

  AI coding agent covered by StepSecurity's agent skills inventory.

• How one bug bounty researcher chooses the features they investigate
  articleas affected products2026-10-08

  AI-powered experience mentioned as reshaping attack surfaces researchers now test

• Configuring your AI vulnerability harness, Part 2: The steering file
  articleas tools2026-10-07

  AI coding assistant that loads persistent instructions from .github/copilot-instructions.md

• Secret protection must scale with software
  articleas affected products2026-10-07

  AI coding agent/assistant; involved in one in three pull requests on GitHub as of the essay

• Top AI Coding Agent Security Resources — October 2026
  articleas affected products2026-10-02
• How we found 24 Android vulnerabilities using our open source AI security agent
  writeupas tools2026-09-28

  LLM-backed coding assistant whose license and premium model requests are required to run the taskflows

• ToolLeak: Tool-Invocation Attacks on Coding Agents
  paperas classification.technologies2026-09-21
• Why vibe coding security is the next enterprise nightmare
  articleas affected products2026-09-17
• AI Agent Hacking Writeups
  repoas affected products2026-09-17
• The Most Common Security Vulnerabilities in AI-Generated Code | Blog | Endor Labs
  articleas affected products2026-09-11

  AI coding assistant whose generated code has been observed producing broken authentication/authorization patterns

• Prompt Patterns That Make Coding Agents Write Safer Code | Blog | Endor Labs
  articleas classification.technologies2026-09-02
• Prompt Injection Against Coding Agents: The Attack Surface Nobody Owns | Blog | Endor Labs
  articleas affected products2026-09-02

  Agentic coding editor tested in study with auto-approve/auto-run enabled; subject of prompt injection attacks

• The Evolution of JFrog AI Catalog: Your AI Control Plane for Agentic Development
  articleas affected products2026-09-02
• AI Development and Agentic Security Labs
  courseas affected products2026-08-21

  Referenced via 'Copilot vulnerability research' as a real-world incident; no technical detail given in the shown text.

• Wiz Red Agent Finds Its Way Into Snowflake’s Internal Jira Through a Flaw in a GitHub Copilot–Assisted PR
  writeupas classification.technologies2026-08-17
• When the Guardrails Slip: The Case for Hook-Based Governance Across Agent Platforms | Blog | Endor Labs
  articleas classification.technologies2026-07-31
• Slopsquatting: When AI Agents Hallucinate Malicious Packages | Blog | Endor Labs
  articleas affected products2026-07-29

  AI coding agent that can suggest hallucinated, nonexistent package names

• SQL injection isn't dead
  articleas tools2026-07-22

  AI coding assistant tested in the 'Asleep at the Keyboard' study for generating vulnerable code including SQL injection

• AI Security Briefing
  articleas tools2026-07-18

  AI coding/agent assistant; can power Agentic Workflows and was separately exploited in RoguePilot and the 'Comment and Control' study

• AI Security Briefing
  writeupas tools2026-07-18

  AI agent option backing GitHub Agentic Workflows

• JFrog: Managing AI Agent Primitives with APM
  articleas affected products2026-07-15

  AI coding tool supported as an APM target; used in VS Code example

• requie/AI-Red-Teaming-Guide
  repoas affected products2026-07-08

  Remote code execution via prompt injection, CVE-2025-53773, August 2025

• Advanced Prompt Injection Techniques 2026: 7 Attack Chains
  articleas affected products2026-07-04

  Subject of CVE-2025-53773 (indirect prompt injection to RCE)

• FOSSA: Underappreciated OSS License Compliance Risk from AI Coding Tools
  articleas affected products2026-07-03

  AI coding assistant; GitHub has acknowledged a small percentage of Copilot suggestions over a certain length can match training data closely enough to be flagged by its own duplication-detection filter

• MCP Auto-Execution: From Git Clone to Cloud Compromise in Amazon Q VS Code Extension
  writeupas tools2026-06-26

  AI coding assistant mentioned as example of similar deeply-integrated developer extensions

• What nearly 10,000 developer environments reveal about agentic development risk
  articleas classification.technologies2026-06-23
• Protestware by open source maintainer to hinder agentic coding: The jqwik 1.10.0 Prompt Injection
  writeupas tools2026-06-02It is written here as GitHub Copilot (agent mode).

  AI coding agent cited as a type of tool that reads terminal output and could be targeted by the injection

• Hard Truths: You've Built a Security Stack. Have You Built a False Sense of Security? | Tanya Janca
  videoas technologies2026-05-27
• mukul975/Anthropic-Cybersecurity-Skills
  repoas classification.technologies2026-05-26
• Anthropic Silently Patches Claude Code Sandbox Bypass
  articleas classification.technologies2026-05-20
• Agentic Workflows
  articleas tools2026-05-13

  previously used by the author to be assigned GitHub Issues (e.g. 'Upgrade Astro to vX.Y.Z') and churn through them to open pull requests

• Security Architecture of GitHub Agentic Workflows
  articleas classification.technologies2026-05-13
• matty69v/Bug-Bounty-Agents
  repoas classification.technologies2026-05-12
• Mythos AI Security Testing
  articleas tools2026-05-12

  Used to review pull requests to curl, flagging issues to fix before merge

• GitHub Secret Scanning MCP Server
  articleas classification.technologies2026-05-11
• GitHub Dependency Scanning MCP Server
  toolas classification.technologies2026-05-11
• Pantheon-Security/medusa
  repoas affected products2026-05-10It is written here as GitHub Copilot (.github/copilot-instructions.md).

  .github/copilot-instructions.md

• AI Repository Security Baseline
  repoas affected products2026-05-08

  AI coding agent covered by the baseline

• anmolksachan/AI-ML-Free-Resources-for-Security-and-Prompt-Injection
  repoas affected products2026-05-07

  Chat prompt injection to data exfiltration; RCE via prompt injection (CVE-2025-53773); rules file backdoor via .github/copilot-instructions.md

• MCP Audit Extension
  repoas affected products2026-05-06

  AI copilot whose MCP tool calls are audited; limits prompts to 128 tool calls, meaning a maximum of 64 audited tool calls can be processed in a single interaction

• requie/LLMSecurityGuide
  repoas affected products2026-05-05

  Code generation LLM cited as example

• 973 MCP Packages, 71% Single-Maintainer: A Practitioner
  articleas affected productsIt is written here as GitHub Copilot (CVE-2025-53773).

  CVE-2025-53773

• Plugin4Shell - Zero Click RCE Vulnerability found in top 4 most popular coding agents, millions of agents affected
  writeupas affected products

  Affected by Plugin4Shell; disclosed to Microsoft, no fix shipped, users have no patch

• Dev Machine Guard Now Supports Windows - StepSecurity
  articleas affected products

  AI coding agent installed with elevated permissions, scanned for on developer machines

• Dev Machine Guard Now Supports Linux - StepSecurity
  articleas classification.technologies

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