Large-Scale-Exploit of GitHub Repository Metadata and Preventive Measures
David Knothe, Frederick Pietschmann

TL;DR
This paper demonstrates how publicly accessible GitHub metadata can be exploited to collect millions of email addresses for targeted phishing, highlighting the need for improved preventive measures and awareness among developers.
Contribution
The paper introduces a tool leveraging GitHub API to efficiently collect user emails and proposes preventive strategies to mitigate such exploits.
Findings
Millions of email addresses can be rapidly collected from GitHub metadata.
Existing countermeasures are ineffective against large-scale data harvesting.
Preventive measures and awareness are urgently needed to protect developer privacy.
Abstract
When working with Git, a popular version-control system, email addresses are part of the metadata for each individual commit. When those commits are pushed to remote hosting services like GitHub, those email addresses become visible not only to fellow developers, but also to malicious actors aiming to exploit them. As a part of our research we created a tool that leverages the publicly available GitHub API to collect user data. Analysis of this data not only gives access to millions of email addresses in very little time, but is also powerful and dense enough to create targeted phishing attacks posing a great threat to all GitHub users and their private, potentially sensitive data. Even worse, existing countermeasures fail to effectively protect against such exploits. As a consequence and main conclusion of this paper, we suggest multiple preventive measures that should be…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Code & Models
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsAdvanced Malware Detection Techniques · Security and Verification in Computing · Network Security and Intrusion Detection
