THE DIG
Thoughts, research, reports, and more from Truffle Security Co.


We've written a lot, so here's a search…

Dylan Ayrey
Model Distillation: Why Attackers Want Your API Keys

Truffle Security
The Next Supply Chain Attack May Start With a Stolen Token

Truffle Security
Focused S3 Scanning and OAuth2 Authentication in TruffleHog Enterprise October 2026 Release

Brittany Bodane
Leaked Credentials Let an AI Agent Into Two Companies’ Systems

Truffle Security Research
One non-human identity, two states

Truffle Security Research
Why exposed credentials stay live for years

Truffle Security Research
GitHub Repos Exposed 543,699 Credentials. Nobody Revoked Them.

Dylan Ayrey
AI Worms Are Coming Soon

Dylan Ayrey
The 14 leaked API keys that fueled OpenAI's Hugging Face attack

Luke Marshall
We discovered a Ruby account takeover; Rogue OpenAI Agents exploited it 2 months prior

Luke Marshall
How We Almost Owned the Internet's TLS

Dzianis Skliar
Scanning 1.2 Million DotNetFiddle Snippets for Secrets

Matt Brady
Beyond Laptops: What secrets to expect on your endpoints

Truffle Security Research
768 Leaked Corporate AWS Keys Held Full Admin Rights

Jim Freely
Introducing TruffleHog AWS Analyze: Know What a Leaked AWS Key Can Reach
Luke Marshall
API Keys Leaking in PNG Metadata of AI Images

Ian Sharpe
What's New in TruffleHog Enterprise: August 2026 Release Highlights
Dylan Ayrey
Scanning 7.6 Petabytes of Hugging Face Training Data for Secrets

Luke Marshall
Securing the Supply Chain: Cache Vulnerability in RubyGems

Luke Marshall
Preventing a Supply Chain Attack: A Leaked Docker Token in a Public CI Artifact

Ian Sharpe
What's New in TruffleHog Enterprise: July 2026 Release highlights

Truffle Security Research Team
Google Fixes the Gemini API Key Privilege Escalation Issue

Jacob Dowdy
Your PR scan is missing half the problem

Luke Marshall
Admin on Apache Org Exposed for 2.5 Years in Deleted PyPI Package

Dylan Ayrey
CISA's Leaked Admin GitHub Token Remained Live 2 Days After Krebs Reported It Leaked

Ian Sharpe
What’s New in TruffleHog Enterprise: May 2026 Release Highlights

Ben Zimmermann
Thousands of Live Secrets Found Across Four Cloud Development Environments

Luke Marshall
Leaked and Still Live: Why Developers Fail to Remediate Exposed Credentials

Joe Leon
Contributor Spotlight: Strengthening TruffleHog's SSRF Protections

Dylan Ayrey
Claude Tried to Hack 30 Companies. Nobody Asked It To.

Joe Leon
Google API Keys Weren't Secrets. But then Gemini Changed the Rules.

Brad Larsen
TruffleHog now detects JWTs with public-key signatures and verifies them for liveness

Dylan Ayrey
The Rise of API Worms

Luke Marshall
Scanning 5.6 million public GitLab repositories for secrets

Luke Marshall
Scanning 2.6 million public Bitbucket Cloud repositories for secrets

Dylan Ayrey, Brad Larsen, & Zach Rice
We've been doing NHI since 2016

Joe Leon
Contributor Spotlight: Adam Reiser of Cisco Talos

Joe Leon
TruffleHog in Your Logs?

Joe Leon
Detecting Exposed Secrets in Salesforce with TruffleHog

Eduard Agavriloae & Matei Josephs
Guest Post: GCP CloudQuarry: Searching for Secrets in Public GCP Images

Joe Leon
How to Scan Force Pushed Commits for Secrets

Sharon Brizinov
Guest Post: How I Scanned all of GitHub’s “Oops Commits” for Leaked Secrets

Dylan Ayrey
This is how you build an AI Ransomware Worm

Joe Leon
Introducing TruffleHog's Burp Suite Extension: A Techical Deep Dive

Joe Leon
Research finds 12,000 ‘Live’ API Keys and Passwords in DeepSeek's Training Data

Dylan Ayrey and Jake King
Removing Jeff Bezos From My Bed

Ahrav Dutta
Under the Hood: The Algorithmic Power Behind TruffleHog’s Secret Scanning

Dylan Ayrey
Millions of Accounts Vulnerable due to Google’s OAuth Flaw

Dylan Ayrey
Vigilante Justice on GitHub

Joe Leon
Mishandled OAuth Tokens Open Backdoors

Joe Leon
LLMs are Teaching Developers to Hardcode API Keys

Joe Leon
Cracking Open APK Files at Scale

Zach Rice
Announcing the Winners of the TruffleHog Hacktoberfest 2024 Detector Competition

Joe Leon
7 Spooky Places Your Secrets Leak Online

Dylan Ayrey & Joe Leon
10% of TLS Certificates Reuse Private Keys

Joe Leon
Secret Scanning Encoded and Archived Data

Joe Leon
Securely Open-Sourcing on GitHub

Zach Rice
Hacktoberfest 2024: Detector Improvement Competition at Truffle Security!

Joe Leon
Announcing Truffle Security’s CFP

Joe Leon
8 Must-See Talks at OWASP 2024 Global AppSec

Joe Leon
You can Access Private Azure DevOps Repo Data

Joe Leon
TruffleHog Partners With Hugging Face to Scan for Secrets

Joe Leon
Why TruffleHog Analyze is a Game-Changer for Security Teams

Dustin Decker
Contributor Spotlight: Karan Bamal

Dylan Ayrey & The Analyze Team
TruffleHog Now Analyzes Permissions Of API Keys and Passwords

Joe Leon
TruffleHog now finds all Deleted & Private Commits on GitHub

Joe Leon
Anyone can Access Deleted and Private Repository Data on GitHub

Dylan Ayrey & Zach Rice
Secrets in Source Code Are Not A Code Security Problem

Haoxi Tan
Leaked Secrets in Public Jenkins Logs

Dylan Ayrey & Joe Leon
TruffleHog Scans Deleted Git Branches

Joe Leon
TruffleHog Now Scans Jenkins Logs

Charlie Gunyon
TruffleHog Partnering With Elastic to Scan for Secrets

Dylan Ayrey
11,000+ GitHub users' SSH keys are too weak

Joe Leon
Credentials Leaking with Subdomain Takeover

Dylan Ayrey
Stop Recommending JWTs (with symmetric keys)

Joe Leon and Dylan Ayrey
Bug Bounty Hunting Leaked Credentials

Joe Leon
Scan Postman for Secrets with TruffleHog

Joe Leon
(The) Postman Carries Lots of Secrets

Joe Leon
Do Secrets Leak on Public GitHub Gists in 2024?

Joe Leon
Scan Every Tag and Architecture of a Docker Image for Secrets

Sam Chan
How to Scan Jira for Secrets

Dylan Ayrey
The Keyboard Button that Displays Linux Root Memory

Dylan Ayrey
Contributor Spotlight: Helena Rosenzweig and Assetnote team

Joe Leon
How TruffleHog Verifies Secrets

Dylan Ayrey
TruffleHog Now Detects AWS Canaries without setting them off

Haoxi Tan
How to Scan S3 Buckets for Secrets

Haoxi Tan
How to Scan Azure Blobs for Secrets in 2024

Haoxi Tan
Scanning Git for Secrets: The 2024 Comprehensive Guide

Haoxi Tan
The Risks of a Leaked Stripe API Key

Joe Leon
Introducing whoamislack: Identify Slack Workspace Names from Webhook URLs

Joe Leon
74% of publicly leaked keys are never revoked

Joe Leon
Research Uncovers AWS Account Numbers Hidden in Access Keys

Dylan Ayrey
Google OAuth is Broken (Sort Of)

Haoxi Tan
Why did 1 GitHub Repo leak 5,000 Live GCP Keys?

Joe Leon
Running TruffleHog in Travis CI

Zach Rice
Improving TruffleHog Part I: Adding a New Detector

Zach Rice
Announcing the TruffleHog Hacktoberfest 2023 Winners!

Joe Leon
Tailscale + Truffle: A Blueprint for Open Source TruffleHog Contributions

Karim Rahal
Mirror, Mirror, on the Wall, Secrets Leaked from Repos All

Zach Rice
Contributor Spotlight: Richard Gomez

Zach Rice
TruffleHog Detector Competition at Hacktoberfest 2023!

Joe Leon
Think Twice Before Commenting: Thousands of GitHub Comments Leak Live API Keys

Joe Leon
How to Rotate: Key Rotation Tutorials

Joe Leon
How Secrets Leak out of Docker Images

Joe Leon
4,500 of the Top 1 Million Websites Leaked Source Code, Secrets

Miccah Castorina
Do Pre-Commit Hooks Prevent Secrets Leakage?

Joe Leon
Running TruffleHog in Azure Pipelines

Joe Leon
TruffleHog Commands: Git vs Filesystem

Karim Rahal
Does Travis CI leak secrets in 2023?

Hon Kwok
Announcing TruffleHog Terminal UI

Dylan Ayrey
Discovering a Vulnerability in Forager AuthZ, Hours before Public Launch

Joe Leon
Deleting leaked API keys isn’t a solution

Karim Rahal
How Secrets Leak in CI/CD Pipelines

Hon Kwok
Introducing Forager: Browse Millions of Leaked API keys Found With TruffleHog

Mike Vanbuskirk
Running TruffleHog in a GitHub action

Zach Rice
Making TruffleHog Faster with Aho Corasick

Dustin Decker
Secure Credential Storage in 2023

Dylan Ayrey
Introducing: A New XSSHunter, Hosted by the Truffle Security Co.

Dustin Decker
Introducing cloudsql-exporter, a New Way to Protect Cloud SQL Data

Dylan Ayrey
TruffleHog Now Scans CircleCI Build Logs

Chris Grayson
Bypass firewalls with of-CORs and typo-squatting

Dylan Ayrey
Email Graffiti: Hacking Old Email

Dylan Ayrey
It’s Impossible to Find Every Vulnerability, So We Don’t Try To

Dylan Ayrey
Introducing TruffleHog v3

Dylan Ayrey
Introducing Driftwood: Know if Private Keys are Sensitive

Dylan Ayrey
The Breach They Kept Secret

Dylan Ayrey
Truffle Security raises $14 million Series A led by a16z

Dylan Ayrey
Introducing TruffleHog, The Chrome Extension

Dylan Ayrey
Why Isn’t XSS Used More in the Wild?

Dylan Ayrey
A Leaky Key That Led to Jail Time

Dylan Ayrey
Uber’s Wild Story of Leaky Keys

Dylan Ayrey
Leaked Code Leads to Leaked Keys

Dylan Ayrey
Remediating TruffleHog Findings with Doppler

Guest User
An API Worm In The Making: Thousands Of Secrets Found In Open S3 Buckets

Truffle Security Research
AWS Key Quarantine is Not Revocation
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