How passwords, API keys, and cloud access quietly spill onto GitHub every day
Let me start with a story π
A junior developer pushes code to GitHub at 2 AM.
He forgets to remove one file.
Just one.
Inside that file?
π AWS keys
π Database credentials
π Production secrets
Within minutes, bots find it.
Within hours, attackers exploit it.
Within days, the company is breached.
And the worst part?
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Nobody βhackedβ them. The internet did.
Welcome to one of the most underrated realities of cybersecurity:
π₯ The internet is leaking secrets in public repositories β every single day.
This blog is a deep dive, written hacker-to-hacker, into:
- How secrets leak
- Where they leak
- How attackers find them
- How bug bounty hunters profit from them
- How companies fail again and again
If youβre into cybersecurity, bug bounty, recon, OSINT, GitHub hunting, this is your goldmine π
π§ What Are βSecretsβ in Cybersecurity?
In simple terms, secrets are things that should never be public.
Common leaked secrets π
- API keys (Stripe, Twilio, OpenAI, Google)
- AWS / Azure / GCP credentials
- Database usernames & passwords
- OAuth tokens
- Private SSH keys
- JWT secrets
- Firebase configs
- Webhook secrets
π Any value that grants access = a secret
π Why Public Repositories Are a Goldmine for Attackers
GitHub is:
- π Public by default
- π Massive (100M+ repos)
- π€ Trusted by developers
- π€ Constantly indexed by bots
Developers often:
- Push code fast
- ForgetΒ
.envΒ files - Hardcode keys βtemporarilyβ
- Commit debug configs
- Copy-paste from tutorials
π§ Attackers know this.
Thatβs why secret hunting is now automated at scale.
π₯ Real-World Breaches Caused by Public Repo Leaks
Letβs talk facts, not theory.
π₯ Uber (2016)
- AWS keys leaked on GitHub
- 57 million users affected
- Massive regulatory fines
π₯ Toyota (2022)
- API key leaked publicly
- Customer data exposed forΒ years
π₯ Microsoft (multiple incidents)
- GitHub repos leaked internal tokens
- Azure resources exposed
π¨ These werenβt elite hacks.
They were copyβpaste mistakes.
π How Secrets Accidentally End Up on GitHub
1οΈβ£ Hardcoded Credentials π¬
const db_password = "admin123";
2οΈβ£ .env Files Committed
AWS_SECRET_ACCESS_KEY=AKIA...
3οΈβ£ Debug Logs
print("API KEY:", api_key)
4οΈβ£ Old Commits (Even After Deletion!)
Git history never forgets.
π Visualization: Secret Lifetime
Commit β Public β Indexed β Exploited
π§ The Attackerβs Mindset: βSearch, Donβt Hackβ
Attackers donβt brute force.
They search.
π§ βWhy break in when the door is already open?β
This is where OSINT + recon shine.
π GitHub Recon: How Hackers Find Secrets
Letβs walk through real techniques used by attackers and bug bounty hunters.
πΉ Method 1: GitHub Dorks (Classic but Deadly)
Examples:
AWS_SECRET_ACCESS_KEY
api_key=
password=
secret=
Target-specific:
org:targetcompany AWS
org:targetcompany password
π Works shockingly well on small companies.
πΉ Method 2: TruffleHog π·
TruffleHog scans repos for high-entropy secrets.
trufflehog git https://github.com/target/repo.git
π https://github.com/trufflesecurity/trufflehog
Finds:
- AWS keys
- OAuth tokens
- Slack tokens
πΉ Method 3: GitLeaks π₯
gitleaks detect --source=https://github.com/target/repo
π https://github.com/gitleaks/gitleaks
π‘ Used by attackers and defenders.
πΉ Method 4: GitHub Search + Automation π€
Attackers combine:
- GitHub API
- Custom scripts
- Regex-based searches

π§ͺ Case Study: $400 Bug Bounty from One API Key π°
π― Target: Small SaaS
π Found: Stripe API key in GitHub
π§ͺ Tested: Could list customers
π’ Reported responsibly
Result:
- $400 bounty
- Private invite
- Reputation boost π
All without exploiting anything.
𧬠Secrets in JavaScript Files (Silent Killers)
Frontend JS is a leak factory.
Look for:
const API_KEY = "sk_live_...";
Tools:
linkfinder -i https://target.com/app.js
π https://github.com/GerbenJavado/LinkFinder
π Many devs assume JS is βsafeβ. Itβs not.
π Cloud Credentials = Cloud Takeover βοΈ
Leaked AWS keys can allow:
- S3 bucket access
- EC2 instance creation
- Data exfiltration
- Crypto mining πΈ
Even read-only access is dangerous.
π§ Bug Bounty Perspective: Why Companies Pay for This
Leaked secrets can lead to:
- Data breaches
- Financial loss
- Regulatory fines
- Brand damage
Thatβs why:
- Even βsimpleβ findings get rewarded
- Impact > complexity
π Secret Leaks + Bug Chaining = Critical Impact
Example chain:
- GitHub repo leaks API key
- API has IDOR
- Attacker accesses other usersβ data
- Full data breach π
π§ One leaked secret can destroy an entire system.
βοΈ Attackers vs Defenders: Repo Hygiene Comparison

π‘οΈ How Developers Should Protect Themselves
Best Practices β
- UseΒ
.envΒ files - AddΒ
.gitignore - Rotate keys regularly
- Use secret managers
- Scan repos before pushing
Tools for defense:
- GitHub Secret Scanning
- GitLeaks in CI/CD
- Pre-commit hooks
π€ AI + Secret Hunting (Modern Reality)
AI is now used to:
- Detect patterns
- Validate keys
- Write recon scripts
- Analyze massive repos fast
Attackers automate.
Defenders must too.
π§° Tools Mentioned
- TruffleHog βΒ https://github.com/trufflesecurity/trufflehog
- GitLeaks βΒ https://github.com/gitleaks/gitleaks
- LinkFinder βΒ https://github.com/GerbenJavado/LinkFinder
- GitHub Search βΒ https://github.com/search
- GitHub API βΒ https://docs.github.com
π§ Final Thoughts: The Easiest Breach Is the One Nobody Notices
No exploit.
No malware.
No zero-day.
Just:
- A careless commit
- A public repo
- A leaked secret
π‘ The internet is bleeding secrets β quietly.
Whether youβre:
- A defender β scan your repos
- A hacker β hunt responsibly
- A bug bounty hunter β this is low-hanging fruit
π Connect With Us
- π Website:Β https://thehackerslog.com/
- π Substack:Β https://thehackerslog.substack.com/
- π LinkedIn:Β The Hackers Log
- βοΈ Medium:Β @vipulsonule71



