Skip to content
Artwork for AI Security Ops
AI Security Ops · May 1 · 17 min

Vercel Breach | Episode 50

In this episode of BHIS Presents: AI Security Ops, the team breaks down the Vercel breach — a real-world incident that shows just how fragile modern security has become in the age of AI integrations and SaaS sprawl. What started as a simple Roblox cheat script downloaded on a work laptop quickly escalated into a multi-hop compromise involving OAuth permissions, an AI productivity tool, and access into Vercel’s internal systems. This wasn’t a zero-day or advanced nation-state exploit. It was a chain of everyday decisions: installing software, clicking “Allow,” and trusting third-party integrations. The result? Allegedly $2M worth of data listed for sale, including API keys, internal data, and employee records — all from a breach path that most organizations aren’t even monitoring. We dig into: • What Vercel is and why it’s such a high-value target • How environment variables become the “keys to the kingdom” • The full attack chain: Roblox malware → Context.ai → Vercel • What infostealers like Lumma actually do (and how cheap they are) • How OAuth permissions become persistent backdoors • Why AI productivity tools introduce hidden risk • The rise of “shadow AI” inside organizations • How supply chain attacks continue to scale across ecosystems • The role of AI in accelerating attacker speed and capability • Why this type of breach is becoming the new normal This episode highlights a critical shift in cybersecurity: you don’t have to get hacked directly anymore — attackers just need to compromise something you’ve already trusted. ⸻ 📚 Key Concepts & Topics Attack Chain & Initial Access • Lumma infostealer and malware-as-a-service • Credential theft: passwords, cookies, OAuth tokens • Low-cost, high-impact compromise paths OAuth & Identity Risk • “Allow All” permissions and persistent access • OAuth tokens as long-lived entry points • Lack of visibility into third-party integrations AI Security Risks • Shadow AI and unsanctioned tool adoption • Deep integrations with Google Workspace and SaaS • AI tools as new supply chain attack surfaces Supply Chain Attacks • Multi-hop compromise paths across vendors • Real-world parallels (Trivy, LiteLLM) • Interconnected ecosystems increasing blast radius Threat Landscape Evolution • AI accelerating attacker speed and scale • Lower barrier to entry for complex attacks • Criminal groups operating as decentralized “businesses” Defensive Strategy • Auditing OAuth integrations and permissions • Enforcing least privilege across SaaS tools • Segmenting sensitive data and reducing blast radius • Avoiding risky behavior on corporate devices ⏱️ Chapters (00:00) - Intro & Breach Overview (00:21) - Sponsors & Show Setup (01:29) - What Vercel Is & Why It Matters (02:31) - Initial Compromise: Roblox Script & Infostealer (05:03) - OAuth Permissions & Pivot into Vercel (08:04) - AI Tools, Over-Permissioning & Supply Chain Risk (09:53) - AI Acceleration of Attacks & Ecosystem Impact (13:34) - Threat Actors, Attribution & Key Takeaways Click here to watch this episode on YouTube. Creators & Guests Brian Fehrman - Host Ethan Robish - Guest Brought to you by: Black Hills Information Security https://www.blackhillsinfosec.com Antisyphon Training https://www.antisyphontraining.com/ Active Countermeasures https://www.activecountermeasures.com Wild West Hackin Fest https://wildwesthackinfest.com 🔗 Register for FREE Infosec Webcasts, Anti-casts & Summits https://poweredbybhis.com Click here to view the episode transcript.

0:00 · Intro & Breach Overview-17:46

transcript

No transcript — this publisher did not publish one.

show notes

In this episode of BHIS Presents: AI Security Ops, the team breaks down the Vercel breach — a real-world incident that shows just how fragile modern security has become in the age of AI integrations and SaaS sprawl.

What started as a simple Roblox cheat script downloaded on a work laptop quickly escalated into a multi-hop compromise involving OAuth permissions, an AI productivity tool, and access into Vercel’s internal systems.

This wasn’t a zero-day or advanced nation-state exploit. It was a chain of everyday decisions: installing software, clicking “Allow,” and trusting third-party integrations.

The result? Allegedly $2M worth of data listed for sale, including API keys, internal data, and employee records — all from a breach path that most organizations aren’t even monitoring.

We dig into:
• What Vercel is and why it’s such a high-value target
• How environment variables become the “keys to the kingdom”
• The full attack chain: Roblox malware → Context.ai → Vercel
• What infostealers like Lumma actually do (and how cheap they are)
• How OAuth permissions become persistent backdoors
• Why AI productivity tools introduce hidden risk
• The rise of “shadow AI” inside organizations
• How supply chain attacks continue to scale across ecosystems
• The role of AI in accelerating attacker speed and capability
• Why this type of breach is becoming the new normal

This episode highlights a critical shift in cybersecurity: you don’t have to get hacked directly anymore — attackers just need to compromise something you’ve already trusted.

📚 Key Concepts & Topics

Attack Chain & Initial Access
• Lumma infostealer and malware-as-a-service
• Credential theft: passwords, cookies, OAuth tokens
• Low-cost, high-impact compromise paths

OAuth & Identity Risk
• “Allow All” permissions and persistent access
• OAuth tokens as long-lived entry points
• Lack of visibility into third-party integrations

AI Security Risks
• Shadow AI and unsanctioned tool adoption
• Deep integrations with Google Workspace and SaaS
• AI tools as new supply chain attack surfaces

Supply Chain Attacks
• Multi-hop compromise paths across vendors
• Real-world parallels (Trivy, LiteLLM)
• Interconnected ecosystems increasing blast radius

Threat Landscape Evolution
• AI accelerating attacker speed and scale
• Lower barrier to entry for complex attacks
• Criminal groups operating as decentralized “businesses”

Defensive Strategy
• Auditing OAuth integrations and permissions
• Enforcing least privilege across SaaS tools
• Segmenting sensitive data and reducing blast radius
• Avoiding risky behavior on corporate devices

⏱️ Chapters

  • (00:00) - Intro & Breach Overview
  • (00:21) - Sponsors & Show Setup
  • (01:29) - What Vercel Is & Why It Matters
  • (02:31) - Initial Compromise: Roblox Script & Infostealer
  • (05:03) - OAuth Permissions & Pivot into Vercel
  • (08:04) - AI Tools, Over-Permissioning & Supply Chain Risk
  • (09:53) - AI Acceleration of Attacks & Ecosystem Impact
  • (13:34) - Threat Actors, Attribution & Key Takeaways

Click here to watch this episode on YouTube.

Creators & Guests

Brought to you by:

Black Hills Information Security 

https://www.blackhillsinfosec.com


Antisyphon Training

https://www.antisyphontraining.com/


Active Countermeasures

https://www.activecountermeasures.com


Wild West Hackin Fest

https://wildwesthackinfest.com

🔗 Register for FREE Infosec Webcasts, Anti-casts & Summits
https://poweredbybhis.com

Click here to view the episode transcript.

links9

chapters

8 chapters