Machine Identity

Mercor’s 4TB Data Heist: When a Poisoned AI Library Exposed OpenAI and Meta’s Training Pipeline

| | AI Security, Cybersecurity, Data breach, Machine Identity, SBN News, supply chain attack
A poisoned LiteLLM package led to 4TB stolen from Mercor, the AI training startup serving Meta, OpenAI, and Anthropic. Class action lawsuits filed ...
Deepak Gupta's notebook

Google I/O 2026: The Agentic Web Just Went Into Production

| | Agentic AI, AI, B2B SaaS, Gemini, Google I/O 2026, Machine Identity
Google I/O 2026 shipped an entire agent stack: Gemini 3.5 Flash, Antigravity 2.0, WebMCP, Gemini Spark, and Agent Payments Protocol. What it means for builders ...
Deepak Gupta's notebook
How Runtime Security Can Turn AI Into an Engine for Innovation 

How Runtime Security Can Turn AI Into an Engine for Innovation 

| | AI agents, AI Governance, autonomous assistants, continuous monitoring, enterprise security, Machine Identity, risk assessment, runtime security, Shadow AI
With enterprise AI agent deployments growing over 300x in a single year, traditional pre-deployment configurations are failing to stop costly, autonomous errors; security leaders must pivot to machine-speed runtime security to monitor ...
Security Boulevard
Vercel Breach: How a Roblox Cheat Download Led to a $2M Data Heist Through AI Tool OAuth Abuse

Vercel Breach: How a Roblox Cheat Download Led to a $2M Data Heist Through AI Tool OAuth Abuse

| | api, cyberattacks, Cybersecurity, Digital Identity, iam, identity management, Machine Identity, OAuth, security
Vercel breached after attacker compromised Context.ai, hijacked an employee's Google Workspace via OAuth, and accessed customer API keys and environment variables ...
Deepak Gupta | AI & Cybersecurity Innovation Leader | Founder's Journey from Code to Scale

Vercel Breach: How a Roblox Cheat Download Led to a $2M Data Heist Through AI Tool OAuth Abuse

| | api, cyberattacks, Cybersecurity, Digital Identity, iam, identity management, Machine Identity, OAuth, security
Vercel breached after attacker compromised Context.ai, hijacked an employee's Google Workspace via OAuth, and accessed customer API keys and environment ...
Deepak Gupta's notebook
LangChain, Langflow, LiteLLM: When AI's Foundation Code Becomes the Attack Surface

LangChain, Langflow, LiteLLM: When AI’s Foundation Code Becomes the Attack Surface

| | agentic, AI (Artificial Intelligence), Artificial Intelligence, cyberattacks, Cybersecurity, identity management, Machine Identity, non-human identity, security
Three AI framework attacks in one week expose how classic vulnerabilities are hiding in AI's foundational plumbing, putting millions of deployments at risk ...
Deepak Gupta | AI & Cybersecurity Innovation Leader | Founder's Journey from Code to Scale

LangChain, Langflow, LiteLLM: When AI’s Foundation Code Becomes the Attack Surface

| | agentic, AI (Artificial Intelligence), Artificial Intelligence, cyberattacks, Cybersecurity, identity management, Machine Identity, non-human identity, security
Three AI framework attacks in one week expose how classic vulnerabilities are hiding in AI's foundational plumbing, putting millions of deployments at risk ...
Deepak Gupta's notebook
The $25 Million Deepfake: Why Your Video Calls Can No Longer Be Trusted

The $25 Million Deepfake: Why Your Video Calls Can No Longer Be Trusted

| | AI (Artificial Intelligence), biometrics, Cybersecurity, deepfake, Digital Identity, identity, Machine Identity, MFA, security, social engineering, verification
An employee saw the CFO on video. Heard colleagues speaking. Authorized $25M in transfers. Every person was an AI-generated deepfake. Identity verification is broken ...
Deepak Gupta | AI & Cybersecurity Innovation Leader | Founder's Journey from Code to Scale

The $25 Million Deepfake: Why Your Video Calls Can No Longer Be Trusted

| | AI (Artificial Intelligence), biometrics, Cybersecurity, deepfake, Digital Identity, identity, Machine Identity, MFA, security, social engineering, verification
An employee saw the CFO on video. Heard colleagues speaking. Authorized $25M in transfers. Every person was an AI-generated deepfake ...
Deepak Gupta's notebook

Zero Trust in the Age of AI: Why the Classic Model Isn’t Enough Anymore

| | agents, AI (Artificial Intelligence), AI Zero Trust, Cybersecurity, how to, implementation, Machine Identity, non-human identity, zero trust
AI didn't just create new attack surfaces. It fundamentally changed who, and what, is requesting access in your environment ...
Deepak Gupta's notebook
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