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Inference Theft: Your AI Endpoint Is Someone Else's Free Model
Featured Dev.to

Inference Theft: Your AI Endpoint Is Someone Else's Free Model

How to defend AI endpoints against inference theft and denial-of-wallet attacks: bot detection, guardrails, cost-aware routing, and budget controls.

1 day ago Read More
From Hackathon Wreckage to Production-Ready: How I Rebuilt My Kubernetes Attack Path Visualiser with GitHub Copilot
Dev.to devchallenge, githubchallenge, kubernetes, security
From Hackathon Wreckage to Production-Ready: How I Rebuilt M...

This is a submission for the GitHub Finish-Up-A-Thon Challenge What I Built Security....

1 day ago Read
HTTP/2 Bomb (CVE-2026-49975): the HPACK + flow-control DoS, and how to patch it
Dev.to ai, security, devops, webdev
HTTP/2 Bomb (CVE-2026-49975): the HPACK + flow-control DoS,...

Two bugs that have each been public for a decade just got composed into one remote denial-of-service...

2 days ago Read
How I Bridged AWS Face Liveness to Expo with a Native Module
Dev.to aws, mobile, reactnative, security
How I Bridged AWS Face Liveness to Expo with a Native Module

AWS Face Liveness has native SDKs for iOS and Android. That works well if you are building fully...

2 days ago Read
The SOC 2 Blueprint: Beyond RBAC with AppLevel Infrastructure Isolation & Key Sharding. Part #2
Dev.to symfony, security, php, architecture
The SOC 2 Blueprint: Beyond RBAC with AppLevel Infrastructur...

In Part 1, we implemented Application-Level Envelope Encryption. Our documents are now protected by....

2 days ago Read
Key Leaks, Vault Failures, and TEE Attacks: Highlights from RWC 2026
Dev.to security, cryptography, conference, secrets
Key Leaks, Vault Failures, and TEE Attacks: Highlights from...

In early March, the GitGuardian cybersecurity research team joined several hundred cryptographers,.....

2 days ago Read
Is Datacentre Sovereignty Important? Why I Built a 38,000-Ticker FinTech App with No Database
Dev.to nextjs, typescript, architecture, security
Is Datacentre Sovereignty Important? Why I Built a 38,000-Ti...

Why developers are rethinking platform lock-in and heavy database clusters. How we built a zero-DB,...

2 days ago Read
Trust, but Verify: Fighting Credential Fraud with Solana
Dev.to blockchain, cybersecurity, security, web3
Trust, but Verify: Fighting Credential Fraud with Solana

A mother walked into a neighbourhood pharmacy and handed over a prescription for her sick child. The...

4 days ago Read
Is Zero Trust Enough for Agentic Systems?
Dev.to agents, ai, security, discuss
Is Zero Trust Enough for Agentic Systems?

I’ve always had a soft spot for authentication systems. About seven years ago, I started working on...

4 days ago Read
Your Servers Have Passports. Are They Expiring Without You Knowing?
Dev.to security, webdev, devops, backend
Your Servers Have Passports. Are They Expiring Without You K...

Digital certificates are the identity layer of the internet. Here's what they are, why they're break...

4 days ago Read
AI Native DevCon Day 1: Making AI Agents Ready for Enterprise
Dev.to ai, productivity, security, architecture
AI Native DevCon Day 1: Making AI Agents Ready for Enterpris...

TL;DR Day 1 of AI Native DevCon was a practical reality check for AI-native software...

4 days ago Read
Your Deleted Google API Key Is Still Working — Here's Why That's a Security Crisis
Dev.to security, webdev, googlecloud, devops
Your Deleted Google API Key Is Still Working — Here's Why Th...

A security researcher found that deleted GCP API keys remain active for up to 23 minutes. Here's wha...

5 days ago Read