惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

B
Blog RSS Feed
C
CERT Recently Published Vulnerability Notes
P
Proofpoint News Feed
Y
Y Combinator Blog
T
The Blog of Author Tim Ferriss
云风的 BLOG
云风的 BLOG
H
Help Net Security
Recorded Future
Recorded Future
The Register - Security
The Register - Security
F
Full Disclosure
N
Netflix TechBlog - Medium
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC
酷 壳 – CoolShell
酷 壳 – CoolShell
H
Hackread – Cybersecurity News, Data Breaches, AI and More
爱范儿
爱范儿
Security Archives - TechRepublic
Security Archives - TechRepublic
Simon Willison's Weblog
Simon Willison's Weblog
Cisco Talos Blog
Cisco Talos Blog
I
InfoQ
T
Tenable Blog
T
Tor Project blog
人人都是产品经理
人人都是产品经理
D
DataBreaches.Net
NISL@THU
NISL@THU
Google DeepMind News
Google DeepMind News
博客园 - 叶小钗
B
Blog
V
V2EX
Jina AI
Jina AI
L
LangChain Blog
月光博客
月光博客
W
WeLiveSecurity
U
Unit 42
AWS News Blog
AWS News Blog
C
Cyber Attacks, Cyber Crime and Cyber Security
博客园 - 聂微东
V
Visual Studio Blog
A
Arctic Wolf
T
Tailwind CSS Blog
The Cloudflare Blog
SecWiki News
SecWiki News
S
SegmentFault 最新的问题
Hacker News - Newest:
Hacker News - Newest: "LLM"
宝玉的分享
宝玉的分享
MyScale Blog
MyScale Blog
cs.CL updates on arXiv.org
cs.CL updates on arXiv.org
S
Securelist
www.infosecurity-magazine.com
www.infosecurity-magazine.com
腾讯CDC
雷峰网
雷峰网

DEV Community

Authentication Security Deep Dive: From Brute Force to Salted Hashing (With Java Examples) Why AI Systems Don’t Fail — They Drift Spilling beans for how i learn for exam😁"Reinforcement Learning Cheat Sheet" I Replaced Chrome with Safari for AI Browser Automation. Here's What Broke (and What Finally Worked) How Python Borrows Other People's Work The $40 Architecture: Processing 1 Billion API Requests with 99.99% Uptime Vibe Coding: A Workflow Guide (From Zero to SaaS) Most webhook security guides protect the wrong side. The scary part is delivery. Headless CMS for TanStack Start: Build a Blog with Cosmic EU Age Verification App "Hacked in 2 Minutes" — What Actually Happened Comfy Cloud’s delete function does not actually remove files Running AI Models on GPU Cloud Servers: A Beginner Guide Event-driven media intelligence with AWS Step Functions and Bedrock I scored 500 AI prompts across 8 quality dimensions — here's what broke How to Call Google Gemini API from Next.js (Free Tier, No Backend Needed) The Portal Protocol: Reclaiming Human Connection in the Age of AI How to Fix Your Team's Scattered Knowledge Problem With a Self-Hosted Forum Intro to tc Cloud Functors: A Graph-First Mental Model for the Modern Cloud Designing Multi-Tenant Backends With Both Ownership and Team Access I Built a Neumorphic CSS Library with 77+ Components — Here's What I Learned PostgreSQL Performance Optimization: Why Connection Pooling Is Critical at Scale Cómo construí un SaaS multi-rubro para gestionar expensas en Argentina con FastAPI + Vue 3 🚀 I Built an Ethical Hacking Scanner Tool – Open Source Project I Replaced /usage and /context in Claude Code With a Single Statusline A Pythonic Way to Handle Emails (IMAP/SMTP) with Auto-Discovery and AI-Ready Design I Collected 8.9 Million Polymarket Price Points — Here's What I Found About How Markets Really Move EcoTrack AI — Carbon Footprint Tracker & Dashboard Everyone's Using AI. No One Agrees How. 5 self-hosted ebook managers worth trying in 2026 Building Your First AI Agent with LangChain: From Chatbot to Autonomous Assistant Common SOC 2 Failures (Real World) Stop Vibe-Checking Your AI App: A Practical Guide to Evals How to Use SonarQube and SonarScanner Locally to Level Up Your Code Quality Your Next To-Do App Is Dead — I Replaced Mine with an OpenClaw AI Sign a Nostr event in 60 lines of Python using coincurve — no nostr-sdk, no nbxplorer, no rust toolchain ITGC Audit Explained Like You’re in Big 4 Patch Tuesday abril 2026: Microsoft parcha 163 vulnerabilidades y un zero-day en SharePoint Stop scraping everything: a better way to track competitor price changes Listing on MCPize + the Official MCP Registry while routing payments OUTSIDE the marketplace — how I kept 100% of my x402 revenue Building an AI-Powered Risk Intelligence System Using Serverless Architecture Why We Ripped Function Overloading Out of Our AI Toolchain Testing AI-Generated Code: How to Actually Know If It Works SaaS Churn Is Killing Your Business. Here Is What to Do About It (Without a Support Team) The Speed of AI Is No Longer Linear - And Self-Improving Models Are Why How to Implement RBAC for MCP Tools: A Practical Guide for Engineering Teams From Standard Quote to Persuasive Proposal: AI Automation for Arborists I built a CLI that scaffolds complete multi-tenant SaaS apps Axios CVE-2025–62718: The Silent SSRF Bug That Could Be Hiding in Your Node.js App Right Now The dashboard that ended our friendship Data Pipelines Explained Simply (and How to Build Them with Python) The Hidden Cost of AI Systems Nobody Talks About. undefined vs undeclared, and how typeof behaves Switching from file-based jobs to NATS/Kafka in Rust without changing code io_uring Adventures: Rust Servers That Love Syscalls Why Agentic AI is Killing the Traditional Database The POUR principles of web accessibility for developers and designers Quantum Neural Network 3D — A Deep Dive into Interactive WebGL Visualization How To Install Caveman In Codex On macOS And Windows Automation Pipeline Reliability: Why Your Workflow Breaks When Nobody Is Watching I Built an 'Open World' AI Coding Agent — It Works From ANY Folder From Freelancing to Product: A Tech Service Company's SaaS Transformation China's AI Giants: Adding Tencent Hunyuan & ByteDance Doubao to AI University (74 Providers) On the Vibe Coders and Their Lies clerk: Auto-Summarize Your Claude Code Sessions AI Weekly — 2026/04/10–04/17 | The Model Lockdown Is Here, but the Toolchain Is the Real Battleground AI 週報 — 2026/04/10–2026/04/17 模型封鎖潮來了,但工具鏈才是真戰場 Maybe this is how Open-Source apps are born... 🚀 Fine-Tune LLMs with LoRA and QLoRA: 2026 Guide tRPC v11 + Next.js App Router: End-to-End Type Safety Without the Boilerplate ShadCN UI in 2026: Why I Stopped Installing Component Libraries and Started Owning My Components SaaS Billing in React Server Components: Stripe + Supabase Without a Single `useEffect` Join our DEV Weekend Challenge — $1,000 in Prizes Across TEN winners! Submissions Due April 20 at 6:59 AM UTC. Implementing FSRS Spaced Repetition in Flutter + Supabase — Adding Memory Science to an AI Learning App "I Texted My Localhost From the Train — Claude Code Fixed the Bug Before I Got Home" I Built a Sales Prep AI and It Went Deeper Than Expected Design to Code #2: One JSON, Eleven Outputs Solving the 100M-Row Problem: A Summary Table Pattern for High-Volume Push Notification Logs Flutter Web With Wasm: What Actually Changes For Developers I Built 50 Royalty-Free Soundtracks for My Side Project in a Weekend Using AI Music Generation The Vibe Coding Security Checklist: 7 Things to Check Before You Ship Stop Letting Googlebot Guess Fix Your React App's SEO Right Desconstruindo o Streaming do LinkedIn: Como Criar um Engine de Extração de Vídeo de Alta Performance com HLS e FFmpeg (EDA Part-1) EDA (Exploratory Data Analysis) Explained With Real Life — Why Looking at Your Data Is the Most Important Step in Machine Learning Brand Relationship Management at Scale: Our 4-Touch Outreach System for 200+ Brands Why String.fromEnvironment() Might Return an Empty String in Dart JGuardrails 1.0.0 — Hardening Java LLM Apps Against Jailbreaks, Toxicity, and Prompt Injection Plan and Schedule a Full Week of Threads Content From One Claude Conversation Coding Cat Oran Ep3, Five Tables Changed Everything Updated: BFF Pattern I'm done watching freelancers get buried by 200 proposals. So I'm building the alternative. This is my first post BFS Algorithm in Java Step by Step Tutorial with Examples Tracking LLM Pricing Monthly: An Open Dataset for 22 AI Models How We Measure Content ROI on a Comparison Site: Revenue Attribution Without Perfect Data Introducing Nova AI Ops: The AI-Native Operating System for SRE Teams I built a free desktop video downloader for Windows — Grabbit How Talkie OCR Helps Vision-Impaired & Dyslexic Users Read the World Around Them VRCFaceTracking安装和iPhone面捕配置教程,有bug Even CrowdStrike Can't See Your Agents The Automation Gold Rush: What n8n Workflows and Claude Are Opening Up for Developers Right Now
FastAPI for AI Engineers - Part 6: JWT Authentication in FastAPI
Ananya S · 2026-06-16 · via DEV Community

In the previous article, we explored the concepts of Authentication and Authorization.

We learned that:

  • Authentication answers "Who are you?"
  • Authorization answers "What are you allowed to do?"

Understanding the concepts is important, but real-world applications require actual implementation.

If you've ever used Gmail, LinkedIn, GitHub, or ChatGPT, you've already used authentication systems countless times.

You enter your username and password, the application verifies your identity, and you gain access to protected resources.

But how does this actually work behind the scenes?

In this article, we'll build a complete JWT Authentication system using FastAPI.

If you haven't read the previous article, check it out first:


Why Do We Need Authentication?

Imagine building an AI-powered learning platform.

Without authentication:

  • Anyone could access any user's profile
  • Anyone could view another student's progress
  • Anyone could modify data belonging to other users

Clearly, this is a security problem.

Applications need a way to:

  1. Verify user identity
  2. Protect sensitive resources
  3. Allow users to stay logged in

This is where JWT Authentication comes in.


What is JWT?

JWT stands for JSON Web Token.

A JWT is a secure token that contains information about a user.

Instead of sending a username and password with every request, the user sends a token.

Typical flow:

Register User
      ↓
   Login
      ↓
Verify Credentials
      ↓
Generate JWT Token
      ↓
Access Protected Routes


Installing Required Packages

pip install python-jose passlib[bcrypt]

We'll use:

  • passlib for password hashing
  • python-jose for JWT token generation and verification

Step 1: Hashing Passwords

Storing passwords in plain text is extremely dangerous.

Never do this:

users = {
    "rahul": "password123"
}

If the database is compromised, every user's password becomes visible.

Instead, we store a hashed version.


Creating a Password Hasher

from passlib.context import CryptContext

pwd_context = CryptContext(
    schemes=["bcrypt"],
    deprecated="auto"
)

What is CryptContext?

CryptContext manages password hashing algorithms.

In this example:

schemes=["bcrypt"]

we tell FastAPI to use the bcrypt hashing algorithm.


Hashing a Password

hashed_password = pwd_context.hash("password123")

print(hashed_password)

Output:

$2b$12$.....

Notice that the original password is no longer visible.


Verifying Passwords

When the user logs in:

pwd_context.verify(
    "password123",
    hashed_password
)

returns:

True

This allows us to verify passwords without storing them in plain text.


Step 2: User Registration

Let's create a simple registration endpoint.

from fastapi import FastAPI

app = FastAPI()

users = {}

@app.post("/register")
def register(username: str, password: str):

    hashed_password = pwd_context.hash(password)

    users[username] = hashed_password

    return {"message": "User registered successfully"}

What happens here?

  1. User submits username and password
  2. Password is hashed
  3. Hash is stored instead of the original password

Step 3: User Login

Now let's verify credentials.

@app.post("/login")
def login(username: str, password: str):

    stored_password = users.get(username)

    if not stored_password:
        return {"message": "User not found"}

    if not pwd_context.verify(password, stored_password):
        return {"message": "Invalid credentials"}

    return {"message": "Login successful"}

At this point, users can log in successfully.

However, they still need to send their username and password with every request.

JWT solves this problem.


Step 4: Creating a JWT Token

from jose import jwt
from datetime import datetime, timedelta

SECRET_KEY = "mysecretkey"

ALGORITHM = "HS256"

Why do we need a secret key?

The secret key is used to sign tokens.

If someone modifies the token, the signature becomes invalid.


Generate Token Function

def create_access_token(data: dict):

    to_encode = data.copy()

    expire = datetime.utcnow() + timedelta(minutes=30)

    to_encode.update({"exp": expire})

    encoded_jwt = jwt.encode(
        to_encode,
        SECRET_KEY,
        algorithm=ALGORITHM
    )

    return encoded_jwt

What does this function do?

  1. Copies user data
  2. Adds an expiry time
  3. Creates a signed JWT token
  4. Returns the token

Step 5: Generate Token During Login

@app.post("/login")
def login(username: str, password: str):

    stored_password = users.get(username)

    if not stored_password:
        return {"message": "User not found"}

    if not pwd_context.verify(password, stored_password):
        return {"message": "Invalid credentials"}

    token = create_access_token(
        {"sub": username}
    )

    return {
        "access_token": token,
        "token_type": "bearer"
    }

Successful login now returns:

{
  "access_token": "eyJhbGciOiJIUzI1NiIs...",
  "token_type": "bearer"
}


Step 6: Protected Route

Now we can protect routes.

@app.get("/profile")
def get_profile():

    return {
        "message": "Protected profile data"
    }

Currently anyone can access it.

In production applications, FastAPI verifies the JWT token before allowing access.

We'll implement complete route protection in the next article.

For now, focus on understanding:

  1. Registration
  2. Password Hashing
  3. Password Verification
  4. JWT Generation

These form the foundation of every authentication system.


Authentication Flow Recap

Register User
      ↓
Hash Password
      ↓
Store Hash
      ↓
   Login
      ↓
Verify Password
      ↓
Generate JWT
      ↓
Access Protected Routes


Final Thoughts

Today we built the core components of JWT Authentication:

  • User Registration
  • Password Hashing
  • Password Verification
  • JWT Token Generation

A user can now register, log in, and receive a signed JWT token.

However, generating a token is only half the story.

The next step is learning how to validate tokens and protect routes using FastAPI dependencies.

In the next article, we'll implement JWT-based route protection and begin exploring Role-Based Access Control (RBAC).