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

爱范儿
爱范儿
E
Exploit-DB.com RSS Feed
Google DeepMind News
Google DeepMind News
F
Full Disclosure
D
Darknet – Hacking Tools, Hacker News & Cyber Security
T
ThreatConnect
Stack Overflow Blog
Stack Overflow Blog
Last Week in AI
Last Week in AI
Martin Fowler
Martin Fowler
G
GRAHAM CLULEY
C
Check Point Blog
T
Threatpost
I
Intezer
Spread Privacy
Spread Privacy
The Register - Security
The Register - Security
Project Zero
Project Zero
月光博客
月光博客
人人都是产品经理
人人都是产品经理
阮一峰的网络日志
阮一峰的网络日志
D
DataBreaches.Net
IT之家
IT之家
Malwarebytes
Malwarebytes
T
The Blog of Author Tim Ferriss
P
Privacy International News Feed
P
Palo Alto Networks Blog
T
The Exploit Database - CXSecurity.com
量子位
李成银的技术随笔
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
Cisco Talos Blog
Cisco Talos Blog
Know Your Adversary
Know Your Adversary
美团技术团队
The GitHub Blog
The GitHub Blog
T
Tor Project blog
M
MIT News - Artificial intelligence
奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
Google Online Security Blog
Google Online Security Blog
P
Proofpoint News Feed
有赞技术团队
有赞技术团队
让小产品的独立变现更简单 - ezindie.com
让小产品的独立变现更简单 - ezindie.com
博客园 - 司徒正美
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
C
Comments on: Blog
T
Threat Research - Cisco Blogs
aimingoo的专栏
aimingoo的专栏
Security Latest
Security Latest
NISL@THU
NISL@THU
The Cloudflare Blog
H
Help Net Security
Recent Commits to openclaw:main
Recent Commits to openclaw:main

The Cloudflare Blog

The day my ping took countermeasures Announcing Claude Compliance API support with Cloudflare CASB Announcing Claude Managed Agents on Cloudflare Project Glasswing: what Mythos showed us Our billing pipeline was suddenly slow. The culprit was a hidden bottleneck in ClickHouse Browser Run: now running on Cloudflare Containers, it’s faster and more scalable When "idle" isn't idle: how a Linux kernel optimization became a QUIC bug Building For The Future How Cloudflare responded to the “Copy Fail” Linux vulnerability When DNSSEC goes wrong: how we responded to the .de TLD outage Code Orange: Fail Small is complete. The result is a stronger Cloudflare network Introducing Dynamic Workflows: durable execution that follows the tenant Post-quantum encryption for Cloudflare IPsec is generally available Agents can now create Cloudflare accounts, buy domains, and deploy Shutdowns, power outages, and conflict: a review of Q1 2026 Internet disruptions Making Rust Workers reliable: panic and abort recovery in wasm‑bindgen Moving past bots vs. humans Building the agentic cloud: everything we launched during Agents Week 2026 The AI engineering stack we built internally — on the platform we ship Orchestrating AI Code Review at scale Introducing the Agent Readiness score. Check to see if your site is agent-ready Shared Dictionaries: compression that keeps up with the agentic web Redirects for AI Training enforces canonical content Unweight: how we compressed an LLM 22% without sacrificing quality Agents that remember: introducing Agent Memory Agents Week: network performance update Introducing Flagship: feature flags built for the age of AI Cloudflare’s AI Platform: an inference layer designed for agents Building the foundation for running extra-large language models AI Search: the search primitive for your agents Deploy Postgres and MySQL databases with PlanetScale + Workers Artifacts: versioned storage that speaks Git Email for agents - Cloudflare Email Service now in public beta Project Think: building the next generation of AI agents on Cloudflare Introducing Agent Lee - a new interface to the Cloudflare stack Register domains wherever you build: Cloudflare Registrar API now in beta Browser Run: give your agents a browser Rearchitecting the Workflows control plane for the agentic era Add voice to your agent Managed OAuth for Access: make internal apps agent-ready in one click Securing non-human identities: automated revocation, OAuth, and scoped permissions Scaling MCP adoption: Our reference architecture for simpler, safer and cheaper enterprise deployments of MCP Secure private networking for everyone: users, nodes, agents, Workers — introducing Cloudflare Mesh Building a CLI for all of Cloudflare Durable Objects in Dynamic Workers: Give each AI-generated app its own database Agents have their own computers with Sandboxes GA Dynamic, identity-aware, and secure Sandbox auth Welcome to Agents Week 500 Tbps of capacity: 16 years of scaling our global network From bytecode to bytes- automated magic packet generation Cloudflare targets 2029 for full post-quantum security How we built Organizations to help enterprises manage Cloudflare at scale Why we're rethinking cache for the AI era Our ongoing commitment to privacy for the 1.1.1.1 public DNS resolver Introducing EmDash — the spiritual successor to WordPress that solves plugin security Introducing Programmable Flow Protection: custom DDoS mitigation logic for Magic Transit customers Cloudflare Client-Side Security: smarter detection, now open to everyone How we use Abstract Syntax Trees (ASTs) to turn Workflows code into visual diagrams A one-line Kubernetes fix that saved 600 hours a year Sandboxing AI agents, 100x faster Inside Gen 13- how we built our most powerful server yet Launching Cloudflare’s Gen 13 servers- trading cache for cores for 2x edge compute performance Powering the agents: Workers AI now runs large models, starting with Kimi K2.5 Introducing Custom Regions for precision data control Standing up for the open Internet- why we appealed Italy’s Piracy Shield fine From legacy architecture to Cloudflare One Announcing Cloudflare Account Abuse Protection: prevent fraudulent attacks from bots and humans Slashing agent token costs by 98% with RFC 9457-compliant error responses AI Security for Apps is now generally available Building a security overview dashboard for actionable insights Investigating multi-vector attacks in Log Explorer Translating risk insights into actionable protection: leveling up security posture with Cloudflare and Mastercard Fixing request smuggling vulnerabilities in Pingora OSS deployments Active defense: introducing a stateful vulnerability scanner for APIs Complexity is a choice. SASE migrations shouldn’t take years. From the endpoint to the prompt: a unified data security vision in Cloudflare One Ending the "silent drop": how Dynamic Path MTU Discovery makes the Cloudflare One Client more resilient A QUICker SASE client: re-building Proxy Mode How Automatic Return Routing solves IP overlap Always-on detections: eliminating the WAF “log versus block” trade-off Mind the gap: new tools for continuous enforcement from boot to login Stop reacting to breaches and start preventing them with User Risk Scoring Defeating the deepfake: stopping laptop farms and insider threats Moving from license plates to badges: the Gateway Authorization Proxy Evolving Cloudflare’s Threat Intelligence Platform: actionable, scalable, and ETL-less Introducing the 2026 Cloudflare Threat Report See risk, fix risk: introducing Remediation in Cloudflare CASB How Cloudy translates complex security into human action From reactive to proactive: closing the phishing gap with LLMs Modernizing with agile SASE: a Cloudflare One blog takeover Beyond the blank slate: how Cloudflare accelerates your Zero Trust journey The truly programmable SASE platform Toxic combinations: when small signals add up to a security incident We deserve a better streams API for JavaScript The most-seen UI on the Internet? Redesigning Turnstile and Challenge Pages ASPA: making Internet routing more secure Bringing more transparency to post-quantum usage, encrypted messaging, and routing security How we rebuilt Next.js with AI in one week Cloudflare One is the first SASE offering modern post-quantum encryption across the full platform Cloudflare outage on February 20, 2026
The Grinch Bot is Stealing Christmas!
Cloudflare Team · 2021-12-04 · via The Cloudflare Blog

2021-12-03

4 min read

This week, a group of US lawmakers introduced the Stopping Grinch Bots Act — new legislation that could stop holiday hoarders on the Internet. This inspired us to put a spin on a Dr. Seuss classic:

Each person on the Internet liked Christmas a lotBut the Grinch Bot, built by the scalper did not!The Grinch Bot hated Christmas! The whole Christmas season!Now, please don’t ask why. No one quite knows the reason.

Cloudflare stops billions of bad bots every day. As you might have guessed, we see all types of attacks, but none is more painful than a Grinch Bot attack. Join us as we take a closer look at this notorious holiday villain...

25 days seconds of Christmas

What is the Grinch Bot? Technically speaking, it’s just a program running on a computer, making automated requests that reach different websites. We’ve come to refer to these requests as “bots” on the Internet. Bots move quickly, leveraging the efficiency of computers to carry out tasks at scale. The Grinch Bot is a very special type that satisfies two conditions:

  1. It only pursues online inventory, attempting to purchase items before humans can complete their orders.

  2. It only operates during the holiday season.

Now, attackers use bots to perform these tasks all year long. But in these winter months, we like to use the term “Grinch Bot” as seasonal terminology.

The Grinch Bot strikes first around Black Friday. It knows that the best discounts come around Thanksgiving, and it loves to get a good deal. Exclusive items are always the first to go, so attackers use the Grinch Bot to cut every (virtual) line and checkpoint. Cloudflare detected nearly 1.5 trillion bot requests on Black Friday. That’s about half of all our traffic; but more on this in a bit.

The Grinch Bot strikes again on Cyber Monday. As shoppers find gifts for their loved ones, bots are ten steps ahead — selecting “add to cart” automatically. Many bots have payment details ready (perhaps even stolen from your account!).

The Grinch Bot will buy 500 pairs of Lululemon joggers before you even get one. And it’ll do so in seconds.

Nearly 44% of traffic comes from bad bots

The Grinch Bot has friends working throughout the year, putting pressure on security teams and moving undetected. 43.8% of Internet traffic comes from these bots. When the holidays arrive, the Grinch Bot can ask its friends how to attack the largest sites. They have already been testing tactics for months.

In response, many sites block individual IP addresses, groups of devices, or even entire countries. Other sites use Rate Limiting to reduce traffic volume. At Cloudflare, we’ve advocated not only for Rate Limiting, but also for a more sophisticated approach known as Bot Management, which dynamically identifies threats as they appear. Here’s a look at bot traffic before the holidays (1H 2021):

When we looked at bot traffic on Black Friday, we found that it had surged to nearly 50%. Cloudflare Radar showed data close to 55% (if you want to include the good bots as well). Businesses tell us this is the most vulnerable time of the year for their sites.

Over 300 billion bots...

Bots are highly effective at scale. While humans can purchase one or two items within a few minutes, bots can purchase far more inventory with little effort.

During the year, Cloudflare observed over 300 billion bots try to “add to cart.” How did we find this? We ran our bot detection engines on every endpoint that contains the word “cart.” Keep in mind, most bots are stopped before they can even view item details. There are trillions of inventory hoarding bots that were caught earlier in their efforts by our Bot Management and security solutions.

Even worse, some bots want to steal your holiday funds. They skip the ecommerce sites and head right for your bank, where they test stolen credentials and try to break into your account. 71% of login traffic comes from bots:

Bots operate at such an immense scale that they occasionally succeed. When this happens, they can break into accounts, retrieve your credit card information, and begin a holiday shopping spree.

Deck the halls with JS Challenges

We hate CAPTCHAs almost as much as we hate the Grinch Bot, so we built JS challenges as a lightweight, non-interactive alternative:

Not surprisingly, we issue more JS Challenges when more bots reach our network. These challenges are traditionally a middle ground between taking no action and completely blocking requests. They offer a chance for suspicious looking requests to prove their legitimacy. Cloudflare issued over 35 billion JS Challenges over the shopping weekend.

Even more impressive, however, is the number of threats blocked around this time. On Black Friday, Cloudflare blocked over 150 billion threats:

While we expected the Grinch Bot to make its move on Friday, we did not expect it to recede as it did on Cyber Monday. Bot traffic decreased as the shopping weekend continued. We like to think the Grinch Bot spent its time furiously trying to avoid blocks and JS Challenges, but eventually gave up.

Saving the Internet (and Christmas)

While large retailers can afford to purchase bot solutions, not every site is so fortunate. We decided to fix that.

Cloudflare’s Bot Fight Mode is a completely free tool that stops bots. You can activate it with one click, drawing on our advanced detection engines to protect your site. It’s easy:

And Bot Fight Mode doesn’t just stop bots — it makes them pay. We unleash a tarpit challenge that preoccupies each bot with nonsense puzzles, ultimately handing bot operators a special gift: a massive server bill. We even plant trees to offset the carbon emissions of these expensive challenges. In fact, with so many bots stopped in the snow, there’s really just one thing left to say...

Every person on the Internet, the tall and the small, ⁣Called out with joy that their shopping didn’t stall!He hadn't stopped Christmas from coming! It came!Somehow or other, it came just the same!And the Grinch Bot, with his grinch feet ice-cold in the snow, ⁣Stood puzzling and puzzling. "How could it be so?"

BotsBot ManagementTrends

Related posts

April 21, 2026

Moving past bots vs. humans

As AI assistants and privacy proxies challenge the capabilities of traditional bot detection, the Web needs new models for accountability. We believe that control should remain with the client, and that an open ecosystem of anonymous credentials is key to preserving user privacy while protecting origins from abuse....

    By 

April 17, 2026

Redirects for AI Training enforces canonical content

Soft directives don’t stop crawlers from ingesting deprecated content. Redirects for AI Training allows anybody on Cloudflare to redirect verified crawlers to canonical pages with one toggle and no origin changes....

    By