Akamai Inference Cloud
Akamai Inference Cloud
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Building an evidence-grounded agentic security operations harness on Cloudflare
Cloudflare Managed Defense uses a team of specialized AI agents built on Workers and global network telemetry to analyze
Follow the thread: a new dashboard to investigate account abuse
Fraudsters are increasingly using AI to bypass stateless security checks. Cloudflare's new Account Abuse Protection dash
Protected Quick Tunnels: simple accountless authentication for your next dev project
Quick Tunnels now support email authentication. Add --allowed-mail to one cloudflared command, and only the addresses or
One year later: Sovereign AI and the fight for choice
AI sovereignty is not a zero-sum game, but many governments now believe it is. Cloudflare's answer: more local open-sour
Using AI to chart a course for our post-quantum migration
We’re building CryptoLabe, an internal AI-powered tool that discovers cryptography across our codebase, surfaces depende
Building a certificate authority for the whole Internet
Twelve years after launching Universal SSL, Cloudflare is applying to become a certificate authority. By combining an es
Building a post-quantum certificate authority with Merkle Tree Certificates
As post-quantum signatures threaten to inflate TLS handshakes and certificate transparency logs, Merkle Tree Certificate
Introducing Threat Signals: agentic skills for open-source threat intelligence, free for every Cloudflare account
We are expanding access to Cloudforce One's Threat Events Platform to every Cloudflare account and introducing Threat Si
Is your domain using post-quantum encryption? Now you can see for yourself
Cloudflare has added visibility into post-quantum (PQ) encryption in TLS 1.3 directly into HTTP Analytics, Log Explorer,
Enforce positive security with Cloudflare Application Profiles
Cloudflare learns the structure of your HTTP requests and identifies deviations. You can add a positive security layer t
Adversarial Debiasing of Machine Learning Models for Enhanced Network Security against DDoS Attacks
该论文针对分布式拒绝服务(DDoS)攻击检测面临的两大挑战展开研究：一是攻击手法不断演进，生成式 AI 被用于构造更难识别的攻击流量，传统基于规则的防火墙难以捕捉这些新模式；二是训练数据本身存在不平衡与偏斜，尤其是包级特征(如正向/反向包计
Estimation is Not Enough: Carpet-Bombing Detection via Per-Packet Uniformity Testing
该论文针对地毯式轰炸(carpet-bombing)攻击提出了一种可在线速硬件上运行的检测模型。攻击者把流量均匀分散到一个或多个目的 IP 前缀内的众多主机上，使每台主机接收的流量都低于单机告警阈值，却在整体上耗尽前缀级防御资源与链路容量。
AnchorMixGAN: Anchor-Aligned Generative Semi-Supervision for DDoS Detection in Cloud-Integrated IoT Networks
该论文面向云化集成 IoT 网络中的分布式拒绝服务（DDoS）检测场景。此类环境中攻击流量形态多样、标注成本高昂，往往只有极少比例的流量被打上标签，导致监督式检测器难以训练充分。生成式半监督学习被认为是缓解标注稀缺的可行思路：利用生成模型补
How Cloudflare addressed a cross-tenant data exposure vulnerability in Containers
External security researchers at Accomplish identified a vulnerability in Cloudflare Containers that could expose residu
A GAN-Based Framework for Robust DDoS Attack Detection
该论文关注分布式拒绝服务（DDoS）攻击检测中的鲁棒性问题。作者指出，在线服务可用性持续受到 DDoS 威胁，攻击者不断采用更复杂策略规避传统网络安全系统；同时，机器学习检测模型虽有效，但面对针对性对抗攻击时分类准确率会下降。为此，论文提出
Have it both ways: stay discoverable in search while disallowing AI training
Cloudflare is giving site owners a way to stay discoverable while disallowing AI training. New controls and an Accountab
Give every teammate and agent the right level of access to your Workers
You can now scope access to individual Workers and assign narrower Developer Platform roles, so teammates, CI tokens, an
1.1.1.1 now supports post-quantum DNSSEC, all 2,420 bytes of it
1.1.1.1 now validates DNSSEC signatures using NIST’s post-quantum ML-DSA-44 algorithm. Here is how we manage 2,420-byte