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Blog

Attack postmortems.
Engineering deep-dives.

Practical guides from engineers who've been DDoS'd and learned from it.

Attack Analysis

Detecting IP spoofing with TTL entropy: how Flowtriq spots faked sources

Spoofed source IPs cannot be blocked one by one. Flowtriq detects them by measuring the Shannon entropy of TTL values across attack traffic.

Attack Analysis

The DDoS threat landscape in Q1 2026: record attacks, hacktivism, and law enforcement

31.4 Tbps Aisiru floods, geopolitical hacktivism surges, 2.45 billion request L7 attacks, Operation PowerOFF, ...

16 min read →
Attack Analysis

Operation PowerOFF: 21 countries target 75,000 DDoS-for-hire users

Europol and 21 nations seized 53 booter domains, exposed 3 million accounts, and entered a prevention phase ta...

12 min read →
Attack Analysis

API-layer DDoS in 2026: GraphQL abuse, Slowloris, and the L7 shift

API-targeting DDoS attacks increased 200% in 2025. GraphQL recursive queries, Slowloris thread exhaustion, and...

13 min read →
Attack Analysis

Emerging amplification vectors: CLDAP, WS-Discovery, CoAP, and beyond

The amplification vectors attackers are using beyond DNS, NTP, and Memcached. Protocol mechanics, amplificatio...

15 min read →
Attack Analysis

Ransom DDoS (RDDoS) in 2026: triple extortion, payment trends, and why paying never works

Triple extortion is the 2026 norm. How RDDoS extortion works, why paying encourages repeat attacks, and why au...

14 min read →
Attack Analysis

IPv6 DDoS attacks: the growing blind spot in network defense

600% increase in IPv6 DDoS traffic. Extension header floods, NDP exhaustion, and why most detection tools trea...

13 min read →
Attack Analysis

IoT botnets in 2026: 3 million devices seized, millions more waiting

DOJ seized 3M+ device botnet infrastructure, but the devices remain vulnerable. The post-takedown state of the...

13 min read →
Attack Analysis

Why 70% of DDoS attacks end before manual response even starts

NETSCOUT data shows 70% of DDoS attacks last fewer than 15 minutes. Manual response takes 15 to 30 minutes min...

10 min read →
Attack Analysis

The anatomy of a multi-vector DDoS attack: NTP amplification plus SYN flood

How attackers layer NTP amplification and SYN floods, why each vector alone may stay below detection threshold...

14 min read →
Attack Analysis

The 10 largest DDoS attacks in history (and what we learned)

From the 300 Gbps Spamhaus attack to 5.6 Tbps Mirai variants: the biggest DDoS attacks ever recorded, what mad...

13 min read →
Attack Analysis

Mirai botnet: how it infects IoT devices and launches DDoS attacks

The full Mirai lifecycle: scanning, credential brute-force, multi-architecture loaders, C2 registration, and c...

12 min read →
Attack Analysis

The anatomy of a SYN flood: packet-by-packet breakdown

A deep technical walkthrough of SYN flood attacks at the packet level. TCP handshake exploitation, kernel beha...

14 min read →
Attack Analysis

UDP amplification attacks: DNS, NTP, memcached, CLDAP, and SSDP explained

How attackers exploit connectionless UDP protocols to amplify traffic by 50,000x. Protocol mechanics, amplific...

15 min read →
Attack Analysis

The Aisiru botnet: what we know about 2025-2026's biggest DDoS threat

Technical analysis of the Aisiru botnet that generated record-breaking 5.6 Tbps attacks. Infrastructure, capab...

13 min read →
Attack Analysis

Carpet bombing attacks: why traditional detection misses them

How carpet bombing distributes attack traffic across entire subnets to stay below per-IP thresholds. Why per-h...

12 min read →
Attack Analysis

DDoS-for-hire: inside the booter and stresser ecosystem in 2026

The economics, infrastructure, and law enforcement actions around the DDoS-for-hire industry. How $30 buys a 1...

14 min read →
Attack Analysis

Record-breaking DDoS attacks of 2025-2026: what changed

From 3.8 Tbps Mirai variants to 5.6 Tbps Aisiru floods. The attacks that broke records, the infrastructure tha...

13 min read →
Attack Analysis

How to detect Mirai C2 traffic on bare metal

Mirai botnet traffic has distinct fingerprints in kernel counters and packet logs. Spot scanning, C2 command t...

9 min read →
Attack Analysis

Memcached amplification: detection, evidence & what to tell your upstream

The 50,000x amplification factor explained at the packet level, a ready-to-use NOC email template, and the exa...

10 min read →
Attack Analysis

DNS amplification attacks: detection, analysis & mitigation

Complete guide to DNS amplification DDoS attacks. Learn how they work at the protocol level, what the traffic ...

12 min read →
Attack Analysis

Detecting memcached amplification before it hits 1Tbps

memcached amplification attacks can reach 50,000x amplification. Here's exactly what the traffic looks like at...

8 min read →
Attack Analysis

Multi-vector DDoS: why your single-protocol detection fails

Sophisticated attackers don't use one protocol. They rotate between UDP, TCP, and HTTP to evade simple thresho...

9 min read →

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