Expert insights on attack surface resilience, protection coverage, and security architecture
Most production rate limits are round numbers picked without traffic data. A picked limit is a guess that blocks real users or lets attacks through. The 5-dimension baseline framework (path, time, geography, method, auth state) that replaces the guess with a measurement.
Read Article →Cloudflare, Akamai, Fastly hide your origin. We have 11 correlation methods that find it anyway: passive DNS, certificate transparency, Shodan cert hashes, TLS SNI mismatch, GitHub leaks, SSRF callbacks. What works, what fails, how to defend.
Read Article →Cloudflare Tunnel is HTTP-only on free. Tailscale and WireGuard cover IP, but partners need real endpoints. Here is the defensive playbook for the protocols private tunnels do not natively support, with the leak vectors that still expose your origin.
Read Article →We reverse-engineered the JavaScript challenge logic of 20 WAF and bot detection vendors. 14 out of 16 fail to stop automated traffic. Here is what each one actually checks vs. what they claim.
Read Article →We sustained 219 RPS through Cloudflare Free with zero blocks. TLS fingerprinting is used for classification, not blocking. Here is what vendors actually check instead.
Read Article →DDactic ran its full recon pipeline against its own infrastructure. 9 unprotected API endpoints, cache bust viable at 50K RPS, no cross-layer fingerprint validation. Even a DDoS vendor has gaps.
Read Article →Your WAF inspects HTTP. gRPC speaks protobuf over HTTP/2. Five attack modes - stream flooding, large messages, deadline abuse, metadata flooding, connection flooding - that bypass WAF inspection entirely.
Read Article →Infostealer malware captures browser history, revealing internal URLs, admin panels, and staging servers not behind CDN protection. We cross-reference 7 breach sources with attack surface scans.
Read Article →Most organizations assume their DDoS protection works because they bought it. Our data shows 68% of tested companies have critical gaps. Here is why testing matters more than purchasing.
Read Article →Cloud WAFs absorb volume at the edge. On-prem WAFs inspect at depth. Each has blind spots the other covers. A DDoS-focused comparison with detection fingerprints.
Read Article →DNS is the first thing an attacker queries. A, CNAME, MX, TXT, and NS records reveal your CDN provider, origin IPs, email infrastructure, and forgotten subdomains.
Read Article →Not all DDoS attacks are equal. Our 233-attack taxonomy scores complexity from 1 to 10. A 1 Gbps L7 attack can be more damaging than a 100 Gbps volumetric flood.
Read Article →When a CDN says "100 requests per 10 seconds," where is that counted? Our research across 10 vendors reveals per-PoP counting gaps that let attackers multiply their effective rate limit.
Read Article →Every HTTP response leaks information about your defense stack. Server headers, WAF signatures, CDN cookies, and error pages tell attackers exactly what they're up against.
Read Article →Companies protect their web APIs but forget about mobile and desktop app endpoints. These hidden APIs often bypass CDN and WAF protection entirely.
Read Article →Subdomain enumeration is just stage one. Port scanning, L7 fingerprinting, breach data, AI classification, and test plan generation complete the picture.
Read Article →How does your industry compare? Financial services scores 65-80, healthcare averages 35-50. A deep dive into OPI scoring methodology and what drives the gaps.
Read Article →Most scanners query one or two data sources. DDactic queries 13, validates with AI, and discovers assets others miss. A deep dive into the reconnaissance pipeline.
Read Article →One engineer, 3 years of hands-on cybersecurity expertise, and an AI assistant built a 650K-line multi-cloud security platform in 100 days. An honest technical retrospective.
Read Article →CDN protection only works if attackers can't find your origin servers. Learn how attackers bypass CDN protection and what you can do about it.
Read Article →A practical breakdown of DDoS downtime costs for security teams, finance, and executives. Real numbers, not recycled statistics.
Read Article →Why APIs are uniquely vulnerable to DDoS attacks and what developers can do about it. Security guide for API teams.
Read Article →A comprehensive technical deep-dive into CDN, WAF, and origin protection layers. Learn how each layer works and where gaps typically exist.
Read Article →A new open standard for measuring DDoS resilience with objective, reproducible scores. Finally, a way to quantify your security posture.
Read Article →Common bypass techniques and overlooked attack vectors that leave organizations vulnerable despite having DDoS protection in place.
Read Article →Multi-cloud orchestration, spot instance recovery, and the engineering behind DDactic's distributed simulation infrastructure.
Read Article →A practical framework for validating your DDoS defenses with progressive testing levels, from configuration audit to full red team simulation.
Read Article →Common WAF misconfigurations that create false confidence, and how to detect and fix them before they're exploited.
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