Machine Learning WAF Rule Generation vs Static Rulesets
ML-based WAFs adapt to new attack variations faster than static rules can be manually updated.
Priya Nanthakumar
Section
DDoS & WAF
11 stories in DDoS & WAF.
Indicators of Compromise vs Behavioral Detection for Web Threat Hunting
Behavioral detection catches novel attacks; IoCs confirm known threats and scope their reach.
Simone Achebe
Data Exfiltration Detection at the Network Perimeter
Perimeter controls need behavioral analysis and encrypted inspection to catch modern data theft.
Rafael Quinones-Park
Measuring DDoS Mitigation Effectiveness With Real Traffic Data
Vendor benchmarks miss modern attacks—here's how to measure what actually matters.
Rafael Quinones-Park
Account Takeover Prevention at the Network Edge
Blocking credential-stuffing bots before login succeeds where post-authentication tools fail.
Priya Nanthakumar
DDoS Protection for Real-Time WebSocket and gRPC Services
Persistent connections need defenses that stateless HTTP never required.
Tobias Wendler
Credential Stuffing Attack Patterns and Infrastructure-Level Defenses
Attackers now harvest live credentials at industrial scale and evade standard defenses by design.
Priya Nanthakumar
BGP Anycast and Network-Layer DDoS Absorption Architecture
Distributed processing replaces centralized defenses as attacks exceed any single pipe's capacity.
Simone Achebe
Bot Management for API Endpoints vs Web Browser Traffic
API and browser bots exploit different weaknesses and need separate detection systems.
Rafael Quinones-Park
WAF Rule Tuning to Eliminate False Positives in Production
Structured tuning process eliminates false positives without gutting security.
Simone Achebe
Layer 7 DDoS Mitigation for HTTP Application Endpoints
Sophisticated attackers bypass bandwidth limits by forcing expensive work on servers.
Tobias Wendler