vulnerability data

AnonShield: Scalable On-Premise Pseudonymization Cuts Vulnerability Data Processing from 92 Hours to Under 10 Minutes

AnonShield, a new pseudonymization system for CSIRT vulnerability data, achieves up to 738x speedup using GPU-accelerated NER and streaming processing. It enables compliant data sharing without sacrificing analytical utility, reducing processing time from over 92 hours to under 10 minutes on datasets up to 550 MB.