Drop inventory CSV or click to browse
Required column: software
5.0k
Higher = more thorough but slower. Dataset has 200k+ CVEs.
software
Apache HTTP Server
OpenSSL
Windows Server
MySQL
Log4j
nginx
boost = 1.0
  + 0.30 × inventory_matches
  × 1.25 (if public exploit)
  × 1.15 (if remote + unauth)
  × 1.10 (if NETWORK vector)

context_score = min(prob_critical × boost, 1.0)
Fuzzy matching via FuzzyWuzzy — software names are checked against NER entity tags and raw CVE descriptions (≥75% / ≥85% threshold).
Upload your software inventory
The system fuzzy-matches each software name against 200k+ CVEs and surfaces only those that affect your environment, ranked by context score.