A service that analyzes failed fraud detection attempts, anonymizes the data, and aggregates it into a resource for users and financial institutions to find how exactly some fraud was detected as legitimate; thus improving their methods of detection. This acts as a crowdsourced security service, incentivizing ethical hackers and security researchers to contribute by rewarding them for identifying successful spoofing techniques.