Re-running a Vulnerability Detection Benchmark, More Carefully
I reproduced Devign (NeurIPS 2019) from scratch on the authors' own data. It lands 11 points below the paper, two-thirds of its test set leaks through shared commits, and a plain CNN beats it.
Read postProject Iridium
A Docker-based network simulation with attacker, victim, and web-server stations: port scanning, credential testing, and data exfiltration in a sandbox.
Read post