KnowML: Improving Generalization of ML-NIDS with Attack Knowledge Graphs

Despite extensive research on Machine Learning-based Network Intrusion Detection Systems ML-NIDS, their capability to detect diverse attack variants remains uncertain. Prior studies have largely relied on homogeneous datasets, which artificially inflate performance scores and offer a false sense ...

Expert Cybersecurity Awareness: Test Your Attack Knowledge

Hey, security experts: Can you recognize an attack from the code alone? Test your attack knowledge skills with this quick quiz...

U.S. Dept Of Defense: System Error Reveals SQL Information

Hello, While testing your program i came across an endpoint that is leaking sql errors and queries from on of your websites. I use the following google dork to detect this: site:████████ "sql error" Endpoints leaking data: https://www.██████/██████████ https://www.███████/███ Some of the errors...