Fluid Attacks logo
Login
Contact Us
Young hacker smiling
Zero false positives

Expert intelligence + effective automation

Contact logo Contact Us
GET A DEMO
Person using a Syringe filled with bad stuff

Tainted love

It's all about sanitization

In several past articles, we have briefly touched on the concept of taint analysis. In this article, we will fill in the knowledge gaps regarding taint analysis which may have resulted from our...



Depiction of a deep neural network. Credits: https://unsplash.com/photos/R84Oy89aNKs

Deep Hacking

Deep learning for vulnerability discovery

If we have learned anything so far in our quest to understand how machine learning (ML) can be used to detect vulnerabilities in source code, it’s that what matters the most in this process are...



The actual serial killer doll

The anomaly serial killer doll

Hunting missing checks with anomaly detection

In our previous article we focused on taint-style vulnerabilites, i.e., those that are essentially due to the lack of input sanitization which allows tainted, user-controlled data to reach...



Screen showing source code

Exploiting code graphs

Mining graph representations for vulnerabilities

As we have seen in our previous revision article, probably the most interesting and successful approach to automated vulnerability detection is the pattern-based approach. Since we expect to...



Can machines learn to hack?

Machine-learning to hack

Machine learning for vulnerability discovery

To date the most important security vulnerabilities have been found via laborius code auditing. Also, this is the only way vulnerabilities can be found and fixed during development. However, as...



Service status - Terms of Use