Moving from academic research to industry is non-trivial
I was recently interviewed for the Silver Bullet podcast, hosted by Gary McGraw where I discussed the advantages of industry over academic research, why it was non-trivial to start a business in Europe and where the Application Security industry is moving towards in the future.
While it was never my intention to start a business, I did because I saw too many companies struggling with the same problem; writing secure code is a challenge for most developers. We have an entire industry focused on finding security problems in code, and these problems are just piling up.
There are very few solutions that are actually focused on efficiently helping organizations and their development team that struggle with fixing the problems found, and even less on trying to prevent more problems being introduced in code. More and more, organizations are becoming aware of this vicious cycle and are realizing that their development team need to be trained on writing secure code from the beginning and they need to be equipped with the tools and processes to enable them.
If you want to know more about how Gary McGraw and myself see the industry moving forward, check out the the Silver Bullet podcast!
Show 139: Matias Madou discusses secure development training and software security testing research
https://www.synopsys.com/software-integrity/resources/podcasts/show-139.html
Show 139: Matias Madou discusses secure development training and software security testing research
Matias Madou, Ph.D. is a security expert, researcher, and CTO and co-founder of Secure Code Warrior. Matias obtained his Ph.D. in Application Security from Ghent University, focusing on static analysis solutions. He later joined Fortify in the US, where he realized that it was insufficient to solely detect code problems without aiding developers in writing secure code. This inspired him to develop products that assist developers, alleviate the burden of security, and exceed customers' expectations. When he is not at his desk as part of Team Awesome, he enjoys being on stage presenting at conferences including RSA Conference, BlackHat and DefCon.

Secure Code Warrior is here for your organization to help you secure code across the entire software development lifecycle and create a culture in which cybersecurity is top of mind. Whether you’re an AppSec Manager, Developer, CISO, or anyone involved in security, we can help your organization reduce risks associated with insecure code.
Book a demoMatias Madou, Ph.D. is a security expert, researcher, and CTO and co-founder of Secure Code Warrior. Matias obtained his Ph.D. in Application Security from Ghent University, focusing on static analysis solutions. He later joined Fortify in the US, where he realized that it was insufficient to solely detect code problems without aiding developers in writing secure code. This inspired him to develop products that assist developers, alleviate the burden of security, and exceed customers' expectations. When he is not at his desk as part of Team Awesome, he enjoys being on stage presenting at conferences including RSA Conference, BlackHat and DefCon.
Matias is a researcher and developer with more than 15 years of hands-on software security experience. He has developed solutions for companies such as Fortify Software and his own company Sensei Security. Over his career, Matias has led multiple application security research projects which have led to commercial products and boasts over 10 patents under his belt. When he is away from his desk, Matias has served as an instructor for advanced application security training courses and regularly speaks at global conferences including RSA Conference, Black Hat, DefCon, BSIMM, OWASP AppSec and BruCon.
Matias holds a Ph.D. in Computer Engineering from Ghent University, where he studied application security through program obfuscation to hide the inner workings of an application.
I was recently interviewed for the Silver Bullet podcast, hosted by Gary McGraw where I discussed the advantages of industry over academic research, why it was non-trivial to start a business in Europe and where the Application Security industry is moving towards in the future.
While it was never my intention to start a business, I did because I saw too many companies struggling with the same problem; writing secure code is a challenge for most developers. We have an entire industry focused on finding security problems in code, and these problems are just piling up.
There are very few solutions that are actually focused on efficiently helping organizations and their development team that struggle with fixing the problems found, and even less on trying to prevent more problems being introduced in code. More and more, organizations are becoming aware of this vicious cycle and are realizing that their development team need to be trained on writing secure code from the beginning and they need to be equipped with the tools and processes to enable them.
If you want to know more about how Gary McGraw and myself see the industry moving forward, check out the the Silver Bullet podcast!
Show 139: Matias Madou discusses secure development training and software security testing research
https://www.synopsys.com/software-integrity/resources/podcasts/show-139.html
I was recently interviewed for the Silver Bullet podcast, hosted by Gary McGraw where I discussed the advantages of industry over academic research, why it was non-trivial to start a business in Europe and where the Application Security industry is moving towards in the future.
While it was never my intention to start a business, I did because I saw too many companies struggling with the same problem; writing secure code is a challenge for most developers. We have an entire industry focused on finding security problems in code, and these problems are just piling up.
There are very few solutions that are actually focused on efficiently helping organizations and their development team that struggle with fixing the problems found, and even less on trying to prevent more problems being introduced in code. More and more, organizations are becoming aware of this vicious cycle and are realizing that their development team need to be trained on writing secure code from the beginning and they need to be equipped with the tools and processes to enable them.
If you want to know more about how Gary McGraw and myself see the industry moving forward, check out the the Silver Bullet podcast!
Show 139: Matias Madou discusses secure development training and software security testing research
https://www.synopsys.com/software-integrity/resources/podcasts/show-139.html

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Secure Code Warrior is here for your organization to help you secure code across the entire software development lifecycle and create a culture in which cybersecurity is top of mind. Whether you’re an AppSec Manager, Developer, CISO, or anyone involved in security, we can help your organization reduce risks associated with insecure code.
View reportBook a demoMatias Madou, Ph.D. is a security expert, researcher, and CTO and co-founder of Secure Code Warrior. Matias obtained his Ph.D. in Application Security from Ghent University, focusing on static analysis solutions. He later joined Fortify in the US, where he realized that it was insufficient to solely detect code problems without aiding developers in writing secure code. This inspired him to develop products that assist developers, alleviate the burden of security, and exceed customers' expectations. When he is not at his desk as part of Team Awesome, he enjoys being on stage presenting at conferences including RSA Conference, BlackHat and DefCon.
Matias is a researcher and developer with more than 15 years of hands-on software security experience. He has developed solutions for companies such as Fortify Software and his own company Sensei Security. Over his career, Matias has led multiple application security research projects which have led to commercial products and boasts over 10 patents under his belt. When he is away from his desk, Matias has served as an instructor for advanced application security training courses and regularly speaks at global conferences including RSA Conference, Black Hat, DefCon, BSIMM, OWASP AppSec and BruCon.
Matias holds a Ph.D. in Computer Engineering from Ghent University, where he studied application security through program obfuscation to hide the inner workings of an application.
I was recently interviewed for the Silver Bullet podcast, hosted by Gary McGraw where I discussed the advantages of industry over academic research, why it was non-trivial to start a business in Europe and where the Application Security industry is moving towards in the future.
While it was never my intention to start a business, I did because I saw too many companies struggling with the same problem; writing secure code is a challenge for most developers. We have an entire industry focused on finding security problems in code, and these problems are just piling up.
There are very few solutions that are actually focused on efficiently helping organizations and their development team that struggle with fixing the problems found, and even less on trying to prevent more problems being introduced in code. More and more, organizations are becoming aware of this vicious cycle and are realizing that their development team need to be trained on writing secure code from the beginning and they need to be equipped with the tools and processes to enable them.
If you want to know more about how Gary McGraw and myself see the industry moving forward, check out the the Silver Bullet podcast!
Show 139: Matias Madou discusses secure development training and software security testing research
https://www.synopsys.com/software-integrity/resources/podcasts/show-139.html
Table of contents
Matias Madou, Ph.D. is a security expert, researcher, and CTO and co-founder of Secure Code Warrior. Matias obtained his Ph.D. in Application Security from Ghent University, focusing on static analysis solutions. He later joined Fortify in the US, where he realized that it was insufficient to solely detect code problems without aiding developers in writing secure code. This inspired him to develop products that assist developers, alleviate the burden of security, and exceed customers' expectations. When he is not at his desk as part of Team Awesome, he enjoys being on stage presenting at conferences including RSA Conference, BlackHat and DefCon.

Secure Code Warrior is here for your organization to help you secure code across the entire software development lifecycle and create a culture in which cybersecurity is top of mind. Whether you’re an AppSec Manager, Developer, CISO, or anyone involved in security, we can help your organization reduce risks associated with insecure code.
Book a demoDownloadResources to get you started
AI Coding Assistants: A Guide to Security-Safe Navigation for the Next Generation of Developers
Large language models deliver irresistible advantages in speed and productivity, but they also introduce undeniable risks to the enterprise. Traditional security guardrails aren’t enough to control the deluge. Developers require precise, verified security skills to identify and prevent security flaws at the outset of the software development lifecycle.
Secure by Design: Defining Best Practices, Enabling Developers and Benchmarking Preventative Security Outcomes
In this research paper, Secure Code Warrior co-founders, Pieter Danhieux and Dr. Matias Madou, Ph.D., along with expert contributors, Chris Inglis, Former US National Cyber Director (now Strategic Advisor to Paladin Capital Group), and Devin Lynch, Senior Director, Paladin Global Institute, will reveal key findings from over twenty in-depth interviews with enterprise security leaders including CISOs, a VP of Application Security, and software security professionals.
Resources to get you started
Setting the Standard: SCW Releases Free AI Coding Security Rules on GitHub
AI-assisted development is no longer on the horizon — it’s here, and it’s rapidly reshaping how software is written. Tools like GitHub Copilot, Cline, Roo, Cursor, Aider, and Windsurf are transforming developers into co-pilots of their own, enabling faster iteration and accelerating everything from prototyping to major refactoring projects.
Close the Loop on Vulnerabilities with Secure Code Warrior + HackerOne
Secure Code Warrior is excited to announce our new integration with HackerOne, a leader in offensive security solutions. Together, we're building a powerful, integrated ecosystem. HackerOne pinpoints where vulnerabilities are actually happening in real-world environments, exposing the "what" and "where" of security issues.




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