The American healthcare system is one of the most innovative in the world. But it’s also riddled with complex challenges, such as access to affordable medications, inefficiency and administrative burdens, and communication barriers between providers. There’s clearly a better way—and at Surescripts, we have a unique sightline into what that may be. In this series, host Melanie Marcus, Chief Marketing Officer of Surescripts, sits down with today’s most inspiring and innovative leaders in healt ...
…
continue reading
Content provided by Snyk. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Snyk or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://staging.podcastplayer.com/legal.
Similar to The Secure Developer
Hanselminutes is Fresh Air for Developers. A weekly commute-time podcast that promotes fresh technology and fresh voices. Talk and Tech for Developers, Life-long Learners, and Technologists.
…
continue reading
The power of Data is undeniable. And unharnessed - it’s nothing but chaos. Making data your ally. Using it to lead with confidence and clarity. Host Jess Carter is solving problems in real-time to reveal what’s possible. Helping communities and people thrive. This is Data Driven Leadership, a show brought to you by Resultant.
…
continue reading
1
Defensive Security Podcast - Malware, Hacking, Cyber Security & Infosec
Jerry Bell and Andrew Kalat
5k
200
Defensive Security is a weekly information security podcast which reviews recent high profile cyber security breaches, data breaches, malware infections and intrusions to identify lessons that we can learn and apply to the organizations we protect.
…
continue reading
A podcast about web design and development.
…
continue reading
For more than a dozen years, the Stack Overflow Podcast has been exploring what it means to be a software developer and how the art and practice of programming is changing our world. From Rails to React, from Java to Node.js, join the Stack home team for conversations with fascinating guests to help you understand how technology is made and where it’s headed.
…
continue reading
Show notes are at https://stevelitchfield.com/sshow/chat.html
…
continue reading
Android Backstage, a podcast by and for Android developers. Hosted by developers from the Android engineering team, this show covers topics of interest to Android programmers, with in-depth discussions and interviews with engineers on the Android team at Google. Subscribe to Android Developers YouTube → https://goo.gle/AndroidDevs
…
continue reading
Call them changemakers. Call them rule breakers. We call them Redefiners. And in this provocative podcast, we explore how daring leaders from across industries and around the globe are redefining their organizations—and themselves—to create extraordinary impact in today’s rapidly changing world. In each episode, Russell Reynolds Associates Leadership Advisor Hoda Tahoun and former CEO Clarke Murphy host engaging, purposeful conversations with leaders in and out of the business world who shar ...
…
continue reading
Player FM - Podcast App
Go offline with the Player FM app!
Go offline with the Player FM app!
))
Securing The Future: How AI Is Transforming Vulnerability Detection With Berkay Berabi
Manage episode 459819310 series 2621695
Content provided by Snyk. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Snyk or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://staging.podcastplayer.com/legal.
Episode Summary
Imagine if AI could detect and fix vulnerabilities in your code faster and with greater precision than ever before. That future is already here! In today’s episode, we’re joined by Berkay Berabi, an AI researcher and Senior Software Engineer at Snyk, to dive into the cutting-edge world of AI-powered vulnerability detection. Berkay offers insight into how Snyk is leveraging a hybrid AI approach to detect and fix vulnerabilities in code, combining human-driven expertise with machine learning for greater accuracy and scalability. He also introduces CodeReduce, a game-changing tool by Snyk that strips away irrelevant code, streamlining the detection process and addressing the challenges posed by complex, multi-step data flows. Through rigorous model testing, Snyk ensures that AI-generated fixes are validated to prevent errors, making the process faster and more reliable.
Show Notes
In this fascinating episode of The Secure Developer, host Danny Allan sits down with Berkay Berabi, an AI researcher at Snyk, to explore the groundbreaking CodeReduce technology and its implications for software security. Berabi, who transitioned from electrical engineering to AI research, shares insights into how Snyk is revolutionizing vulnerability detection and remediation using artificial intelligence.
The conversation delves deep into the technical aspects of CodeReduce, explaining how this innovative approach reduces complex code structures by up to 50 times their original size while maintaining vulnerability detection capabilities. Berabi explains the sophisticated process of code reduction, analysis, and fix generation, highlighting how AI models can better understand and address security vulnerabilities when working with simplified code. The discussion also covers the challenges of different AI models, from T5 to StarCoder and Mixtral, exploring their varying capabilities, accuracies, and performance trade-offs.
The episode critically examines the future of AI in software development, addressing both opportunities and concerns. Berabi and Allan discuss recent findings about AI-generated code potentially introducing new vulnerabilities, referencing Gartner's prediction that by 2027, 25% of software vulnerabilities could be created by AI-generated code. They explore how tools like CodeReduce and other AI-powered security measures might help mitigate these risks while examining the broader implications of AI assistance in software development. This episode offers valuable insights for developers, security professionals, and anyone interested in the intersection of AI and software security.
Links
Follow Us
165 episodes
Share
Manage episode 459819310 series 2621695
Content provided by Snyk. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Snyk or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://staging.podcastplayer.com/legal.
Episode Summary
Imagine if AI could detect and fix vulnerabilities in your code faster and with greater precision than ever before. That future is already here! In today’s episode, we’re joined by Berkay Berabi, an AI researcher and Senior Software Engineer at Snyk, to dive into the cutting-edge world of AI-powered vulnerability detection. Berkay offers insight into how Snyk is leveraging a hybrid AI approach to detect and fix vulnerabilities in code, combining human-driven expertise with machine learning for greater accuracy and scalability. He also introduces CodeReduce, a game-changing tool by Snyk that strips away irrelevant code, streamlining the detection process and addressing the challenges posed by complex, multi-step data flows. Through rigorous model testing, Snyk ensures that AI-generated fixes are validated to prevent errors, making the process faster and more reliable.
Show Notes
In this fascinating episode of The Secure Developer, host Danny Allan sits down with Berkay Berabi, an AI researcher at Snyk, to explore the groundbreaking CodeReduce technology and its implications for software security. Berabi, who transitioned from electrical engineering to AI research, shares insights into how Snyk is revolutionizing vulnerability detection and remediation using artificial intelligence.
The conversation delves deep into the technical aspects of CodeReduce, explaining how this innovative approach reduces complex code structures by up to 50 times their original size while maintaining vulnerability detection capabilities. Berabi explains the sophisticated process of code reduction, analysis, and fix generation, highlighting how AI models can better understand and address security vulnerabilities when working with simplified code. The discussion also covers the challenges of different AI models, from T5 to StarCoder and Mixtral, exploring their varying capabilities, accuracies, and performance trade-offs.
The episode critically examines the future of AI in software development, addressing both opportunities and concerns. Berabi and Allan discuss recent findings about AI-generated code potentially introducing new vulnerabilities, referencing Gartner's prediction that by 2027, 25% of software vulnerabilities could be created by AI-generated code. They explore how tools like CodeReduce and other AI-powered security measures might help mitigate these risks while examining the broader implications of AI assistance in software development. This episode offers valuable insights for developers, security professionals, and anyone interested in the intersection of AI and software security.
Links
Follow Us
165 episodes
All episodes
×
Welcome to Player FM!
Player FM is scanning the web for high-quality podcasts for you to enjoy right now. It's the best podcast app and works on Android, iPhone, and the web. Signup to sync subscriptions across devices.
Similar to The Secure Developer
The American healthcare system is one of the most innovative in the world. But it’s also riddled with complex challenges, such as access to affordable medications, inefficiency and administrative burdens, and communication barriers between providers. There’s clearly a better way—and at Surescripts, we have a unique sightline into what that may be. In this series, host Melanie Marcus, Chief Marketing Officer of Surescripts, sits down with today’s most inspiring and innovative leaders in healt ...
…
continue reading
Hanselminutes is Fresh Air for Developers. A weekly commute-time podcast that promotes fresh technology and fresh voices. Talk and Tech for Developers, Life-long Learners, and Technologists.
…
continue reading
The power of Data is undeniable. And unharnessed - it’s nothing but chaos. Making data your ally. Using it to lead with confidence and clarity. Host Jess Carter is solving problems in real-time to reveal what’s possible. Helping communities and people thrive. This is Data Driven Leadership, a show brought to you by Resultant.
…
continue reading
1
Defensive Security Podcast - Malware, Hacking, Cyber Security & Infosec
Jerry Bell and Andrew Kalat
5k200
Defensive Security is a weekly information security podcast which reviews recent high profile cyber security breaches, data breaches, malware infections and intrusions to identify lessons that we can learn and apply to the organizations we protect.
…
continue reading
A podcast about web design and development.
…
continue reading
For more than a dozen years, the Stack Overflow Podcast has been exploring what it means to be a software developer and how the art and practice of programming is changing our world. From Rails to React, from Java to Node.js, join the Stack home team for conversations with fascinating guests to help you understand how technology is made and where it’s headed.
…
continue reading
Show notes are at https://stevelitchfield.com/sshow/chat.html
…
continue reading
Android Backstage, a podcast by and for Android developers. Hosted by developers from the Android engineering team, this show covers topics of interest to Android programmers, with in-depth discussions and interviews with engineers on the Android team at Google. Subscribe to Android Developers YouTube → https://goo.gle/AndroidDevs
…
continue reading
Call them changemakers. Call them rule breakers. We call them Redefiners. And in this provocative podcast, we explore how daring leaders from across industries and around the globe are redefining their organizations—and themselves—to create extraordinary impact in today’s rapidly changing world. In each episode, Russell Reynolds Associates Leadership Advisor Hoda Tahoun and former CEO Clarke Murphy host engaging, purposeful conversations with leaders in and out of the business world who shar ...
…
continue reading
Player FM - Podcast App
Go offline with the Player FM app!
Go offline with the Player FM app!
