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Behind the Scenes of Github Copilot's Code Vulnerability Management

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Manage episode 420981709 series 3474159
Content provided by HackerNoon. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by HackerNoon 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://ppacc.player.fm/legal.

This story was originally published on HackerNoon at: https://hackernoon.com/behind-the-scenes-of-github-copilots-code-vulnerability-management.
Discover results of a replication study analyzing Copilot's code suggestions for CWE vulnerabilities, highlighting wins and losses in AI-generated code security
Check more stories related to programming at: https://hackernoon.com/c/programming. You can also check exclusive content about #github-copilot, #ai-code-generation, #github-copilot-security, #ai-code-security, #code-generation-tools, #copilot-replication-study, #code-vulnerability-analysis, #hackernoon-top-story, and more.
This story was written by: @gitflow. Learn more about this writer by checking @gitflow's about page, and for more stories, please visit hackernoon.com.
The replication study of Copilot's vulnerability analysis reveals improvements in handling certain CWE vulnerabilities, while others still pose challenges. Copilot shows progress in generating non-vulnerable code but requires further fine-tuning for comprehensive AI-generated code security.

  continue reading

346 episodes

Artwork
iconShare
 
Manage episode 420981709 series 3474159
Content provided by HackerNoon. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by HackerNoon 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://ppacc.player.fm/legal.

This story was originally published on HackerNoon at: https://hackernoon.com/behind-the-scenes-of-github-copilots-code-vulnerability-management.
Discover results of a replication study analyzing Copilot's code suggestions for CWE vulnerabilities, highlighting wins and losses in AI-generated code security
Check more stories related to programming at: https://hackernoon.com/c/programming. You can also check exclusive content about #github-copilot, #ai-code-generation, #github-copilot-security, #ai-code-security, #code-generation-tools, #copilot-replication-study, #code-vulnerability-analysis, #hackernoon-top-story, and more.
This story was written by: @gitflow. Learn more about this writer by checking @gitflow's about page, and for more stories, please visit hackernoon.com.
The replication study of Copilot's vulnerability analysis reveals improvements in handling certain CWE vulnerabilities, while others still pose challenges. Copilot shows progress in generating non-vulnerable code but requires further fine-tuning for comprehensive AI-generated code security.

  continue reading

346 episodes

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