Mã nguồn chứa thông tin nhạy cảm cứng ⚠️ là lỗ hổng bảo mật nghiêm trọng! API keys, password database thường vô tình xuất hiện trong source code.

Giải pháp: ESLint plugin `eslint-plugin-secure-coding` tự động phát hiện, chỉ dẫn sửa bằng biến môi trường ✅
👉 Cài đặt đơn giản, hỗ trợ AI auto-fix
👉 Ngăn rò rỉ credentials trong 50k dòng code

#BaoMat #AnToanThongTin #LapTrinhAnToan #CyberSecurity #DevSecOps
#HolePatch #CodeSecurity #AIVietNam

https://dev.to/ofri-peretz/hardcoded-secrets-the-1-v

“Noise reduction alone isn’t the goal; accuracy on real risks is.”
— James Wickett, CEO & Co-founder, DryRun Security

Why application security needs context at code review - and why intent matters more than alert volume.

Read more:
https://www.technadu.com/why-application-security-needs-context-at-code-review-not-more-alerts/616254/

#AppSec #DevSecOps #CodeSecurity #InfoSec

Đang tìm kiếm mô hình/công cụ để quét và phát hiện mã độc trong dự án mã nguồn mở. Đang cân nhắc Nemotron, GPT-OSS, Qwen Coder hoặc liệu có mô hình điều chỉnh/tập trung chuyên sâu nào khác hỗ trợ? Cần gợi ý từ cộng đồng! #AiAnToan #PhanTichMa #OSS #CodeSecurity #MalwareDetection

https://www.reddit.com/r/LocalLLaMA/comments/1psr8rl/looking_for_modelsprojects_to_scan_and_detect/

AI models often miss IaC security flaws—not because they lack power, but because they lack focus.

This benchmark shows how accuracy improves when AI gets clear context, tight scope, and an understanding of why a fix works.

It’s the difference between a quick patch and real remediation.

At AppSec Village, we appreciate sponsors like Symbiotic AI, who push for true precision in AI-powered security.

Read the full article →
https://www.symbioticsec.ai/blog/cracking-code-insights-ai-powered-code-security-remediation?utm_source=apv&utm_medium=technical&utm_campaign=apv&utm_id=apv

#AI #AIBenchmarks #CodeSecurity #DevSecOps

Developer-first security isn’t buzzwords or “shift left.”

It’s giving developers context, clarity, and tools that reduce cognitive load—not add more alerts or friction.

This article breaks down why most approaches fall short, and what real developer-first security looks like in practice.

At AppSec Village, we’re here for sponsors like Symbiotic Security who actually support how developers work.

Read it here: https://www.symbioticsec.ai/blog/real-conversation-about-developer-first-security?utm_source=apv&utm_medium=technical&utm_campaign=apv&utm_id=apv

#AI #CodeSecurity #DevSecOps #DeveloperFirstSecurity

Una vulnerabilidad crítica en GitHub Actions permitía a atacantes saltarse restricciones de seguridad en repositorios privados. Asegúrate de que tus workflows no usen expresiones dinámicas no confiables. La actualización es crucial para proteger tu código.

#GitHub #Seguridad #Vulnerabilidad #DevSecOps #CodeSecurity

"AI-driven security and spec-first IDEs are revolutionizing software development. Tools like Defender for Cloud and GitHub Advanced Security offer runtime insights, while spec-first tools like Kiro and Spec Kit embed security into code from the start. Faster remediation, better security, and a shift from code-first to intent-first development. #AIInnovation #DevSecOps #SpecFirst #CodeSecurity #SoftwareEngineering"

https://saysomething.hashnode.dev/ai-driven-security-spec-first-development-reshaping-secure-software