你还在用 AI 猛猛写代码,别人已经在用 AI 自动逆向你的代码和产品了!!
现在大家用 Claude Code、Codex 一天搓几个站,你以为自己项目小,黑客就看不上?
但现在逆向和找漏洞早就不靠人手搓了,AI 能自己翻代码找隐患,还能自己写程序验证攻击
在 CyberGym Level 1 真实软件代码库评测里,
@GCSAHK 的 GCSA Agent 成功率已经干到了 91.3%!!
值得注意的是,不光你的代码会被逆向,连你顺手装的 AI 工具链都是靶子
他们前两天还提醒过,有平台以前引用过的一个 MCP 包,被第三方重新抢注,可能被用来搞供应链投毒、偷开发者的 API 密钥
但咱们平时写完代码直接上线,等出事再手动修 bug,哪跑得过全自动的 AI?
所以我专门去翻了下全球网络安全联盟
@GCSAHK 的底子,他们一边联合香港大学共建了 AI 与网络安全研究中心,一边自研了数十款安全产品,官方公布的全球用户已经超过 3.8 亿
从威胁情报、资产测绘、AI 审计,到边缘防护和基础设施防御,他们全做成了能按需调用的模块
这其中最适合咱们开发者的,就是他们和港大联合推出的 SecVibe Code,直接把攻防 Agent 塞进 Vibe Coding 流程里,你边写代码,它边在旁边盯着做安全审计!!
以前总觉得安全是大厂才操心的事,但现在用 AI 做产品,这门课真得趁早补上
🔝Introduction to Global Cybersecurity Alliance (GCSA) and Its Ecosystem Product Matrix
· Global Cybersecurity Alliance (GCSA )
Bringing together governments, enterprises, individual users, and security experts from a global network perspective, GCSA focuses on emerging threats in AI and Web3. It promotes cross-border joint defense standards and actionable defense systems to safeguard security and trust in the digital world.
· GCSA Ecosystem Product Matrix
In addition to partnering with research institutions, GCSA builds dozens of self-developed security products through its ecosystem product matrix, serving both enterprise/government clients and individual users. Covering full-link capabilities—including threat intelligence, asset mapping, AI auditing, edge protection, and infrastructure defense—it supports flexible, modular deployment.
· Global Users of GCSA Ecosystem Products Exceed 380 Million.
· GCSA Agent Achieved a 91.3% Success Rate in the CyberGym Level 1 Evaluation, Reaching an Industry-Leading Level.
· GCSA Official Website Product Overview:
Authoritative Academic & Scientific Research Collaborations:
· The University of Hong Kong (HKU) × Global Cybersecurity Alliance (GCSA): Jointly established the "Centre for AI and Cybersecurity Research"
· China Resources Longdation Aethereal × Global Cybersecurity Alliance (GCSA): Jointly established the "Centre for AI and Cybersecurity Research"
· Academy of Engineering and Technology of the Developing World (AETDEW) × Global Cybersecurity Alliance (GCSA): Jointly established the "AI & Cybersecurity Research Institute"
· Official Announcement by The University of Hong Kong:
· China Resources Longdation Official Announcement:
· China Resources Longdation Aethereal Official Announcement:
· AETDEW Official Announcement:
Explore GCSA Products:
+GCSA Telegram Channel:
+GCSA WeChat Official Account:
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