InfoWorld

I ran Qwen3.5 locally instead of Claude Code. Here’s what happened.

You can now run LLMs for software development on consumer-grade PCs. But we’re still a ways off from having Claude at home.
InfoWorld

The ‘toggle-away’ efficiencies: Cutting AI costs inside the training loop

You don't need the newest GPUs to save money on AI; simple tweaks like "smoke tests" and fixing data bottlenecks can slash ...
Cybernews

Malicious campaign targeting vulnerable OpenWebUI servers: technical analysis

During an investigation into exposed OpenWebUI servers, the Cybernews research team identified a malicious campaign targeting vulnerable OpenWebUI servers with cryptocurrency miners and Info Stealers.

跨境协同治理下加密货币授权钓鱼攻击的阻断机制与技术重构

随着区块链技术的普及与去中心化金融（DeFi）生态的扩张，针对数字资产的犯罪形态正经历从传统私钥窃取向“授权钓鱼”（Approval Phishing）的范式转移。2026年3月，由美国、英国及加拿大执法机构联合发起的“大西洋行动”（Operation Atlantic），标志着全球反加密诈骗治理进入实时阻断与跨境协同的新阶段。本文基于该行动的实战背景，深入剖析授权钓鱼攻击的技术原理、社会工程学诱 ...
eWeek

Nvidia Brands Data Centers as $1 Trillion Token Mills

Nvidia is turning data centers into trillion-dollar "token factories," while Copilot and RRAS remind us that security locks ...

人工智能驱动下的网络攻击演化机制与自适应防御体系构建

当前，全球网络安全格局正经历着由人工智能（AI）技术深度介入而引发的范式转移。传统基于规则匹配和静态特征库的防御体系，在面对由生成式人工智能赋能的自动化、智能化及定制化攻击时，显得日益捉襟见肘。本文基于近期关于“网络安全威胁加剧，人工智能加速攻击并重塑安全格局”的深度报道，系统剖析了AI技术在网络攻击链各阶段的渗透路径与增强效应。研究指出，攻击者利用大语言模型（LLM）生成的多态恶意代码、高度逼真 ...