下图展示了一个有趣的现象：在法国斗牛犬的图像上添加一小块对抗性补丁后，VGG分类器竟然以极高的置信度将其判定为足球。Grad-CAM可视化清楚地显示，模型的注意力完全从狗身上转移到了那块补丁——一个精心构造的小扰动就足以劫持整个决策过程。

Abstract: Many works have recently proposed the use of Large Language Model (LLM) based agents for performing ‘repository level’ tasks, loosely defined as a set of tasks whose scopes are greater than ...

A comprehensive Python implementation demonstrating control theory concepts through simulation and comparison of classical PID control versus optimal LQR control for an inverted pendulum system, with ...

有这样一本Python入门神作：畅销全球、原版销量超50万册，中文版累计销量近30万册，更被翻译成日语、韩语、意大利语、德语等多语种版本；豆瓣8.8分，美亚4.7分，长期稳居各大平台编程入门类图书榜单前列；《Python编程：从入门到实践》作者埃里克 ...

An interactive, deterministic data quality analysis and issue detection system for B2B company and people datasets. Separates problematic records from clean, production-ready data with transparent ...

The threat actor known as Silver Fox has turned its focus to India, using income tax-themed lures in phishing campaigns to distribute a modular remote access trojan called ValleyRAT (aka Winos 4.0).