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。

Julia Kagan is a financial/consumer journalist and former senior editor, personal finance, of Investopedia. Thomas J. Brock is a CFA and CPA with more than 20 years of experience in various areas ...

When a figure is plotted with a bold/dark title or legend, e.g.: Plot The title appears correctly (bold, dark). Title and other text properties should remain intact. Editing a label should NOT modify ...

The title industry saw premium volume and profits both head higher with only a mild drift upward in claims during the second quarter, sustaining a turnaround insurers began to see last year.

Selecting a title company can be an afterthought for most homebuyers—but it shouldn’t be. Such a company is essential for a smooth closing on your home. Finding a trustworthy one to manage large sums ...

Shopping for a used car can be tough when your finances are tight. Scrolling the internet may eventually reveal a vehicle that seems nice and has a low price, perfect for someone with temporary ...

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Will Kenton is an expert on the economy and investing laws and regulations. He previously held senior editorial roles at Investopedia and Kapitall Wire and holds a MA in Economics from The New School ...

Criminals who commit home title theft try to take ownership of someone's home under false pretenses. Title thieves may forge signatures or pressure homeowners to sign over their title. Protect ...

Most insurance companies offer liability insurance for salvage cars with a rebuilt title so you can drive the car legally. You can't get insurance for a salvaged car unless it has a rebuilt title.

First American Title is the largest title insurance company in the country. First American Title Co. makes up 22% of the title insurance market. It had more than $3.3 billion in premiums in 2023, ...