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Description
Strengthening Deep Neural Networks: Making AI Less Susceptible to Adversarial Trickery (Paperback )As deep neural networks (DNNs) become increasingly common in real world applications, the potential to deliberately "fool" them with data that wouldnt trick a human presents a new attack vector. This practical book examines real world scenarios where DNNsthe algorithms intrinsic to much of AIare used daily to process image, audioand video data. Author Katy Warr considers attack motivations, the risks posed this adversarial inputand methods for
As deep neural networks (DNNs) become increasingly common in real-world applications, the potential to deliberately "fool" them with data that wouldnt trick a human presents a new attack vector. This practical book examines real-world scenarios where DNNsthe algorithms intrinsic to much of AIare used daily to process image, audioand video data.Author Katy Warr considers attack motivations, the risks posed this adversarial inputand methods for increasing AI robustness to these attacks. If youre a data scientist developing DNN algorithms, a security architect interested in how to make AI systems more resilient to attackor someone fascinated the differences between artificial and biological perception, this book is for you. Delve into DNNs and discover how they could be tricked adversarial input Investigate methods used to generate adversarial input capable of fooling DNNs Explore real-world scenarios and model the adversarial threat Evaluate neural network robustness; learn methods to increase resilience of AI systems to adversarial data Examine some ways in which AI might become better at mimicking human perception in years to comeShipping Notes
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4.6 ★★★★★
Based on 788 reviews
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Product Reviews
★★★★★ 5
Exactly why I expected
I ordered the Amazon Basics disposable white spoons primarily for the office. We have veteran events to inform and educate about veterans benefits. Funding is limited, so I try to save money where possible and these spoons were a great value! They come out to less than 3 cents each and they will last over a year. They are the same quality and feel of the plastic spoons we previously bought at the local grocery store, but due to the larger quantity it is a much better value.
I decided to break the big box down into gallon zip lock bags, which made storage easier in my case. This also allowed them to be easier transported and to track usage better. We previously would buy just enough for each event, but that was a hassle with the higher costs and the trips to the grocery store. They are sturdy and hold up to use in thick dips. I would recommend these for anyone trying to save som money and spend less trips to the grocery store.
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Reviewed in the United States on May 29, 2026
★★★★★ 5
Great Bulk Pack of Disposable Spoons for Everyday Use
The Amazon Basics Disposable Everyday White Spoons are a very practical and affordable option for parties, offices, events, break rooms, or everyday household use. The large 1000-count pack is especially convenient because it lasts a long time and helps reduce the need for constant restocking.
The spoons are lightweight but still sturdy enough for most everyday foods like cereal, yogurt, desserts, soups, and side dishes. They don’t feel overly flimsy for normal use, which is important for disposable utensils.
I also like the clean white design because it works well for casual gatherings, parties, school events, picnics, and office lunches. Having such a large quantity on hand is very helpful for busy households or larger events.
The spoons are individually easy to grab and separate from the bulk packaging, making storage and use simple and convenient.
Overall, this is a reliable and cost-effective bulk pack of disposable spoons that works well for everyday meals, gatherings, and large events.
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Reviewed in the United States on May 28, 2026
★★★★★ 5
Bulk spoons finally broke my bad habit
We used to grab those little 20 packs from the grocery store every couple weeks and it felt like I was always running out at the worst time. When I saw this giant box I got pretty stoked and pulled the trigger right away.
They are exactly what you would expect from basic disposable spoons. Solid enough for everyday stuff like yogurt, ice cream, or takeout without bending too much. Nothing fancy but they get the job done every time. At about three cents each it feels like a much smarter way to buy them.
Now that we have a thousand of them sitting in the pantry I catch myself using them way more often instead of washing silverware for small snacks. This box should easily last us a couple years and I am already glad I do not have to make those annoying little trips anymore.
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Reviewed in the United States on May 30, 2026
★★★★★ 4
BIG box of spoons
This is one big box of white plastic spoons. Probably more than you need for home use. I’ll probably end up donating most of these to my kid’s school for the teachers lounge. The spoons are not packaged in smaller boxes or bags inside. The quality is pretty good for “everyday” spoons. Compared to the spoons I get at my local grocery store which feel more like premium plastic ware, these are smaller and made of a softer plastic. I wouldn’t call them flimsy, but they are definitely not as sturdy as the other spoons. As far as value goes, I don’t think you can find a better deal for bulk plastic spoons (currently about $30 for 1000)
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Reviewed in the United States on May 31, 2026
★★★★★ 5
Huge box of spoons that actually hold up!
My patience started wearing thin as a result of having to always keep buying spoons due to all the cereal and yogurt that the volunteers have each morning. Finally, I decided to buy these gigantic boxes just to be over with it once and for all. These spoons are surprisingly durable given the extremely low price and the fact that they are just disposable plastic utensils. I tried using one on some dense frozen ice cream yesterday evening, and the handle did not even flex at all, let alone break.
This product comes packaged in a fairly frail cardboard box which makes it occupy quite a bit of floor space in the pantry. Nevertheless, I find it completely worthwhile.
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Reviewed in the United States on May 30, 2026
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