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<rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Cloud-based Image Classification Service Is Not Robust To Simple Transformations: A Forgotten Battlefield · HackerPapers discussions</title><link>https://hackerpaper.kaipfister.de/p/1906.07997/</link><description>Collected HN comments and submissions linking this paper.</description><language>en</language><lastBuildDate>Mon, 02 Nov 2026 11:16:22 GMT</lastBuildDate><atom:link href="https://hackerpaper.kaipfister.de/p/1906.07997/feed.xml" rel="self" type="application/rss+xml" /><item><title>Cloud-based Image Classification Service Is Not Robust To Simple Transformations: A Forgotten Battlefield — mentioned by GauntletWizard</title><link>https://news.ycombinator.com/item?id=33113100</link><guid isPermaLink="false">urn:hackerpapers:mention:1906.07997:33113100</guid><pubDate>Thu, 06 Oct 2022 19:46:37 GMT</pubDate><description>&lt;p&gt;What&amp;#x27;s really incredible to me is how right the prediction was, but also that it was real. In 2014, classifying images as &amp;quot;containing a bird&amp;quot; was a nigh-on-impossible task. Not an impossible one, and image classification was already in production use in limited forms with mapping agencies and the like, but beyond anyone&amp;#x27;s capability at the time. In 2017, Not Hotdog was a novelty app - Image classification was real, but limited, and didn&amp;#x27;t have a great reputation yet. By 2019, papers[1] were being written on image classification as a service and where their pitfalls were, but the idea was…&lt;/p&gt;&lt;p&gt;&lt;a href="https://hackerpaper.kaipfister.de/p/1906.07997/"&gt;Paper and discussion history&lt;/a&gt;. A mention is not an endorsement.&lt;/p&gt;</description><category>cs.CV</category></item></channel></rss>
