Divide, Denoise, and Defend against Adversarial Attacks · HackerPapers discussionshttps://hackerpaper.kaipfister.de/p/1802.06806/Collected HN comments and submissions linking this paper.enMon, 02 Nov 2026 11:16:22 GMTDivide, Denoise, and Defend against Adversarial Attacks — mentioned by igorkrawhttps://news.ycombinator.com/item?id=29385304urn:hackerpapers:mention:1802.06806:29385304Mon, 29 Nov 2021 21:08:36 GMT<p>I work in this field, I have a project specifically on adversarial examples and I have a strong opinion on this. I personally think worrying about adversarial examples in real life production systems is like worrying about getting the vanilla linux kernel to perform RT critical tasks. It is fundamentally not a burden you should put on that one component alone and is a problem you can only solve with a system approach. And if you do that, it is for all practical purposes already solved: apply multiple, random perturbations to the input, project your perturbed version onto a known,safe image…</p><p><a href="https://hackerpaper.kaipfister.de/p/1802.06806/">Paper and discussion history</a>. A mention is not an endorsement.</p>cs.CV