{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T17:33:42Z","timestamp":1777656822550,"version":"3.51.4"},"reference-count":27,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,3,14]],"date-time":"2022-03-14T00:00:00Z","timestamp":1647216000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,3,14]],"date-time":"2022-03-14T00:00:00Z","timestamp":1647216000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,3,14]]},"DOI":"10.23919\/date54114.2022.9774624","type":"proceedings-article","created":{"date-parts":[[2022,5,19]],"date-time":"2022-05-19T20:35:05Z","timestamp":1652992505000},"page":"418-423","source":"Crossref","is-referenced-by-count":2,"title":["Super-Efficient Super Resolution for Fast Adversarial Defense at the Edge"],"prefix":"10.23919","author":[{"given":"Kartikeya","family":"Bhardwaj","sequence":"first","affiliation":[{"name":"Arm Inc.,San Jose,CA,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dibakar","family":"Gope","sequence":"additional","affiliation":[{"name":"Arm Research,Austin,TX,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"James","family":"Ward","sequence":"additional","affiliation":[{"name":"Arm Inc.,Galway,Ireland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Paul","family":"Whatmough","sequence":"additional","affiliation":[{"name":"Arm Research,Boston,MA,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Danny","family":"Loh","sequence":"additional","affiliation":[{"name":"Arm Inc.,San Jose,CA,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2017.151"},{"key":"ref11","article-title":"Countering adversarial images using input transformations","author":"guo","year":"2018","journal-title":"ICLRE"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46475-6_25"},{"key":"ref13","article-title":"Improving adversarial robustness requires revisiting misclassified examples","author":"wang","year":"0","journal-title":"International Conference on Learning Representations"},{"key":"ref14","article-title":"Fast is better than free: Revisiting adversarial training","author":"wong","year":"2020","journal-title":"ICLRE"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00059"},{"key":"ref16","article-title":"Theoretically principled trade-off between robustness and accuracy","author":"zhang","year":"0","journal-title":"Proceedings of the 36th ICML"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.19"},{"key":"ref18","first-page":"1298","article-title":"Expandnets: Linear over-parameterization to train compact convolutional networks","volume":"33","author":"guo","year":"2020","journal-title":"Advances in neural information processing systems"},{"key":"ref19","first-page":"244","article-title":"On the optimization of deep networks: Implicit acceleration by overparameterization","author":"arora","year":"0","journal-title":"Proceedings of the 35th ICML"},{"key":"ref4","article-title":"Dream distillation: A data-independent model compression framework","author":"bhardwaj","year":"2019","journal-title":"ArXiv Preprint"},{"key":"ref3","doi-asserted-by":"crossref","first-page":"1711","DOI":"10.1109\/TIP.2019.2940533","article-title":"Image super-resolution as a defense against adversarial attacks","volume":"29","author":"mustafa","year":"2019","journal-title":"IEEE Transactions on Image Processing"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.308"},{"key":"ref6","article-title":"Mitigating adversarial effects through randomization","author":"xie","year":"0","journal-title":"International Conference on Learning Representations"},{"key":"ref5","article-title":"Data-free quan-tization through weight equalization and bias correction","author":"nagel","year":"0","journal-title":"Proceedings of the CVPR"},{"key":"ref8","article-title":"Keeping the bad guys out: Protecting and vaccinating deep learning with jpeg compression","author":"das","year":"2017","journal-title":"ArXiv Preprint"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00894"},{"key":"ref2","article-title":"Bullettrain: Accel-erating robust neural network training via boundary example mining","author":"hua","year":"0","journal-title":"Thirty-Fifth Conference on Neural Information Processing Systems"},{"key":"ref1","article-title":"Collapsible linear blocks for super-efficient super resolution","author":"bhardwaj","year":"2021","journal-title":"ArXiv Preprint"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3444685.3446308"},{"key":"ref20","article-title":"Explaining and harnessing adversarial examples","author":"goodfellow","year":"2014","journal-title":"ArXiv Preprint"},{"key":"ref22","first-page":"2206","article-title":"Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks","author":"croce","year":"0","journal-title":"Int Conference on Machine Learning"},{"key":"ref21","article-title":"Towards deep learning models resistant to adversarial attacks","author":"madry","year":"2017","journal-title":"ArXiv Preprint"},{"key":"ref24","article-title":"Torchattacks: A pytorch repository for adversarial attacks","author":"kim","year":"2020","journal-title":"ArXiv Preprint"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00284"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref25","author":"sandler","year":"2019","journal-title":"MobileNetV2 Inverted Residuals and Linear Bottlenecks"}],"event":{"name":"2022 Design, Automation & Test in Europe Conference & Exhibition (DATE)","location":"Antwerp, Belgium","start":{"date-parts":[[2022,3,14]]},"end":{"date-parts":[[2022,3,23]]}},"container-title":["2022 Design, Automation & Test in Europe Conference & Exhibition (DATE)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9774496\/9774497\/09774624.pdf?arnumber=9774624","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,11]],"date-time":"2022-07-11T20:05:17Z","timestamp":1657569917000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9774624\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,3,14]]},"references-count":27,"URL":"https:\/\/doi.org\/10.23919\/date54114.2022.9774624","relation":{},"subject":[],"published":{"date-parts":[[2022,3,14]]}}}