目录 概 主要内容 Huster T., Chiang C. J. and Chadha R. Limitations of the lipschitz constant as a defense against adversarial examples. In European Conference on Machine Learning and Data Mining (ECML PKDD), 2018. 概 本文是想说明现有的依赖Lipschitz常数的以获得可验证的鲁棒性存在很大局限性.…

目录 概 主要内容 准则1 准则2 总策略 Hu S, Yu T, Guo C, et al. A New Defense Against Adversarial Images: Turning a Weakness into a Strength[C]. neural information processing systems, 2019: 1633-1644. @article{hu2019a, title={A New Defense Against Adversarial Images…

目录 概 主要内容 算法 一些有趣的指标 鲁棒性定义 合格的抗干扰机制 Nicolas Papernot, Patrick McDaniel, Xi Wu, Somesh Jha, Ananthram Swami, Distillation as a Defense to Adversarial Perturbations against Deep Neural Networks. 概 本文提出一种distillation model, 能够免疫大部分的adversarial attacks,…

B. Approximating a Constant Range time limit per test 2 seconds memory limit per test 256 megabytes input standard input output standard output When Xellos was doing a practice course in university, he once had to measure the intensity of an effect t…

time limit per test2 seconds memory limit per test256 megabytes inputstandard input outputstandard output When Xellos was doing a practice course in university, he once had to measure the intensity of an effect that slowly approached equilibrium. A g…

D: B. Lipshitz Sequence time limit per test 1 second memory limit per test 256 megabytes input standard input output standard output A function is called Lipschitz continuous if there is a real constant K such that the inequality |f(x) - f(y)| ≤ K·|x…

B. Lipshitz Sequence Time Limit: 20 Sec Memory Limit: 256 MB 题目连接 http://codeforces.com/contest/601/problem/B Description A function  is called Lipschitz continuous if there is a real constant K such that the inequality |f(x) - f(y)| ≤ K·|x - y| hold…

Sorta Insightful Reviews Projects Archive Research About  In a world where everyone has opinions, one man...also has opinions Read-through: Wasserstein GAN Feb 22, 2017 I really, really like the Wasserstein GAN paper. I know it’s already gotten a lot…

time limit per test1 second memory limit per test256 megabytes inputstandard input outputstandard output A function is called Lipschitz continuous if there is a real constant K such that the inequality |f(x) - f(y)| ≤ K·|x - y| holds for all . We'll…

先睹为快:神经网络顶会ICLR 2019论文热点分析 - lqfarmer的文章 - 知乎 https://zhuanlan.zhihu.com/p/53011934 作者:lqfarmer链接:https://zhuanlan.zhihu.com/p/53011934来源:知乎著作权归作者所有.商业转载请联系作者获得授权,非商业转载请注明出处. ICLR-2019(International Conference on Learning Representations 2019),将于2019…