Closed P2333 closed 5 years ago
Name: {Rethinking Softmax Cross-Entropy Loss for Adversarial Robustness }
Authors: {Tianyu Pang, Kun Xu, Yinpeng Dong, Chao Du, Ning Chen, Jun Zhu}
Paper: {https://arxiv.org/pdf/1905.10626.pdf}
Code: { https://github.com/P2333/Max-Mahalanobis-Training }
Venue: {venue if published}
Does the code implement the robust-ml API and include pre-trained models: {no}
Dataset: {cifar10}
Threat model: {ℓ∞(ϵ=8/255)}
Natural accuracy: {93.6%}
Claims: {46.0%}
Name: {Rethinking Softmax Cross-Entropy Loss for Adversarial Robustness }
Authors: {Tianyu Pang, Kun Xu, Yinpeng Dong, Chao Du, Ning Chen, Jun Zhu}
Paper: {https://arxiv.org/pdf/1905.10626.pdf}
Code: { https://github.com/P2333/Max-Mahalanobis-Training }
Venue: {venue if published}
Does the code implement the robust-ml API and include pre-trained models: {no}
Dataset: {cifar10}
Threat model: {ℓ∞(ϵ=8/255)}
Natural accuracy: {93.6%}
Claims: {46.0%}