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| Team Name | Affiliation |
|---|---|
| DNNtakeover | CMU;CMU;CMU |
- Paper: [PPD: Permutation Phase Defense Against Adversarial Examples in Deep Learning](https://openreview.net/pdf?id=HkElFj0qYQ)
…
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https://arxiv.org/pdf/1705.10667.pdf
Adversarial learning has been successfully embedded into deep networks to learn transferable features for domain adaptation, which reduce distribution discrepan…
leo-p updated
7 years ago
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# Adversarial Transfer Learning for Chinese Named Entity Recognition with Self-Attention Mechanism
- authors: Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao, Shengping Liu
- link: https://www.aclweb.org/…
himkt updated
4 years ago
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## タイトル: PixelFade: ノイズガイドによる段階的な置き換えを用いたプライバシー保護人物再識別
## リンク: https://arxiv.org/abs/2408.05543
## 概要:
オンライン人物再識別サービスは、潜在的なデータ漏洩や復元攻撃によるプライバシー侵害に直面しており、クラウドに保存された画像が悪意のある攻撃者にさらされ、社会的な懸念を引き起こしています。…
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[https://aclweb.org/anthology/papers/P/P19/P19-1516/](https://aclweb.org/anthology/papers/P/P19/P19-1516/)
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## 一言でいうと
物理的な敵対的サンプルを作成する手法。カメラのレンズに特殊な柄のステッカーを貼ることで、DNNベースの物体認識モデルの判断を誤らせることが可能。
### 論文リンク
https://arxiv.org/abs/1904.00759
### 著者/所属機関
Juncheng Li, Frank R. Schmidt, J. Zico Kolter
* Bo…
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# 참고 홈페이지
워낙 유명한 논문이기에 잘 설명된 reveiw를 참조하였습니다.
[ Link 1. ](https://ysbsb.github.io/gan/2020/12/05/DCGAN.html)
[ Link 2. ](https://blog.naver.com/laonple/221201915691)
# Abstract
- CNN은 지도 학습에서 뛰…
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能给出Improving Rumor Detection by Promoting Information Campaigns With Transformer-Based Generative Adversarial Learning这篇文章的真正地址吗?
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These days, 'Domain-Adversarial Training of Neural Networks' (https://arxiv.org/abs/1505.07818) is getting attention in Generative Adversarial Networks and domain adaptation learning.
It's already im…
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Improve the Autoencoder KL model using the Stable Diffusion approach for the adversarial component and using a better learning rate scheduling.