https://github.com/cuge1995/neurips-2021-adversarial-attacks-and-defense-
NeurIPS 2021 papers and code focus on adversarial attacks and defense
https://github.com/cuge1995/neurips-2021-adversarial-attacks-and-defense-
adversarial-attacks adversarial-defense neurips-2021
Last synced: 4 months ago
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NeurIPS 2021 papers and code focus on adversarial attacks and defense
- Host: GitHub
- URL: https://github.com/cuge1995/neurips-2021-adversarial-attacks-and-defense-
- Owner: cuge1995
- Created: 2021-11-24T13:48:55.000Z (almost 4 years ago)
- Default Branch: main
- Last Pushed: 2021-11-25T07:18:43.000Z (almost 4 years ago)
- Last Synced: 2025-03-02T10:26:22.232Z (8 months ago)
- Topics: adversarial-attacks, adversarial-defense, neurips-2021
- Homepage:
- Size: 2.93 KB
- Stars: 5
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# NeurIPS-2021-adversarial-attacks-and-defense-
NeurIPS 2021 papers and code focus on adversarial attacks and defense
## Defense
* [Random Noise Defense Against Query-Based Black-Box Attacks](https://openreview.net/forum?id=ZPSD4xZc6j8)
* [Automated Discovery of Adaptive Attacks on Adversarial Defenses](https://openreview.net/forum?id=nWz-Si-uTzt)
* [Class-Disentanglement and Applications in Adversarial Detection and Defense](https://openreview.net/forum?id=jFMzBeLyTc0)
* [ScaleCert: Scalable Certified Defense against Adversarial Patches with Sparse Superficial Layers](https://openreview.net/forum?id=RmydToMkEM)
* [Evaluating Gradient Inversion Attacks and Defenses in Federated Learning](https://openreview.net/forum?id=0CDKgyYaxC8)
## Attacks
* [Finding Optimal Tangent Points for Reducing Distortions of Hard-label Attacks](https://openreview.net/forum?id=g0wang64Zjd)
* [On Success and Simplicity: A Second Look at Transferable Targeted Attacks](https://openreview.net/forum?id=aHK-onEhYRg)
* [code](https://github.com/ZhengyuZhao/Targeted-Tansfer)
* [Adversarial Attacks on Black Box Video Classifiers: Leveraging the Power of Geometric Transformations](https://openreview.net/forum?id=-7EhrbfbK31)
* [Adversarial Attacks on Graph Classifiers via Bayesian Optimisation](https://openreview.net/forum?id=5j_lH4OpZBl)
* [A Little Robustness Goes a Long Way: Leveraging Robust Features for Targeted Transfer Attacks](https://openreview.net/forum?id=XXxoCgHsiRv)
* [Fast Minimum-norm Adversarial Attacks through Adaptive Norm Constraints](https://openreview.net/forum?id=jfDaBf8PAE)
* [Morié Attack (MA): A New Potential Risk of Screen Photos](https://openreview.net/forum?id=zdNEp82a-_q)
* [Accumulative Poisoning Attacks on Real-time Data](https://openreview.net/forum?id=4CrjylrL9vM)
* [Variational Model Inversion Attacks](https://openreview.net/forum?id=c0O9vBVSvIl)
* [Stable Neural ODE with Lyapunov-Stable Equilibrium Points for Defending Against Adversarial Attacks](https://openreview.net/forum?id=9CPc4EIr2t1)
* [Provably Efficient Black-Box Action Poisoning Attacks Against Reinforcement Learning](https://openreview.net/forum?id=jdIR6KF-uFW)
* [Adversarial Attack Generation Empowered by Min-Max Optimization](https://openreview.net/forum?id=xlNpxfGMTTu)
* [Backdoor Attack with Imperceptible Input and Latent Modification](https://openreview.net/forum?id=2j_cut38wv)