Neural Network Security

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

1 dataset whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

1 subtask in the archive's task tree.

Most implemented papers archive 2025-07-28

2 shown of 2 papers with code (8 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Hacking Neural Networks: A Short Introduction
  18 Nov 2019 4 repositories listed
  A large chunk of research on the security issues of neural networks is focused on adversarial attacks.
• Semi-Targeted Model Poisoning Attack on Federated Learning via Backward Error Analysis
  22 Mar 2022 1 repository listed
  To overcome this challenge, we propose the Attacking Distance-aware Attack (ADA) to enhance a poisoning attack by finding the optimized target class in the feature space.