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A curated list of awesome papers related to adversarial attacks and defenses for information retrieval. If I missed any papers, feel free to open a PR to include them! And any feedback and contributions are welcome!

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Awesome Robustness in Information Retrieval

A curated list of awesome papers related to robustness, adversarial attacks & defenses, and out-of-distribution data for information retrieval(IR). If I missed any papers, feel free to open a PR to include them! Any feedback and contributions are welcome!

We thank all the great contributors very much.

Contents

Adversarial Attack

Classical Black-hat SEO (Spamming)

White-hat SEO

Neural Methods for IR Attack

Defense

Adversarial Training

Certified Defense

Detection

Out-of-distribution

Data Augmentation

Domain Modeling

Architectural Modifications

Scaling up the Model Capacity

Continual Learning for Generative Retrieval

Continual Learning for Dense Retrieval

Query Variations

Unseen Query Type

Benchmark and Evaluation

Perspective Papers

Adversarial Attack and Defense for Image Retrieval

Other Resources

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A curated list of awesome papers related to adversarial attacks and defenses for information retrieval. If I missed any papers, feel free to open a PR to include them! And any feedback and contributions are welcome!

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