The goal of this survey is two-fold: (i) to present recent advances on adversarial machine learning (AML) for the security of RS (i.e., attacking and defense recommendation models), (ii) to show another successful application of AML in generative adversarial networks (GANs) for generative applications, thanks to their ability for learning (high-…
☆166Mar 3, 2021Updated 5 years ago
Alternatives and similar repositories for adversarial-recommender-systems-survey
Users that are interested in adversarial-recommender-systems-survey are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A curated collection of adversarial attack and defense on recommender systems.☆137Apr 29, 2022Updated 4 years ago
- A Python library used to collect shilling detection methods and generate simulated attackers. (for academic use)☆59Sep 17, 2022Updated 3 years ago
- Adversarial Item Promotion in visually-aware recommenders☆17Sep 3, 2021Updated 4 years ago
- ☆30Feb 27, 2023Updated 3 years ago
- A PyTorch implementation for the Recsys 2020 paper: Revisiting Adversarially Learned Injection Attacks Against Recommender Systems☆23Sep 6, 2021Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Data poisoning attack of recommend system using the algorithm of MF.☆31Apr 10, 2018Updated 8 years ago
- Tensorflow implementation of TrialAttack (Triple Adversarial Learning for Influence based Poisoning Attack in Recommender Systems. KDD 20…☆11Sep 2, 2021Updated 4 years ago
- This is our official implementation for the paper: Jinhui Tang, Xiaoyu Du, Xiangnan He, Fajie Yuan, Qi Tian, and Tat-Seng Chua, Adversar…☆34Nov 27, 2018Updated 7 years ago
- ☆15Jan 17, 2020Updated 6 years ago
- This is the code implementation for the paper "Data Poisoning Attacks to Deep Learning Based Recommender Systems"☆17Sep 8, 2022Updated 3 years ago
- Session-based Recommendation☆65Jun 20, 2024Updated 2 years ago
- [KDD'21] Official PyTorch implementation for "Data Poisoning Attack against Recommender System Using Incomplete and Perturbed Data".☆13Sep 19, 2021Updated 4 years ago
- A curated list of awesome multi-modal recommendation.☆10Mar 16, 2022Updated 4 years ago
- A pytorch implementation of CFGAN☆21Dec 8, 2020Updated 5 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Implementation of CFGAN CFGAN: A Generic Collaborative Filtering Framework based on Generative Adversarial Networks☆33Jun 3, 2020Updated 6 years ago
- An open-source framework for conducting data poisoning attacks on recommendation systems, designed to assist researchers and practitioner…☆128May 17, 2026Updated 2 months ago
- Papers, codes , and framewroks that used in Recommender System to solve code-start challenge problem.☆25Aug 17, 2021Updated 4 years ago
- Code for the SIGIR20 paper -- Recommendation for New Users and New Items via Randomized Training and Mixture-of-Experts Transformation☆43Apr 28, 2020Updated 6 years ago
- Tutorial by Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia and Felice Antonio Merra about Adversarial Machine Learning in Recommende…☆25Apr 12, 2021Updated 5 years ago
- Source Code & Datasets for "Vertical Federated Principal Component Analysis and Its Kernel Extension on Feature-wise Distributed Data"☆12May 20, 2022Updated 4 years ago
- [CIKM 2023] This is the official source code of "TrendGCN: Enhancing the Robustness via Adversarial Learning and Joint Spatial-Temporal E…☆51Aug 11, 2023Updated 2 years ago
- Source Code & Datasets for "FBL: Feature-Balanced Loss for Long-Tailed Visual Recognition"☆13Sep 3, 2022Updated 3 years ago
- A curated list of Generative Recommender Systems (Paper & Code)☆466Apr 1, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Implementation of paper "Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval"☆17Jan 10, 2022Updated 4 years ago
- A list of compatible datasets, noting other major repositories containing popular real-world datasets, along with sample code for a range…☆113Aug 13, 2021Updated 4 years ago
- Official code for the paper "Membership Inference Attacks Against Recommender Systems" (ACM CCS 2021)☆22Oct 8, 2024Updated last year
- ☆14Sep 25, 2020Updated 5 years ago
- Next RecSys Library☆1,061Mar 24, 2023Updated 3 years ago
- This repository contains our implementations for Shilling Attacks against Recommender Systems.☆23Jun 25, 2022Updated 4 years ago
- QRec: A Python Framework for quick implementation of recommender systems (TensorFlow Based)☆1,638Dec 26, 2023Updated 2 years ago
- personalized recommendation☆12Mar 26, 2020Updated 6 years ago
- A curated list of awesome graph & self-supervised-learning-based recommendation.☆47Oct 16, 2021Updated 4 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Graph Trend Filtering Networks for Recommendations, SIGIR'2022☆27Apr 5, 2022Updated 4 years ago
- Adversarial Learning, Matrix Factorization, Recommendation☆216Mar 20, 2019Updated 7 years ago
- Model Poisoning Attack to Federated Recommendation☆32Apr 23, 2022Updated 4 years ago
- FairGAN: GANs-based Fairness-aware Learning for Recommendations with Implicit Feedback☆15Oct 8, 2022Updated 3 years ago
- Pre-training and Transfer learning papers for recommendation☆18Mar 9, 2024Updated 2 years ago
- Code for CIKM 2021 best short paper nomination "Modeling Sequences as Distributions with Uncertainty for Sequential Recommendation" https…☆16Jun 11, 2021Updated 5 years ago
- [WWW 2021] Official Implementation for Interest-aware Message-Passing GCN for Recommendation☆44Apr 6, 2026Updated 4 months ago