XMUDM / ShillingAttack
This repository contains our implementations for Shilling Attacks against Recommender Systems.
☆21Updated 2 years ago
Alternatives and similar repositories for ShillingAttack:
Users that are interested in ShillingAttack are comparing it to the libraries listed below
- [KDD'21] Official PyTorch implementation for "Data Poisoning Attack against Recommender System Using Incomplete and Perturbed Data".☆12Updated 3 years ago
- A unified framework for recommender system attacking☆28Updated last year
- Tensorflow implementation of TrialAttack (Triple Adversarial Learning for Influence based Poisoning Attack in Recommender Systems. KDD 20…☆11Updated 3 years ago
- [SIGIR'22] Official PyTorch implementation for "Learning to Denoise Unreliable Interactions for Graph Collaborative Filtering".☆16Updated 2 years ago
- Data poisoning attack of recommend system using the algorithm of MF.☆30Updated 6 years ago
- A Survey of Poisoning Attacks and Defenses in Recommender Systems☆34Updated 5 months ago
- Learning Fair Representations for Recommendation: A Graph-based Perspective, WWW2021☆49Updated 4 years ago
- This is the code implementation for the paper "Data Poisoning Attacks to Deep Learning Based Recommender Systems"☆16Updated 2 years ago
- A Python library used to collect shilling detection methods and generate simulated attackers. (for academic use)☆58Updated 2 years ago
- The python implementation of our "UA-FedRec: Untargeted Attack on Federated News Recommendation" in KDD 2023.☆18Updated 2 years ago
- A Pytorch Recommendation Framework with Implicit Feedback.☆41Updated last year
- [RecSys 2021] PyTorch Implementation of Black-Box Attacks on Sequential Recommenders via Data-Free Model Extraction☆38Updated 3 years ago
- The official implementation of "Robust Preference-Guided Denoising for Graph based Social Recommendation" (WWW'23)☆24Updated last year
- ☆47Updated 10 months ago
- One for All, All for One: Learning and Transferring User Embeddings for Cross-Domain Recommendation (WSDM-2023)☆36Updated 7 months ago
- SGL PyTorch version☆105Updated 2 years ago
- A PyTorch implementation for the Recsys 2020 paper: Revisiting Adversarially Learned Injection Attacks Against Recommender Systems☆23Updated 3 years ago
- [WWW'22] Official PyTorch implementation for "Improving Graph Collaborative Filtering with Neighborhood-enriched Contrastive Learning".☆120Updated 2 years ago
- [SIGIR 2022]DisenCDR: Learning Disentangled Representations for Cross-Domain Recommendation☆38Updated 2 years ago
- Paper Reading list for Shilling Attack and Defense on Recommender Systems☆16Updated last month
- [AAAI 2023] Official PyTorch implementation for "Untargeted Attack against Federated Recommendation Systems via Poisonous Item Embeddings…☆21Updated 2 years ago
- ☆44Updated 4 years ago
- This is the model in "A Graphical and Attentional Framework for Dual-Target Cross-Domain Recommendation" (IJCAI2020). GA-DTCDR is an opti…☆72Updated last year
- SIGIR 2022 Paper: Less is More: Reweighting Important Spectral Graph Features for Recommendation☆33Updated last year
- This is the our implementation for the paper: Exploring Mixed Information Flow for Cross-domain Sequential Recommendations☆13Updated 4 years ago
- Code for paper "ConsisRec: Enhancing GNN for Social Recommendation via Consistent Neighbor Aggregation"☆44Updated 3 years ago
- KDD'2022: Towards Representation Alignment and Uniformity in Collaborative Filtering☆67Updated 2 years ago
- Official source code for AAAI 2023 paper: Uniform Sequence Better: Time Interval Aware Data Augmentation for Sequential Recommendation☆61Updated last year
- FairGAN: GANs-based Fairness-aware Learning for Recommendations with Implicit Feedback☆15Updated 2 years ago
- [CIKM 2022]Contrastive Cross-Domain Sequential Recommendation☆37Updated 2 years ago