XMUDM / ShillingAttackLinks
This repository contains our implementations for Shilling Attacks against Recommender Systems.
☆22Updated 3 years ago
Alternatives and similar repositories for ShillingAttack
Users that are interested in ShillingAttack are comparing it to the libraries listed below
Sorting:
- [KDD'21] Official PyTorch implementation for "Data Poisoning Attack against Recommender System Using Incomplete and Perturbed Data".☆12Updated 4 years ago
- A Python library used to collect shilling detection methods and generate simulated attackers. (for academic use)☆60Updated 3 years ago
- A unified framework for recommender system attacking☆31Updated last year
- Tensorflow implementation of TrialAttack (Triple Adversarial Learning for Influence based Poisoning Attack in Recommender Systems. KDD 20…☆11Updated 4 years ago
- [SIGIR'22] Official PyTorch implementation for "Learning to Denoise Unreliable Interactions for Graph Collaborative Filtering".☆17Updated 2 years ago
- The official implementation of "Robust Preference-Guided Denoising for Graph based Social Recommendation" (WWW'23)☆26Updated last year
- Data poisoning attack of recommend system using the algorithm of MF.☆30Updated 7 years ago
- Code for paper "ConsisRec: Enhancing GNN for Social Recommendation via Consistent Neighbor Aggregation"☆45Updated 4 years ago
- ☆52Updated last year
- Learning Fair Representations for Recommendation: A Graph-based Perspective, WWW2021☆50Updated 4 years ago
- SGL PyTorch version☆110Updated 3 years ago
- ☆17Updated 3 years ago
- Models for social recommendation☆41Updated last year
- Summary of social recommendation papers and codes☆218Updated 3 years ago
- SIGIR 2022 Paper: Less is More: Reweighting Important Spectral Graph Features for Recommendation☆34Updated last year
- ☆34Updated 4 years ago
- 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., a…☆159Updated 4 years ago
- [WWW'22] Official PyTorch implementation for "Improving Graph Collaborative Filtering with Neighborhood-enriched Contrastive Learning".☆124Updated 2 years ago
- This is the code implementation for the paper "Data Poisoning Attacks to Deep Learning Based Recommender Systems"☆17Updated 3 years ago
- A Survey of Poisoning Attacks and Defenses in Recommender Systems☆36Updated 11 months ago
- This is the model in "A Graphical and Attentional Framework for Dual-Target Cross-Domain Recommendation" (IJCAI2020). GA-DTCDR is an opti…☆74Updated 2 years ago
- This is a library built upon RecBole for cross-domain recommendation algorithms☆104Updated last year
- Paper Reading list for Shilling Attack and Defense on Recommender Systems☆20Updated 7 months ago
- [SIGIR25] Unveiling Contrastive Learning‘ Capability of Neighborhood Aggregation for Collaborative Filtering☆16Updated 2 months ago
- Implementation of Representative Group Recommendation Models☆19Updated 2 years ago
- ☆302Updated 3 years ago
- A Pytorch Recommendation Framework with Implicit Feedback.☆41Updated 2 years ago
- KDD'2022: Towards Representation Alignment and Uniformity in Collaborative Filtering☆68Updated 2 years ago
- ☆33Updated 2 years ago
- ☆44Updated 4 years ago