XMUDM / ShillingAttackLinks
This repository contains our implementations for Shilling Attacks against Recommender Systems.
☆23Updated 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".☆13Updated 4 years ago
- Data poisoning attack of recommend system using the algorithm of MF.☆31Updated 7 years ago
- A Python library used to collect shilling detection methods and generate simulated attackers. (for academic use)☆59Updated 3 years ago
- A unified framework for recommender system attacking☆32Updated last year
- [SIGIR'22] Official PyTorch implementation for "Learning to Denoise Unreliable Interactions for Graph Collaborative Filtering".☆18Updated 3 years ago
- The official implementation of "Robust Preference-Guided Denoising for Graph based Social Recommendation" (WWW'23)☆30Updated 2 years ago
- Code for paper "ConsisRec: Enhancing GNN for Social Recommendation via Consistent Neighbor Aggregation"☆46Updated 4 years ago
- Tensorflow implementation of TrialAttack (Triple Adversarial Learning for Influence based Poisoning Attack in Recommender Systems. KDD 20…☆12Updated 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…☆163Updated 4 years ago
- ☆35Updated 5 years ago
- Learning Fair Representations for Recommendation: A Graph-based Perspective, WWW2021☆50Updated 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…☆76Updated 2 years ago
- Models for social recommendation☆42Updated last year
- A Survey of Poisoning Attacks and Defenses in Recommender Systems☆40Updated 2 months ago
- SGL PyTorch version☆113Updated 3 years ago
- Efficient and extensible GNNs enhanced recommender library based on RecBole.☆192Updated 2 years ago
- Paper Reading list for Shilling Attack and Defense on Recommender Systems☆21Updated 10 months ago
- [WWW'22] Official PyTorch implementation for "Improving Graph Collaborative Filtering with Neighborhood-enriched Contrastive Learning".☆125Updated 3 years ago
- ☆53Updated last year
- Improving Recommendation Fairness via Data Augmentation-WWW23☆14Updated 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 PyTorch implementation for the Recsys 2020 paper: Revisiting Adversarially Learned Injection Attacks Against Recommender Systems☆24Updated 4 years ago
- This is a library built upon RecBole for cross-domain recommendation algorithms☆109Updated last year
- Summary of social recommendation papers and codes☆218Updated 3 years ago
- [SIGIR 2022]DisenCDR: Learning Disentangled Representations for Cross-Domain Recommendation☆43Updated 3 years ago
- ☆34Updated 2 years ago
- Fair Representation Learning for Recommendation: A Mutual Information-Based Perspective. AAAI, 2023.☆12Updated 2 years ago
- ☆72Updated last month
- [RecSys 2021] PyTorch Implementation of Black-Box Attacks on Sequential Recommenders via Data-Free Model Extraction☆39Updated 4 years ago
- Implementation of Representative Group Recommendation Models☆19Updated 2 years ago