tamlhp / awesome-recsys-poisoningLinks
A Survey of Poisoning Attacks and Defenses in Recommender Systems
☆40Updated 2 months ago
Alternatives and similar repositories for awesome-recsys-poisoning
Users that are interested in awesome-recsys-poisoning are comparing it to the libraries listed below
Sorting:
- A unified framework for recommender system attacking☆32Updated last year
- The python implementation of our "UA-FedRec: Untargeted Attack on Federated News Recommendation" in KDD 2023.☆19Updated 3 years ago
- [KDD'21] Official PyTorch implementation for "Data Poisoning Attack against Recommender System Using Incomplete and Perturbed Data".☆13Updated 4 years ago
- [SIGIR'22] Official PyTorch implementation for "Learning to Denoise Unreliable Interactions for Graph Collaborative Filtering".☆18Updated 3 years ago
- Pytorch implementation for "Bootstrap Latent Representations for Multi-modal Recommendation"-WWW'23☆61Updated 2 years ago
- [RecSys 2021] PyTorch Implementation of Black-Box Attacks on Sequential Recommenders via Data-Free Model Extraction☆39Updated 4 years ago
- This is the code implementation for the paper "Data Poisoning Attacks to Deep Learning Based Recommender Systems"☆17Updated 3 years ago
- An open-source framework for conducting data poisoning attacks on recommendation systems, designed to assist researchers and practitioner…☆120Updated 8 months ago
- Paper Reading list for Shilling Attack and Defense on Recommender Systems☆21Updated 10 months ago
- Tensorflow implementation of TrialAttack (Triple Adversarial Learning for Influence based Poisoning Attack in Recommender Systems. KDD 20…☆12Updated 4 years ago
- The official implementation of "Robust Preference-Guided Denoising for Graph based Social Recommendation" (WWW'23)☆30Updated 2 years ago
- [ACL 2024] PyTorch implementation for "Stealthy Attack on Large Language Model based Recommendation"☆18Updated last year
- Adversarial Item Promotion in visually-aware recommenders☆16Updated 4 years ago
- ☆41Updated 2 years ago
- ☆53Updated last year
- Data-efficient Fine-tuning for LLM-based Recommendation (SIGIR'24)☆40Updated 10 months ago
- Codes, data, and baselines for CIKM 2023 Long Paper "Dual Intents Graph Modeling for User-centric Group Discovery"☆17Updated 2 years ago
- This repository contains our implementations for Shilling Attacks against Recommender Systems.☆23Updated 3 years ago
- [AAAI 2023] Official PyTorch implementation for "Untargeted Attack against Federated Recommendation Systems via Poisonous Item Embeddings…☆26Updated 2 years ago
- The official implementation for Sequential Recommendation with Latent Relations based on Large Language Model☆40Updated last month
- Data poisoning attack of recommend system using the algorithm of MF.☆31Updated 7 years ago
- CIKM'23, Prompt Distillation for Efficient LLM-based Recommendation☆50Updated 11 months ago
- ☆26Updated last year
- Official source code for AAAI 2023 paper: Uniform Sequence Better: Time Interval Aware Data Augmentation for Sequential Recommendation☆66Updated 7 months ago
- CODIGEM - A Denoising Diffusion Probabilistic Model (DDPM) for Collaborative Filtering☆15Updated last year
- KDD'2022: Towards Representation Alignment and Uniformity in Collaborative Filtering☆70Updated 3 years ago
- ACM MM'23: A Tale of Two Graphs: Freezing and Denoising Graph Structures for Multimodal Recommendation☆34Updated 2 years ago
- [KDD'22] Official PyTorch implementation for "Towards Universal Sequence Representation Learning for Recommender Systems".☆206Updated 2 years ago
- The code for the paper "MISSRec: Pre-training and Transferring Multi-modal Interest-aware Sequence Representation for Recommendation" (AC…☆59Updated last year
- 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