A Survey of Poisoning Attacks and Defenses in Recommender Systems
☆43Feb 28, 2026Updated 8 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Paper Reading list for Shilling Attack and Defense on Recommender Systems☆24Feb 26, 2025Updated last year
- An open-source framework for conducting data poisoning attacks on recommendation systems, designed to assist researchers and practitioner…☆130May 17, 2026Updated 5 months ago
- A unified framework for recommender system attacking☆34Mar 29, 2024Updated 2 years ago
- [AAAI 2023] Official PyTorch implementation for "Untargeted Attack against Federated Recommendation Systems via Poisonous Item Embeddings…☆28Jan 18, 2023Updated 3 years ago
- A Python library used to collect shilling detection methods and generate simulated attackers. (for academic use)☆60Sep 17, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A curated collection of adversarial attack and defense on recommender systems.☆137Apr 29, 2022Updated 4 years ago
- general recommendation system and multimodal recommendation system☆28Apr 8, 2026Updated 6 months ago
- [ACL 2024] PyTorch implementation for "Stealthy Attack on Large Language Model based Recommendation"☆22Jun 19, 2024Updated 2 years ago
- ☆21Oct 25, 2023Updated 3 years ago
- [SIGIR'25] COHESION: Composite Graph Convolutional Network with Dual-Stage Fusion for Multimodal Recommendation☆15Mar 12, 2026Updated 7 months ago
- ☆13Dec 13, 2023Updated 2 years ago
- The python implementation of our "UA-FedRec: Untargeted Attack on Federated News Recommendation" in KDD 2023.☆20Aug 2, 2022Updated 4 years ago
- Including several social-media-computing tools.☆11Jan 4, 2019Updated 7 years ago
- DualGNN: Dual Graph Neural Network for Micro-video Recommendation☆17Apr 8, 2026Updated 6 months ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆35Dec 3, 2020Updated 5 years ago
- SIGIR 2024, Session-based recommendation, Co-occurrence patterns of ID, Fine-grained preferences of Modality, Disentanglement learning.☆23Sep 5, 2024Updated 2 years ago
- PMMRec: Multi-Modality is All You Need for Transferable Recommender Systems☆23Aug 8, 2023Updated 3 years ago
- FR-Train: A Mutual Information-Based Approach to Fair and Robust Training (ICML 2020)☆13Jun 3, 2021Updated 5 years ago
- [RecSys 2021] PyTorch Implementation of Black-Box Attacks on Sequential Recommenders via Data-Free Model Extraction☆42Sep 6, 2021Updated 5 years ago
- This is an implementation for our paper "Addressing Confounding Feature Issue for Causal Recommendation" based on PyTorch.☆20Jun 15, 2023Updated 3 years ago
- Experimental codes for the paper 'How to Learn Item Representation for Cold-Start Multimedia Recommendation?'☆19Jan 12, 2024Updated 2 years ago
- ☆11Dec 23, 2024Updated last year
- 重庆大学（虎溪校区）校园网自动登录/掉线重连☆10Jun 23, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆22Mar 16, 2026Updated 7 months ago
- A Toolbox for MultiModal Recommendation. Integrating 10+ Models...☆703Jul 14, 2026Updated 3 months ago
- ☆90Sep 20, 2024Updated 2 years ago
- Code and data for the ACM CIKM 2022 paper "Rank List Sensitivity of Recommender Systems to Interaction Perturbations"☆10Aug 16, 2022Updated 4 years ago
- Official implementation of Graph Neural Networks as Gradient Flows.☆15Aug 15, 2023Updated 3 years ago
- A Large Short-video Recommendation Dataset with Raw Text/Audio/Image/Videos (Talk Invited by DeepMind).☆313Mar 19, 2026Updated 7 months ago
- PyTorch-IRGAN is a PyTorch version implementation of the item recommendation part of IRGAN.☆12Dec 2, 2019Updated 6 years ago
- [RecSys'25 Spotlight Oral] NLGCL: A Contrastive Learning between Neighbor Layers for Graph Collaborative Filtering☆60Apr 3, 2026Updated 6 months ago
- The code for paper MAMO: Memory-Augmented Meta-Optimization for Cold-start Recommendation☆54Aug 19, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆25Aug 10, 2025Updated last year
- Membership Inference Attack Using Self Influence Functions☆14Dec 17, 2024Updated last year
- [ICLR '25] A method for pruning nearest neighbor graphs using discrete graph curvature: https://arxiv.org/abs/2410.01149☆12Nov 17, 2024Updated last year
- ☆25Feb 1, 2026Updated 8 months ago
- hopwise: A Python Library for Explainable Recommendation based on Path Reasoning over Knowledge Graphs, ACM CIKM '25☆16Sep 30, 2026Updated last month
- [AAAI'25] MENTOR: Multi-level Self-supervised Learning for Multimodal Recommendation☆41Oct 26, 2025Updated last year
- ☆12May 13, 2023Updated 3 years ago