TFLlib-Trustworthy Federated Learning Library and Benchmark
☆64Mar 24, 2026Updated 3 months ago
Alternatives and similar repositories for TFLlib
Users that are interested in TFLlib are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Seminar 2022☆25Mar 19, 2026Updated 4 months ago
- SLIME is a novel program-sensitive fuzzer that designs multiple property-aware queues and leverages a customized Upper Confidence Bound V…☆20Feb 23, 2023Updated 3 years ago
- ☆21Mar 17, 2025Updated last year
- Source code of the paper "FirmRCA: Towards Post-Fuzzing Analysis on ARM Embedded Firmware with Efficient Event-based Fault Localization"☆14Jan 6, 2026Updated 6 months ago
- A collection of security papers on top-tier publications☆69Jun 8, 2026Updated last month
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [NDSS 2025] "CLIBE: Detecting Dynamic Backdoors in Transformer-based NLP Models"☆26Aug 20, 2025Updated 11 months ago
- Codebase for Active Membership Inference Attack under Local Differential Privacy in Federated Learning☆16Feb 9, 2024Updated 2 years ago
- Bilibili丸一口的笔录☆60Apr 16, 2026Updated 3 months ago
- This is a comprehensive resource repository for deep learning model inversion attacks and defenses research.☆29Nov 13, 2025Updated 8 months ago
- The official code for ICML 2024 "FedREDefense: Defending against Model Poisoning Attacks for Federated Learning using Model Update Recons…☆30Jun 6, 2024Updated 2 years ago
- FLPoison: Benchmarking Poisoning Attacks and Defenses in Federated Learning☆64Apr 15, 2026Updated 3 months ago
- Code for the paper "BadPrompt: Backdoor Attacks on Continuous Prompts"☆41Jul 8, 2024Updated 2 years ago
- Code of paper "AdvReverb: AdvReverb: Rethinking the Stealthiness of Audio Adversarial Examples to Human Perception"☆21Nov 26, 2023Updated 2 years ago
- Official implementation of the paper "From Optimization to Generalization: Fair Federated Learning against Quality Shift via Inter-Client…☆12Mar 13, 2025Updated last year
- 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.
- Directed fuzzing framework for gVisor.☆26Oct 26, 2023Updated 2 years ago
- https://icml.cc/virtual/2023/poster/24354☆10Aug 15, 2023Updated 2 years ago
- [USENIX Security 2025] SOFT: Selective Data Obfuscation for Protecting LLM Fine-tuning against Membership Inference Attacks☆23Sep 18, 2025Updated 10 months ago
- [NeurIPS 2024 Spotlight] CLIPLoss and Norm-Based Data Selection Methods for Multimodal Contrastive Learning.☆14Dec 12, 2024Updated last year
- PFLoRA-lib: Personalized Federated Learning with LoRA Algorithm Library focusing on privacy-protection, federated-learning, Citation, Ext…☆14Sep 19, 2024Updated last year
- ☆12Oct 26, 2023Updated 2 years ago
- [S&P'24] Test-Time Poisoning Attacks Against Test-Time Adaptation Models☆21Feb 18, 2025Updated last year
- [ICLR2024] "Backdoor Federated Learning by Poisoning Backdoor-Critical Layers"☆55Dec 11, 2024Updated last year
- Eluding Secure Aggregation in Federated Learning via Model Inconsistency☆13Mar 10, 2023Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [ICLR 2025] REFINE: Inversion-Free Backdoor Defense via Model Reprogramming☆13Feb 13, 2025Updated last year
- FLTracer: Accurate Poisoning Attack Provenance in Federated Learning☆25Jun 14, 2024Updated 2 years ago
- Scope: On Detecting Constrained Backdoor Attacks in Federated Learning☆22Jul 2, 2025Updated last year
- Official Implementation of "Lurking in the shadows: Unveiling Stealthy Backdoor Attacks against Personalized Federated Learning"☆13Feb 10, 2025Updated last year
- ☆16Mar 9, 2025Updated last year
- ☆42Feb 7, 2024Updated 2 years ago
- This is the source code for MEA-Defender. Our paper is accepted by the IEEE Symposium on Security and Privacy (S&P) 2024.☆29Nov 19, 2023Updated 2 years ago
- ☆18Aug 15, 2022Updated 3 years ago
- FedGH: Heterogeneous Federated Learning with Generalized Global Header (MM'23)☆16Aug 6, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [Usenix Security 2024] Official code implementation of "BackdoorIndicator: Leveraging OOD Data for Proactive Backdoor Detection in Federa…☆50Sep 10, 2025Updated 10 months ago
- ☆32Sep 22, 2024Updated last year
- [NeurIPS 2022] "Randomized Channel Shuffling: Minimal-Overhead Backdoor Attack Detection without Clean Datasets" by Ruisi Cai*, Zhenyu Zh…☆21Oct 1, 2022Updated 3 years ago
- ☆10Dec 18, 2024Updated last year
- ☆11Oct 28, 2021Updated 4 years ago
- ☆19Oct 24, 2021Updated 4 years ago
- ☆20Feb 11, 2024Updated 2 years ago