Official repository for PEFTGuard: Detecting Backdoor Attacks Against Parameter-Efficient Fine-Tuning, accepted at 2025 IEEE Symposium on Security and Privacy (S&P).
☆20Jul 4, 2025Updated last year
Alternatives and similar repositories for PEFTGuard
Users that are interested in PEFTGuard are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for paper "The Philosopher’s Stone: Trojaning Plugins of Large Language Models"☆34Sep 11, 2024Updated 2 years ago
- [EMNLP 24] Official Implementation of CLEANGEN: Mitigating Backdoor Attacks for Generation Tasks in Large Language Models☆19Mar 9, 2025Updated last year
- Composite Backdoor Attacks Against Large Language Models☆26Apr 12, 2024Updated 2 years ago
- 🔥🔥🔥 Detecting hidden backdoors in Large Language Models with only black-box access☆60Jun 2, 2025Updated last year
- Code associated with ICML (2024). "Defense against Backdoor Attack on Pre-trained Language Models via Head Pruning and Attention Normaliz…☆11Feb 22, 2026Updated 8 months ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Backdooring Neural Code Search☆14Sep 8, 2023Updated 3 years ago
- Show Me Your Code! Kill Code Poisoning: A Lightweight Method Based on Code Naturalness☆19Jul 17, 2025Updated last year
- Virus Infection Attack on LLMs: Your Poisoning Can Spread "VIA" Synthetic Data. NeurIPS'25 Spotlight☆12Jul 30, 2025Updated last year
- ☆15Dec 12, 2023Updated 2 years ago
- ☆18Aug 15, 2022Updated 4 years ago
- [IEEE TDSC] Shortcuts Everywhere and Nowhere: Exploring Multi-Trigger Backdoor Attacks☆16Oct 7, 2025Updated last year
- [CCS'24] Official Implementation of "Fisher Information guided Purification against Backdoor Attacks"☆15Oct 29, 2025Updated last year
- ☆36Feb 27, 2025Updated last year
- Implement of Implicit Knowledge Extraction Attack.☆25Jul 14, 2026Updated 3 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [CVPR 2025] The official Pytorch implementation of AlignIns☆20Dec 20, 2025Updated 10 months ago
- A data-free backdoor detector for deep neural networks☆20Mar 8, 2023Updated 3 years ago
- ☆26Dec 1, 2022Updated 3 years ago
- ☆13Jun 29, 2026Updated 4 months ago
- BackdoorAgent is a stage-aware framework and benchmark that instruments LLM-agent workflows (planning, memory, tools) to systematically i…☆51Mar 16, 2026Updated 7 months ago
- ☆12Dec 20, 2024Updated last year
- An open-source toolkit for textual backdoor attack and defense (NeurIPS 2022 D&B, Spotlight)☆213Apr 10, 2023Updated 3 years ago
- ☆28Aug 21, 2023Updated 3 years ago
- [NeurIPS 2025 D&B] BackdoorDM: A Comprehensive Benchmark for Backdoor Learning in Diffusion Model☆31Aug 20, 2026Updated 2 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- [S&P 2026] SoK: Evaluating Jailbreak Guardrails for Large Language Models☆50Dec 17, 2025Updated 10 months ago
- [NDSS 2025] "CLIBE: Detecting Dynamic Backdoors in Transformer-based NLP Models"☆26Aug 20, 2025Updated last year
- Stack Overflow but for AI agents☆18Apr 17, 2026Updated 6 months ago
- ☆18Jun 4, 2025Updated last year
- [Findings of EMNLP 2022] Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor Attacks☆13Feb 26, 2023Updated 3 years ago
- ACE: the Abstract-Concrete-Execute security architecture for LLM-integrated app systems.☆15Apr 21, 2026Updated 6 months ago
- Code and data for study: "Understanding Software Engineering Agents: A Study of Thought-Action-Result Trajectories"☆16May 5, 2026Updated 5 months ago
- This is the artifact of the IEEE S&P 2026 paper "Hijacking Large Audio-Language Models via Context-agnostic Auditory Prompt Injection".☆22Mar 29, 2026Updated 7 months ago
- Accepted to ACL'25 (main)☆12May 19, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [NeurIPS 2025] BackdoorLLM: A Comprehensive Benchmark for Backdoor Attacks and Defenses on Large Language Models☆334Sep 8, 2026Updated last month
- ☆15Dec 10, 2025Updated 10 months ago
- Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents" [NeurIPS 2024]☆118Sep 27, 2024Updated 2 years ago
- Human Mobility Prediction Challenge: Next Location Prediction using Spatiotemporal BERT☆12Dec 18, 2023Updated 2 years ago
- The official repository for the paper "Multivariate Time Series Anomaly Detection with Idempotent Reconstruction".☆14Jan 3, 2026Updated 9 months ago
- CertTA: Certified Robustness Made Practical for Learning-Based Traffic Analysis☆19Jun 20, 2025Updated last year
- ESEC/FSE'21: Prediction-Preserving Program Simplification☆10Oct 4, 2022Updated 4 years ago