PFI: Prompt Flow Integrity to Prevent Privilege Escalation in LLM Agents
☆27Mar 26, 2025Updated 11 months ago
Alternatives and similar repositories for pfi
Users that are interested in pfi are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PeTAL: Ensuring Access Control Integrity against Data-only Attacks on Linux (ACM CCS 2024)☆16Nov 4, 2024Updated last year
- ☆31Oct 15, 2025Updated 5 months ago
- Flow Integrity Deterministic Enforcement System. Mechanisms for securing AI agents with information-flow control.☆81May 30, 2025Updated 9 months ago
- ☆14Mar 9, 2025Updated last year
- [VLM-Attack-Survey-2024] Paper list and projects for VLM attacks☆15Feb 12, 2025Updated last year
- Official Implementation of implicit reference attack☆11Oct 16, 2024Updated last year
- An Execution Isolation Architecture for LLM-Based Agentic Systems☆109Jan 31, 2025Updated last year
- ☆126Jul 2, 2024Updated last year
- official implementation of [USENIX Sec'25] StruQ: Defending Against Prompt Injection with Structured Queries☆65Nov 10, 2025Updated 4 months ago
- Codebase of https://arxiv.org/abs/2410.14923☆54Oct 22, 2024Updated last year
- ☆20Dec 4, 2023Updated 2 years ago
- A Dynamic Environment to Evaluate Attacks and Defenses for LLM Agents.☆488Mar 12, 2026Updated last week
- ☆12Nov 7, 2025Updated 4 months ago
- Code for "The Whole Truth and Nothing But the Truth: Faithful and Controllable Dialogue Response Generation with Dataflow Transduction an…☆11Apr 30, 2024Updated last year
- Codes for our paper "AgentMonitor: A Plug-and-Play Framework for Predictive and Secure Multi-Agent Systems"☆13Dec 13, 2024Updated last year
- ☆16Sep 17, 2024Updated last year
- A PoC to trigger CVE-2023-5217 from the Browser WebCodecs or MediaRecorder interface.☆17Oct 11, 2023Updated 2 years ago
- Camouflage YOLO - (CAMOLO) trains adversarial patches to confuse the YOLO family of object detectors.☆12Oct 20, 2022Updated 3 years ago
- IRC-like chat program using POSIX advisory lock covert-channel on time namespaces☆23Nov 12, 2025Updated 4 months ago
- [EMNLP 2025 Oral] IPIGuard: A Novel Tool Dependency Graph-Based Defense Against Indirect Prompt Injection in LLM Agents☆16Sep 16, 2025Updated 6 months ago
- Official release of code for the paper RL is a hammer and LLMs are nails A simple RL approach to stronger prompt injection attacks☆42Feb 11, 2026Updated last month
- ☆14Mar 10, 2025Updated last year
- Official Implementation of wd1☆24Sep 25, 2025Updated 5 months ago
- [NeurIPS 2025] The official implementation of the paper "DRIFT: Dynamic Rule-Based Defense with Injection Isolation for Securing LLM Agen…☆41Updated this week
- A research workbench for developing and testing attacks against large language models, with a focus on prompt injection vulnerabilities a…☆44Updated this week
- ☆34Nov 7, 2022Updated 3 years ago
- The repo for paper: Exploiting the Index Gradients for Optimization-Based Jailbreaking on Large Language Models.☆14Dec 16, 2024Updated last year
- ☆15Sep 17, 2024Updated last year
- Benchmarking data and script used for LLM multi-agent collaboration systems from AWS Bedrock Agents Science team.☆17Dec 10, 2024Updated last year
- ☆19May 14, 2025Updated 10 months ago
- An omnipowerful personal assistant powered by LLMs, Zapier NLA, and custom actions.☆16Sep 13, 2024Updated last year
- ☆42Feb 26, 2023Updated 3 years ago
- 🌟 手把手教你在论文中插入代码链接☆24Aug 2, 2025Updated 7 months ago
- Code and data for the ACM CIKM 2024 paper "Adversarial Text Rewriting for Text-aware Recommender Systems"☆12Aug 1, 2024Updated last year
- Official repository for the paper "Gradient-based Jailbreak Images for Multimodal Fusion Models" (https//arxiv.org/abs/2410.03489)☆19Oct 22, 2024Updated last year
- Code release for MPCViT accepted by ICCV 2023☆16Jan 6, 2025Updated last year
- System Audit Architecture with High Event Coverage and Synchronous Log Availability☆19Nov 27, 2024Updated last year
- Implement of Implicit Knowledge Extraction Attack.☆20May 28, 2025Updated 9 months ago
- ☆18Oct 1, 2025Updated 5 months ago