Papers and resources related to the security and privacy of LLMs 🤖
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Jun 8, 2025 - Python
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llm-privacy
Here are 18 public repositories matching this topic...
[NeurIPS D&B '25] The one-stop repository for LLM unlearning
open-source benchmarks right-to-be-forgotten privacy-protection unlearning membership-inference-attacks membership-inference llms llm-privacy llm-unlearning llm-evaluation-metrics
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Mar 18, 2026 - Python
Python package for measuring memorization in LLMs.
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Jul 16, 2025 - Jupyter Notebook
The fastest Trust Layer for AI Agents
security ai-agents ai-agent llm-security ai-runtime llm-privacy prompt-security llm-guard llm-guardrails agentic-ai cx-agent
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Feb 3, 2026 - Python
An Execution Isolation Architecture for LLM-Based Agentic Systems
ai sandbox gpt isolation multi-agent-systems ai-agents openai-api llm chatgpt langchain genai llm-agent llm-security llm-framework llm-privacy llm-platform llm-based-systems genai-security
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Jan 31, 2025 - Python
It is a comprehensive resource hub compiling all LLM papers accepted at the International Conference on Learning Representations (ICLR) in 2024.
pretrained-models pretrained-weights pretrained-language-model large-language-models llm llms llmops large-language-model llm-serving llm-prompting llm-agent llm-security llm-training llm-inference llm-framework llm-privacy llm-evaluation large-language-models-for-graph-learning large-language-models-and-translation-systems
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Apr 4, 2024
LLM security and privacy
security awesome privacy awesome-list llm generative-ai llm-security llm-framework llm-threats llm-vulnerabilities llm-privacy awesome-llm-security-and-privacy
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Oct 15, 2024 - TeX
LLM Platform Security: Applying a Systematic Evaluation Framework to OpenAI's ChatGPT Plugins
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Jul 29, 2024 - HTML
Make Zettelkasten-style note-taking the foundation of interactions with Large Language Models (LLMs).
knowledge-graph obsidian graph-based zettlekasten second-brain obsidian-md large-language-models llm ollama llm-privacy docling obsidian-assist
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May 19, 2025 - Python
User-friendly LLM interface, self-hosted, offline, and privacy-first.
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Jan 23, 2026 - Vue
Semantic Privacy Guard: A Java middleware that intercepts text, identifies PII using a three-layer hybrid pipeline (Regex + Naive Bayes ML + Apache OpenNLP NER), and redacts it before it reaches an LLM or leaves the corporate network — with stream-based processing for memory-efficient handling of large files and log streams.
java nlp middleware machine-learning maven regex naive-bayes compliance zero-dependency java-library data-privacy gdpr ai-safety pii-detection pii-redaction prompt-engineering llm-security llm-privacy eu-ai-act ai-firewall
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Apr 12, 2026 - HTML
Semantic PII Masking & Anonymization for LLMs (RAG). GDPR-compliant, reversible, and context-aware. Supports LangChain & OpenAI
nlp anonymization masking data-anonymization user-data rag ai-privacy model-data ai-tool llm-privacy ai-application model-tools rag-data
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Jan 18, 2026 - Python
🔒 Detect security leaks in AI-assisted codebases. Static analysis tool for Python & JS/TS with cross-file taint tracking.
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Dec 29, 2025 - Python
A 3-tier framework for controlling your AI privacy — from open use to full isolation.
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Mar 16, 2026
Example of running last_layer with FastAPI on vercel
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Apr 5, 2024 - Python
Sensitive data detection and masking for text files. Scans markdown files for sensitive patterns across five detection domains, replaces matches with deterministic tokens, and stores originals in an AES-256-GCM encrypted vault.
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Apr 23, 2026 - C#
🛡️ Privacy-aware OpenClaw plugin. Classifies messages into S1/S2/S3 sensitivity tiers — keeps private data local, redacts PII before cloud. Built by Centrase AI.
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Apr 18, 2026 - TypeScript
Build memory systems for AI agents with persistent recall, context management, and structured storage
ioc osint proxy prometheus multi-agent scan-tool codebase threatintel tsdb mimir opentelemetry otlp llmops semantic-cache llm-privacy llm-orchestration
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Apr 23, 2026 - Python
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