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Patrick Peng

Starter and developer for @chatwithbinary.com & AutoGDB

15 Years-old Threat Researcher focused on AI/ML OSS Community Applicational / Model Security, developing on NLP-based automation-exploitation field.

  • ❕ 21 CVE in in Transformers, llama-cpp-python, Managebac, PrivateGPT, lollm-webui, Tenda Routers ....
  • 🤗 Identified and resolved 2 Remote Code Execution (RCE) vulnerability in huggingface/transformers
  • 🚩 10th place in PicoCTF 24, 36th in PicoCTF 22
  • 👀 NLP & Pwn

For Job inquires, please contact [email protected]

Patrick Peng's Projects

autogdb icon autogdb

AutoGDB: Automatic Binary-exploitation Tool combining GPT and GDB

binql-api icon binql-api

A Python module that provides the BinQL API of Shambles

chatwithbinary icon chatwithbinary

ChatWithBinary: Advanced AI-powered binary analysis tool leveraging OpenAI's LangChain technology, revolutionizing CTF Pwners' experience in binary file interpretation and vulnerability detection.

fastapi icon fastapi

FastAPI framework, high performance, easy to learn, fast to code, ready for production

gpt-sovits icon gpt-sovits

1 min voice data can also be used to train a good TTS model! (few shot voice cloning)

gradio icon gradio

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

ipomat icon ipomat

A simple Python IP-to-Hex/Dec/Bin translator

litellm icon litellm

Call all LLM APIs using the OpenAI format. Use Bedrock, Azure, OpenAI, Cohere, Anthropic, Ollama, Sagemaker, HuggingFace, Replicate (100+ LLMs)

neural-compressor icon neural-compressor

SOTA low-bit LLM quantization (INT8/FP8/INT4/FP4/NF4) & sparsity; leading model compression techniques on TensorFlow, PyTorch, and ONNX Runtime

pandas-ai icon pandas-ai

Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc). PandasAI makes data analysis conversational using LLMs (GPT 3.5 / 4, Anthropic, VertexAI) and RAG.

parley icon parley

Tree of Attacks (TAP) Jailbreaking Implementation

privategpt icon privategpt

Interact with your documents using the power of GPT, 100% privately, no data leaks

pwnbert icon pwnbert

A project based on Fine-tuned BERT to detect GLIBC vulnerabilities.

pyjwt icon pyjwt

JSON Web Token implementation in Python

reg-retr0 icon reg-retr0

Resources required for my BiliBili Pwn tutorial

retr0-onedrive icon retr0-onedrive

OneDrive public directory listing, powered by Vercel and Next.js

server icon server

The Triton Inference Server provides an optimized cloud and edge inferencing solution.

serving icon serving

A flexible, high-performance serving system for machine learning models

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