Agentic-SOC-Simulation

🛡️ Agentic SOC Parallel Simulation ASPS: Autonomous Security Operations Parallel Simulation Center Redefining the Future of Security Operations: Full-Stack SOC Parallel Simulation, Multi-Agent Collaboration, and Data-Driven Autonomous Defense 🇨🇳 中文文档 Chinese Version This project is a cutting-edge...

VulnLLM-R

VulnLLM-R: 취약점 탐지를 위한 특화 추론 LLM 논문: arXiv:2512.07533 코드 및 데이터: GitHub 데모: 웹 데모 모델: 7B 모델 환경 및 데이터셋 🛠️ 환경 생성 Git LFS를 설치하고 리포지토리를 클론합니다 LFS 파일은 클론 중에 자동으로 가져와집니다 git lfs install one-time setup git clone https://github.com/ucsb-mlsec/VulnLLM-R.git cd VulnLLM-R If you cloned before installing Git LFS...

Trojan Horses in Recruiting: A Red-Teaming Case Study on Indirect Prompt Injection in Standard Vs. Reasoning Models

As Large Language Models LLMs are increasingly integrated into automated decision-making pipelines, specifically within Human Resources HR, the security implications of Indirect Prompt Injection IPI become critical. While a prevailing hypothesis posits that "Reasoning" or "Chain-of-Thought" Model...

SCGAgent: Recreating the Benefits of Reasoning Models for Secure Code Generation with Agentic Workflows

Large language models LLMs have seen widespread success in code generation tasks for different scenarios, both everyday and professional. However current LLMs, despite producing functional code, do not prioritize security and may generate code with exploitable vulnerabilities. In this work, we...

Trojans disguised as AI: Cybercriminals exploit DeepSeek’s popularity

Introduction Among the most significant events in the AI world in early 2025 was the release of DeepSeek-R1 – a powerful reasoning large language model LLM with open weights. It's available both for local use and as a free service. Since DeepSeek was the first service to offer access to a reasoni...