Cybersecurity Resources

A comprehensive analysis of prompt injection vulnerabilities in language models operating within project-based environments. This research explores how contextual information can be exploited to manipulate AI model behavior and provides insights into mitigation strategies.

Key Findings

• 🛡️ Analysis of in-context prompt injection techniques
• 📝 Project-based environment vulnerabilities
• 🧹 Language model security assessment
• ⏱️ Real-world attack scenarios
• 📊 Comprehensive vulnerability analysis
• 🔌 Mitigation strategies and recommendations

Topics

A detailed proof of concept demonstrating how malicious packages can be used to execute backdoors in Cursor IDE. This research highlights the security risks associated with package dependencies and provides insights into supply chain security.

Key Findings

• 🚨 Backdoor execution via malicious packages
• 📦 Supply chain security analysis
• 🔍 Cursor IDE vulnerability assessment
• ⚡ Real-world attack demonstration
• 📊 Security implications analysis
• 🛡️ Prevention and detection methods

Topics

An in-depth analysis of contextual elevation and reasoning injection attacks through document poisoning in IDE agents, specifically focusing on Cursor. This research explores how malicious documents can manipulate AI-powered development tools.

Key Findings

• 📄 Document poisoning attack vectors
• 🧠 Reasoning injection techniques
• 🔍 Contextual elevation analysis
• ⚡ IDE agent vulnerability assessment
• 📊 Attack impact evaluation
• 🛡️ Security hardening recommendations

Topics

A critical analysis of system prompt leakage vulnerabilities in AI models. This research demonstrates how attackers can extract sensitive system prompts and instructions, potentially revealing proprietary information and security measures.

Key Findings

• 🔓 System prompt extraction techniques
• 📝 Information disclosure vulnerabilities
• 🛡️ Prompt injection for leakage
• ⚡ Real-world exploitation scenarios
• 📊 Impact assessment on AI security
• 🔒 Mitigation and protection strategies

Topics

Research Methodology

Our research follows industry best practices and ethical guidelines to ensure responsible disclosure and contribute to the broader cybersecurity community.