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Prem2868/README.md
Pramod Jogdand — Security Researcher

Pramod Jogdand

Security Researcher | AI/LLM Security | Defensive Tooling

I build open-source tools and research prototypes for prompt-injection defense, AI-assisted threat analysis, network security, and secure agent systems.

Website · Portfolio · LinkedIn · PremLabs Security

Most projects here are research or defensive tooling. Use security scanners only against systems you own or are explicitly authorized to test.

Featured projects

Project What it demonstrates
PromptGuard Python CLI for detecting prompt injection, jailbreak attempts, and encoded attack patterns.
Prompt Injection Cheatsheet Practical reference covering attack categories, detection ideas, and defensive controls.
PRAMOD-AI Research-oriented multi-agent operating daemon and integration prototype.
Network Recon Toolkit Network reconnaissance and security-analysis utilities for authorized testing.
PremLabs Security Organization-owned AI-security and cybersecurity research projects.

Focus areas

  • AI/LLM security, prompt injection, jailbreak detection, and secure agents
  • Cyber threat analysis and defensive automation
  • Network security and authorized reconnaissance
  • Reproducible open-source research tooling

Skills

Languages: Python, JavaScript, Bash, HTML/CSS, Java, C
Platforms and tools: Linux, GitHub, VS Code, automation, threat-analysis workflows
Research: LLM behavior analysis, AI security, network security, cyber threat intelligence

Collaboration

I welcome security research collaboration, responsible disclosures, and practical contributions. Please open an issue in the relevant repository before proposing changes, and use that repository's security policy for sensitive reports.

About PremLabs Security

I founded PremLabs Security to build open-source AI-security and cybersecurity tools with an emphasis on defensive use, reproducibility, and responsible disclosure.

Contact

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  1. network-recon-toolkit network-recon-toolkit Public

    Authorized network reconnaissance utilities for defensive security testing, asset discovery, and analysis.

    Python

  2. web-vulnerability-scanner web-vulnerability-scanner Public

    Automated security scanner for identifying web vulnerabilities.

    Python

  3. PremLabs-Security/llm-security-scanner PremLabs-Security/llm-security-scanner Public

    Defensive CLI for triaging prompt-injection and jailbreak risks in LLM prompts with risk-scored reports.

    Python

  4. PremLabs-Security/ai-driven-attack-sim PremLabs-Security/ai-driven-attack-sim Public

    Authorized-lab research project for studying AI-assisted attack patterns and defensive validation.

    Python

  5. PremLabs-Security/ai-threat-detector PremLabs-Security/ai-threat-detector Public

    Research prototype for anomaly detection and threat classification in cybersecurity data.

    Python

  6. PremLabs-Security/MCPSentinel PremLabs-Security/MCPSentinel Public

    A tool to detect exposed/unauthenticated MCP endpoints and Ollama servers.

    Python