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MetaSploit-PenTest-KrishnaG-CEO

The Ultimate Guide to Metasploit Alternatives for Penetration Testers

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When it comes to offensive security and penetration testing, Metasploit Framework is a name that needs no introduction. As a powerful and widely adopted open-source platform, Metasploit continues to be a staple in the arsenal of security professionals. However, in recent years, several alternatives and competitors have emerged, offering varied capabilities in red teaming, post-exploitation, command and control (C2), and exploit development.

AI-RAG-Vulnerabilities-KrishnaG-CEO

LLM08:2025 – Vector and Embedding Weaknesses: A Hidden Threat to Retrieval-Augmented Generation (RAG) Systems

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Retrieval-Augmented Generation is an advanced technique that augments pre-trained LLMs with external, domain-specific knowledge bases. Instead of relying solely on static training data, RAG-enabled models retrieve real-time contextual information, thereby enhancing relevance and accuracy.

LLM-Sys-Prompt--KrishnaG-CEO

LLM07:2025 System Prompt Leakage – A Strategic Risk Lens for the C-Suite in the Age of LLM Applications

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System Prompt Leakage (identified as LLM07:2025 in the OWASP Top 10 for LLM Applications v2.0). This vulnerability poses a silent, potent threat not because of what it reveals superficially, but due to how it erodes the foundational principles of security design, privilege separation, and system integrity.

AI-LLM-output-KrishnaG-CEO

LLM05:2025 – Improper Output Handling in LLM Applications: A Business Risk Executive Leaders Must Not Ignore

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At its core, Improper Output Handling refers to inadequate validation, sanitisation, and management of outputs generated by large language models before those outputs are passed downstream—whether to user interfaces, databases, APIs, third-party services, or even human recipients.