AI red teaming Archives - Krishna Gupta

AI in Defence and Offensive Operations: Strategic Opportunities and Emerging Threats for the C-Suite

20 July 2025 by Krishna

Artificial Intelligence (AI) is rapidly transforming the battlefield—both physical and digital. For the C-Suite, especially CISOs, CTOs, and CEOs, understanding the dual-edged nature of AI in defence and offensive operations is no longer optional; it’s strategic. While AI enhances security operations through real-time detection, threat intelligence, and automated responses, it simultaneously empowers adversaries to be agile, personalise, and automate cyberattacks.
This blog provides an in-depth analysis of AI’s role across defensive and offensive cyber threats, pragmatic use cases, real-world threat scenarios, and actionable insights to support strategic decision-making.

Agentic AI Systems: The Rise of Over-Autonomous Security Risks

1 July 2025 by Krishna

Artificial Intelligence (AI) is no longer just a tool—it’s becoming a decision-maker. With the emergence of Agentic AI Systems—AI with the ability to independently plan, act, and adapt across complex tasks—organisations are entering uncharted territory. While this autonomy promises operational efficiency, it also introduces over-autonomous risks that challenge traditional cybersecurity protocols.
For C-Suite executives and penetration testers alike, understanding the evolution of AI from a predictive model to a proactive actor is no longer optional—it’s imperative. The very qualities that make agentic systems powerful—initiative, goal-seeking behaviour, and environmental awareness—also make them vulnerable to sophisticated threats and capable of causing unintentional damage.

Kali GPT: The Evolution of AI-Driven Penetration Testing

13 June 2025 by Krishna

Kali GPT is an advanced AI system built on top of the Kali Linux penetration testing distribution. It utilises large language models (LLMs) and offensive security modules to assist penetration testers in automating reconnaissance, exploitation, privilege escalation, and post-exploitation tasks.

The Cybersecurity Quintet: A Strategic Arsenal for the C-Suite

28 May 2025 by Krishna

In today’s digital-first economy, businesses aren’t merely competing—they’re defending. With cyber threats growing in sophistication and frequency, boardrooms can no longer view cybersecurity as a function relegated to the IT department. From ransomware crippling logistics chains to sophisticated espionage campaigns stealing intellectual property, cyber risk is now business risk.
To navigate this volatile landscape, C-Suite executives must embrace a proactive, intelligence-led security strategy. Enter the Cybersecurity Quintet: Vulnerability Assessment, Penetration Testing, Digital Forensics, Malware Analysis, and Reverse Engineering.
This formidable combination offers more than just breach prevention—it empowers strategic foresight, strengthens business continuity, and enhances investor confidence. This blog explores the full breadth and depth of each component, shedding light on their unique roles and collective business value.

Agentic AI in Information Security: A Game Changer in VAPT for C-Level Executives

14 May 2025 by Krishna

Agentic AI refers to artificial intelligence systems capable of autonomous goal-setting, decision-making, and adaptation within complex environments. Unlike traditional AI systems that operate on predefined rules or supervised learning models, agentic systems are: