Information Security Archives

AI Agents vs Agentic AI vs Agentic RAG: Demystifying the Next Frontier for Data Scientists

15 July 2025 by Krishna

Artificial Intelligence has transformed from a theoretical construct into a practical powerhouse driving real-world applications across sectors. At the forefront of this revolution lies a new taxonomy of intelligent systems: AI Agents, Agentic AI, and the emergent concept of Agentic Retrieval-Augmented Generation (Agentic RAG). For data scientists—tasked with building intelligent systems, driving innovation, and ensuring scalable impact—it is crucial to differentiate and understand these evolving paradigms.

Agentic RAG in Vulnerability Assessment and Vulnerability Management

14 July 202514 July 2025 by Krishna

To explore how Agentic Retrieval-Augmented Generation (RAG) revolutionises vulnerability assessment and management through autonomous decision-making, context-aware retrieval, and intelligent automation — with a strong focus on ROI, business impact, and proactive risk mitigation.

Agentic RAG in CTEM: Reimagining Continuous Threat Exposure Management with Autonomous Intelligence

13 July 2025 by Krishna

Continuous Threat Exposure Management (CTEM) is not a tool or platform but a strategic programme that integrates threat intelligence, attack surface management, vulnerability prioritisation, and validation techniques like red teaming or breach simulation.
Unlike traditional AI, agentic systems have goal-oriented autonomy, situational awareness, and collaborative decision-making traits. Think of them as proactive digital analysts embedded in your CTEM loop.

Agentic RAG in Cyber Security: Transforming VAPT, Malware Analysis, Cyber Forensics, and Reverse Engineering for the C-Suite

12 July 2025 by Krishna

As cybersecurity threats grow more sophisticated, the demand for intelligent, adaptive, and context-aware systems has never been more urgent. Agentic Retrieval-Augmented Generation (RAG) systems are reshaping how enterprises detect, analyse, and mitigate threats across core areas—Vulnerability Assessment and Penetration Testing (VAPT), Malware Analysis, Cyber Forensics, and Reverse Engineering.
Unlike traditional AI, Agentic RAG systems possess autonomy and reasoning capabilities, enabling them to learn from contextual signals and dynamically adapt their responses. This evolution is not just technical—it’s deeply strategic, impacting how the C-Suite approaches risk, compliance, and operational resilience.

The Wi-Fi Pineapple: A Silent Threat to Enterprise Cyber Security

11 July 2025 by Krishna

The Wi-Fi Pineapple is a compact, portable device in penetration testing hardware. It is designed to simulate and test vulnerabilities in Wi-Fi networks by impersonating legitimate access points and exploiting weaknesses in wireless communication protocols.