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AI Threat Detection and Response
How Aiceberg Detects and Stops Emerging Agentic AI Threats

How Aiceberg Detects and Stops Emerging Agentic AI Threats

Tool Misuse, Memory Poisoning, and Privilege Compromise — Solved As AI agents evolve to become…
4 min
Photo of a young developer wearing a headset working at a computer with programming code and digital circuit overlays, symbolizing AI cybersecurity and monitoring.
Natural Language as the New Programming Paradigm

Natural Language as the New Programming Paradigm

For decades, we've drawn a clear line between natural language and programming languages. One was…
4 min
Outline of a human head formed by blue circuit pathways on a dark background, representing AI and neural circuitry for secure LLM systems.
The 5 Most Dangerous AI Security Gaps You’re Probably Overlooking

The 5 Most Dangerous AI Security Gaps You’re Probably Overlooking

AI is Changing Fast Enterprise AI is evolving fast. And while the opportunities are massive,…
3 min
Futuristic padlock icon with circuit board design set against concentric digital rings, illustrating secure agentic AI technology and LLM firewall protection.
Why Agentic AI Needs Its Own Security Stack

Why Agentic AI Needs Its Own Security Stack

Agentic AI is changing the game. These aren’t just language models answering questions. They’re autonomous…
3 min
Digital neon outline of a laptop emitting horizontal light trails, with a circuit-like pattern on its screen, symbolizing rapid AI processing and secure computing.
Why Explainability is the Cornerstone of Secure AI (Part 2): How to Audit an AI Agent

Why Explainability is the Cornerstone of Secure AI (Part 2): How to Audit an AI Agent

In Part 1, we laid out why AI explainability is foundational for secure and trustworthy…
3 min
Illustration labelled 'Agentic Workflow Reset' with neon text and dynamic circuit lines pointing to a central glowing node, representing the overhaul of agentic workflows.
The Agentic Workflow Reset

The Agentic Workflow Reset

Rethinking Processes for Autonomous Agents Designing agentic AI workflows requires more than just retrofitting automation…
5 min
Dark hero graphic depicting a luminous shield with a keyhole surrounded by swirling lines and streams of code, symbolizing an AI firewall safeguarding large language models against adversarial threats.
What is an LLM Firewall?

What is an LLM Firewall?

Traditionally, a firewall processes IP packets, policing network traffic based on protocols, IP source/destination, ports…
3 min
Digital wireframe head with neural connections emerging from a tablet displaying code, illustrating limitations of using LLMs alone for securing AI use cases.
Why We Do Not Use LLMs in AI Threat Detection

Why We Do Not Use LLMs in AI Threat Detection

Advancements in machine learning, deep learning, and, in particular, generative AI are making transparency, interpretability…
3 min
Silhouette of a hooded figure working on a laptop with a glowing red padlock icon and digital network nodes, symbolizing cyber threats and the need for an AI firewall and Guardian Agent defense system.
Why Monitoring Tools for LLM Traffic are Crucial for AI Cybersecurity

Why Monitoring Tools for LLM Traffic are Crucial for AI Cybersecurity

Increased LLM Hijacking Attempts Recent LLM hijacking attempts, like the JINX-2401 campaign targeting AWS environments with…
2 min
High-tech illustration of a data center corridor with glowing server racks and a digital circuit overlay forming a shield and lock icon above the letters “AI,” symbolizing an AI firewall protecting data and LLMs from adversarial threats.
Where Public LLMs Fall Short in Safety, Security, and Compliance Controls

Where Public LLMs Fall Short in Safety, Security, and Compliance Controls

While public LLMs do provide some level of AI security and safety, deploying a dedicated…
4 min