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Adversarial Machine Learning: The Next Frontier of the Kill Chain

February 2, 2026/

The Shift from Code to Logic For decades, the “Cyber Attack Kill Chain” has remained relatively predictable: reconnaissance, weaponization, delivery, exploitation, installation, command and control, and finally, actions on objectives. This model assumes the target is a rigid system of code and hardware. However, as enterprises integrate Machine Learning (ML)...

Beyond the Prompt: Mapping the Indirect Injection Surface

February 2, 2026/

The Illusion of the Closed System For the past year, the security conversation around Large Language Models (LLMs) has been dominated by Direct Prompt Injection—the “jailbreak.” We’ve all seen the screenshots of users tricking a chatbot into ignoring its instructions. However, as enterprises move from simple chatbots to integrated AI...

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