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The agentic threat.

The Agentic Threat: A Strategic Risk Assessment and Mitigation Framework for Enterprise AI
Enterprise AI has entered a new era: the rise of autonomous, agentic AI systems. Unlike traditional LLMs, these agents can act—executing multi-step tasks with autonomy, tools, and memory. This evolution brings unprecedented security risks, turning AI from a passive system into a potential privileged insider threat.

This report details the expanded attack surface of agentic AI, from zero-click exploits like EchoLeak to sandbox escapes, data poisoning, and Prompt-to-SQL (P2SQL) injection. It quantifies sector-specific financial impacts (average breach cost: $4.8M) and proposes a three-pillar defense: Zero Trust Identity for non-human actors, real-time behavioral monitoring, and proactive data-layer threat mitigation.

For CISOs and enterprise leaders, securing agentic AI is no longer optional—it is a business, financial, and continuity imperative. This framework offers the roadmap to safeguard autonomy without sacrificing innovation.

By [email protected], ago

Forensic reconstruction and semanticdefense blueprint of EchoLeak (CVE-2025-32711)

Executive Summary & Threat Analysis The EchoLeak Vulnerability (CVE-2025-32711) This report provides a comprehensive forensic analysis and architectural redesign in response to the critical zero-click vulnerability designated as CVE-2025-32711, also known as “EchoLeak.” Discovered by security researchers, EchoLeak represents a new class of exploitation targeting enterprise-grade generative AI assistants, such Read more

By [email protected], ago

From echoLeak to architectures of trust a secure AI integration blueprint.

1. Executive Summary The proliferation of Large Language Model (LLM) assistants within European public sector organizations presents a paradigm shift in operational efficiency and service delivery. However, this integration introduces a novel and critical threat vector, starkly illustrated by the “EchoLeak” incident (CVE-2025-32711). This vulnerability, the first confirmed zero-click indirect Read more

By [email protected], ago

Infographic ransomware beleidsanalyse

Analyse Ransomware Losgeldverbod Ransomware Beleidsanalyse Dashboard Internationaal Strategie Tijdlijn DashboardInternationaalStrategieTijdlijn Analyse Losgeldverbod Ransomware Een interactieve verkenning van de strategische analyse naar de haalbaarheid en impact van een losgeldverbod voor ransomware in Nederland. Kernaanbeveling: Kies voor een Gefaseerde Aanpak De analyse concludeert dat een onmiddellijk, universeel losgeldverbod te grote risico’s met Read more

By [email protected], ago

Effectiviteit en implementatie van een ransomware losgeldverbod in Nederland

by Djimit Executieve Samenvatting Dit rapport presenteert een strategische analyse van de haalbaarheid, effectiviteit en implementatie van een verbod op losgeldbetalingen voor ransomware in Nederland. De analyse is gebaseerd op een onderzoek naar internationale ervaringen, het Nederlandse cyberlandschap, juridische kaders en economische impact. De centrale conclusie is dat een onmiddellijk, Read more

By [email protected], ago

LLM Security Framework

Interactive LLM Security & Governance Framework LLM Security Framework Threats Defenses Architecture Governance A Framework for LLM Threat Modeling & Security This interactive application synthesizes research on Large Language Model security. Explore the threat landscape, evaluate defense mechanisms, examine a secure deployment architecture, and assess governance maturity. Threat Landscape Explorer Read more

By [email protected], ago

A multi-dimensional framework for threat modeling, security, and governance of large language model ecosystems

by Djimit Abstract This article addresses the critical need for a security framework for Large Language Models (LLMs). As LLMs become integral to a vast array of applications, they introduce a novel and complex threat landscape that transcends traditional software vulnerabilities. We present a systematic, multi-disciplinary investigation into LLM security, Read more

By [email protected], ago

Enterprise AI security & governance

A CISO’s Blueprint for Resilience by Djimit The Dual Threat: External Misuse & Internal Shadow AI The enterprise is confronting a dual-front war in the age of generative artificial intelligence (AI). Externally, sophisticated threat actors are weaponizing AI as a “force multiplier,” dramatically scaling and automating attacks that were once Read more

By [email protected], ago