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Unknown AI Agents Put Identity Inventories Under Strain
AI & ML WORLD
Unknown AI Agents Put Identity Inventories Under Strain
Enterprise AI-agent risk is moving from prompt safety into inventory, permissions, lifecycle control and decommission...
AI Phishing Turns Control Drift Into The Security Signal
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AI Phishing Turns Control Drift Into The Security Signal
Email security is not losing because phishing got poetic; it is losing when payloads, relationships and user behavior...
Shadow AI Is Becoming The New Data-Loss Channel
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Shadow AI Is Becoming The New Data-Loss Channel
Enterprise data security is moving from files and email into prompts, uploads, browser sessions and personal AI accou...
Slopsquatting Turns AI Coding Hallucinations Into Package Names
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Slopsquatting Turns AI Coding Hallucinations Into Package Names
Frontier coding models hallucinate fewer dependency names than older systems, but the remaining error rate is now mea...
AI Inference Is Becoming The Enterprise Perimeter
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AI Inference Is Becoming The Enterprise Perimeter
The control plane for enterprise AI is moving into the inference path, where prompts, tokens, routing, identity and o...
Multimodal Prompt Injection Turns Documents Into A Security Boundary
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Multimodal Prompt Injection Turns Documents Into A Security Boundary
Vision-capable AI makes screenshots, PDFs, forms and images part of the instruction surface. That means document inta...
Prompt Data Is Becoming Supply-Chain Loot
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Prompt Data Is Becoming Supply-Chain Loot
Malicious AI tooling is moving past token theft: prompts, completions, agent hooks and IDE configuration are now valu...
Agentic AI Just Became A Critical-Infrastructure Control Problem
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Agentic AI Just Became A Critical-Infrastructure Control Problem
Five Eyes cyber agencies are moving agent deployment from model-safety language into identity, privilege, logging and...
Model Files Are Becoming The New Executable Supply Chain
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Model Files Are Becoming The New Executable Supply Chain
AI security teams have spent years scanning packages and plugins. The quieter risk is the model artifact itself: a fi...
RAG Security Is Moving Into The Knowledge Pipeline
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RAG Security Is Moving Into The Knowledge Pipeline
The next retrieval-security problem is not only prompt injection; it is poisoned knowledge, manipulated access, exter...
Secure Code Generation Is Becoming A Repair Loop
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Secure Code Generation Is Becoming A Repair Loop
The useful security shift is not bigger code models. It is forcing generated code through retrieval, scanners, symbol...
Agent Skills Are Becoming A Secrets-Management Problem
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Agent Skills Are Becoming A Secrets-Management Problem
A large empirical study shows credential leakage in LLM skills is cross-modal, persistent and usually exploitable wit...