AI Agent Security & Safety
Articles about AI security, agent safety, and guardrails for autonomous systems
The Shadow in the Prompt: Understanding the Escalation of AI Vulnerabilities
As AI becomes integral to business operations, prompt injection has emerged as a primary security threat. This article explores how vulnerabilities in large language models are being exploited to facilitate large-scale malicious operations, including botnet assembly, and how security frameworks are evolving to counter these risks.
Securing the Autonomous Core: Why Enterprise RAG and Retrieval Agents Remain Susceptible to Prompt Hijacks
Full analysis of why prompt injection remains a top enterprise AI vulnerability in 2025/2026, focusing on vulnerability patterns in Retrieval-Augmented Generation (RAG) pipelines, model routers, and autonomous agents, alongside industry-standard defensive mitigations.
Game-Based Prompt Injection Tricks AI Browsers Into Ignoring Safety Guardrails
LayerX researchers demonstrate how the BioShocking attack tricks agentic browsers using themed web games to bypass safety controls, successfully compromising products like Claude's Chrome plugin and ChatGPT Atlas.
The Interconnected Web of AI: How Hybrid Environments Reshape Human Agency and Society
Exploring how AI-mediated environments create cascading effects across cognition, relationships, climate, and equity—and why proactive engagement through hybrid intelligence frameworks is essential for preserving human agency.
One-Click Data Theft: How SearchLeak Turns Microsoft Copilot Into an Exfiltration Weapon
Varonis Threat Labs uncovered SearchLeak (CVE-2026-42824), a critical three-stage vulnerability chain in Microsoft 365 Copilot Enterprise that lets attackers steal mailbox, OneDrive, and SharePoint data with a single click on a trusted microsoft.com link.
Djinn Stealer: How a SimpleHelp Flaw Unleashed AI Tool Targeting Malware
An investigation into the Djinn Stealer campaign: how attackers exploited CVE-2026-48558 in SimpleHelp to gain administrative access, deployed TaskWeaver payloads, and built a custom stealer targeting AI tool configs, cloud credentials, SSH keys, and developer secrets.
AutoJack: How a Localhost Bypass Turned AutoGen Studio Into a Remote Code Execution Gateway
AutoJack is a three-flaw vulnerability chain in Microsoft AutoGen Studio enabling remote code execution via AI agents through localhost trust and unauthenticated MCP endpoints.
The ClawHub Breach: How Malicious AI Skills Are Weaponizing Agent Autonomy
Brynn Nguyen argues that the recent ClawHub malicious skill discovery highlights the severe vulnerabilities in AI marketplaces, urging a shift from static scanners to rigorous provenance verification and runtime behavior monitoring.
Langflow’s Unauthenticated File Write Flaw Is Being Actively Weaponized
A high-severity path traversal flaw (CVE-2026-5027) in the popular open-source AI development platform Langflow is being actively exploited. The vulnerability in the file upload endpoint allows unauthenticated attackers to write arbitrary files to server filesystems, with roughly 7,000 instances exposed online.
The One-Character Hack That Took Down AI Agents: BadHost CVE-2026-48710 Explained
BadHost (CVE-2026-48710) is a Starlette host header flaw that lets attackers bypass path-based authentication in FastAPI, vLLM, LiteLLM, and AI agent servers. Here's how to detect it and patch it.
Gartner Expert Dennis Xu: Securing Agentic AI Requires Guardian Agents and Human Oversight Rather Than Perfection
Gartner's Dennis Xu says completely securing agentic AI is likely impossible, but organizations can adopt guardian agents that monitor for problems and maintain human audit trails.
Copilot SearchLeak Attack: A Critical Three-Stage Vulnerability Patched
A critical three-stage attack exploiting Microsoft 365 Copilot's search functionality allowed 1-click data theft. Learn how the SearchLeak vulnerability worked and what defenders need to know about this new wave of AI prompt-injection issues.