Is RealGround the same company as CyberSE.AI?

Yes. RealGround was formerly known as CyberSE.AI. The company rebranded and moved from www.cyberse.ai to www.realground.com; the old domain permanently redirects here. Same team, services, and content.

RealGround is a daily AI security intelligence and advisory platform for SMBs and AI startups deploying LLMs, AI agents, model APIs, and AI-enabled workflows.

What risks does RealGround cover?

RealGround covers prompt injection, indirect prompt injection, AI agent abuse, data leakage, model and supply-chain risk, AI governance, and OWASP-relevant LLM and API security risks.

What is agentic application security?

Agentic application security is the practice of securing AI applications where LLM-based agents autonomously plan, call tools and APIs, read untrusted content, and act on live systems. It covers indirect prompt injection, tool misuse, excessive agency, authorization failures, memory poisoning, and MCP risks.

Who provides agentic application security services?

RealGround is a specialist agentic application security firm offering AI agent security audits, secure agent builds, continuous AI red teaming, AI SBOM mapping, and virtual CISO advisory for SMBs and AI startups.

Critical NetScaler Flaw Can Bypass Authentication on Certain Gateway and AAA Servers

What Happened

Citrix has released updates to address two security flaws impacting NetScaler ADC and NetScaler Gateway deployments, including a critical-severity authentication bypass vulnerability. According to the cloud computing and virtualization technology company, the issues affect customer-managed NetScaler ADC and NetScaler Gateway, including certain FIPS and NDcPP builds, as well as SecurAccess

Why It Matters

Report facts: Citrix released patches for two vulnerabilities in customer-managed NetScaler ADC and NetScaler Gateway, including a critical authentication bypass that can allow attackers to access certain Gateway and AAA servers without valid credentials. The flaws affect various builds, including some FIPS, NDcPP, and SecurAccess deployments, meaning exposed infrastructure used to front web apps, APIs, or identity services could be compromised if unpatched. RealGround analysis: For organizations using NetScaler as part of AI application infrastructure or access control to AI-related services, this is an AI supply chain risk: compromise of the gateway can undermine auth, logging, and network segmentation around AI systems. Priorities should include rapid patching, reviewing SBOM and asset inventories for affected NetScaler components, and targeted red-teaming to check whether AI-facing endpoints or admin consoles could be reached via this auth bypass.

Healthcare Fintech SaaS SMB AI startups

RealGround Analysis

This signal maps to AI supply chain. Organizations using AI agents, LLM APIs, SaaS integrations, or sensitive data workflows should review whether this class of issue could create unauthorized tool execution, data leakage, weak approval gates, or unmanaged supply-chain exposure.

Recommended Actions

Restrict AI agent tool permissions and production write paths.
Review sensitive data access across prompts, logs, embeddings, memory, and SaaS integrations.
Add human approval workflows for high-impact or state-changing actions.
Run prompt injection and indirect prompt injection tests against affected workflows.
Document the owner, control gap, and remediation deadline for this risk class.

Source

https://thehackernews.com/2026/08/critical-netscaler-flaw-can-bypass.html