Cybersecurity

Two tenants, one GPU, and no wall between them

Originally published at harshit.cloud on 2026-07-25. Run nvidia-smi inside a pod in one namespac…

Is AI-Generated Code Buggier? The 2025-26 Data

Across the major 2025 and 2026 studies, AI-generated code carries measurably more defects: Veracode …

Google Disrupts NetNut Residential Proxy Network Spanning 2 Million Home Devices

Google has significantly degraded NetNut, one of the biggest networks that turns home devices into r…

Ransomware Groups Turn to Citrix Bleed 2, BYOVD, and Supply Chain Credentials

Threat actors associated with the Anubis ransomware operation have been observed exploiting the Citr…

Base Chain Security Report: Top 10 Most Dangerous Deployers (July 2026)

Base Chain Security Report: Top 10 Most Dangerous Deployers (July 2026) Generated by: Cipher Zero …

Governing Shadow AI Across Your Organization

Shadow AI, the use of unapproved AI tools by employees, creates significant security and compliance …

Centralizing Access: A Guide to SSO and OIDC for AI Gateways

Integrating Single Sign-On (SSO) with an AI gateway using OpenID Connect (OIDC) is critical for ente…

A Practical Guide to LLM Guardrails: Filtering Unsafe Inputs and Outputs

This guide provides a technical overview of LLM guardrails, the application-level controls used to v…

How to Implement PII Redaction at the AI Gateway Layer

Personally Identifiable Information (PII) in LLM prompts creates significant security and compliance…

A Practical Guide to Role-Based Access Control for Enterprise AI

Bifrost is an open-source AI gateway that provides centralized Role-Based Access Control (RBAC) for …

Centralizing API Key Management with an LLM Gateway

Fragmented LLM API keys pose significant security and operational risks for enterprises. This articl…

Stopping WooCommerce Card Testing Bots with Edge Cryptography

If you've ever built a WooCommerce site for a client, you know that the checkout endpoint is a massi…