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NIST's AI Control Overlay Strategy: What Security Teams Need Now

Standards

Latest

5 min read

NIST's AI Control Overlay Strategy: What Security Teams Need Now

Scope - What This Guide Covers This guide explains how to prepare your security program for NIST s forthcoming AI-specific control overlays, building on NIST SP 800-53 Rev 5 and the NIST Cybersecurity

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Securing AI-Augmented Development: A Reference Guide for the 2025 OWASP Top 10

Standards

4 min read

Securing AI-Augmented Development: A Reference Guide for the 2025 OWASP Top 10

Scope - What This Guide Covers This guide explores how the 2025 OWASP Top 10 update impacts your security engineering practices when using AI coding assistants, deploying AI-powered features, or integ

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When Entity Alignment Breaks Your Privacy Budget

Standards

5 min read

When Entity Alignment Breaks Your Privacy Budget

The Challenge A consortium of financial institutions participating in the UK-US PETs Prize Challenges faced a significant issue: how to train a shared fraud detection model across vertically partition

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When Speed Beats Security: The OpenClaw WebSocket Vulnerability

Standards

3 min read

When Speed Beats Security: The OpenClaw WebSocket Vulnerability

The Challenge OpenClaw s developers faced a common problem: enabling a browser-based interface to communicate seamlessly with a locally-running AI agent. Their solution was to use WebSockets for a dir

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Should You Apply NIST's AI Risk Framework or Stick with Traditional Controls?

Standards

6 min read

Should You Apply NIST's AI Risk Framework or Stick with Traditional Controls?

NIST is establishing a dedicated program for AI cybersecurity and privacy. For your compliance team, this raises a critical question: should you adopt the AI Risk Management Framework now, or continue

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19 Malicious npm Packages Stole Credentials Through CI/CD Pipelines

Standards

4 min read

19 Malicious npm Packages Stole Credentials Through CI/CD Pipelines

Socket disclosed the SANDWORM_MODE campaign this week: at least 19 malicious npm packages designed to harvest credentials, cryptocurrency keys, and API tokens from developer environments. The attack i

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How One Python Security Integration Became the Test Case for AI-Era Compliance

Standards

5 min read

How One Python Security Integration Became the Test Case for AI-Era Compliance

The Challenge Your compliance team faces a recurring problem: Python developers move fast, while security teams move carefully, creating a risk gap. When uv emerged as a high-performance Python packag

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Two SBOM Tools Got Funded—Here's What That Means for Your Compliance Program

Standards

3 min read

Two SBOM Tools Got Funded—Here's What That Means for Your Compliance Program

What Changed GitHub s Secure Open Source Fund (SOSF) has added two Software Bill of Materials (SBOM) generators to its portfolio: cdxgen and CycloneDX .NET. These projects now receive funding, securit

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Security Review Checklist: Integrating LLMs into Your Vulnerability Detection Workflow

Standards

5 min read

Security Review Checklist: Integrating LLMs into Your Vulnerability Detection Workflow

You ve probably already experimented with Claude or GPT-4 for code review. Maybe you ve been impressed by how quickly these models spot obvious SQL injection patterns or flag hardcoded credentials. Th

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The Visibility Gap: What Happens When Half Your Team Can't Track AI-Generated Code

Standards

5 min read

The Visibility Gap: What Happens When Half Your Team Can't Track AI-Generated Code

The Challenge Your security team faces a new measurement problem: you can t quantify what you re protecting. According to Checkmarx s Future of AppSec Report, nearly half of organizations don t know w

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Building Your AI Governance Function: A 90-Day Implementation Plan

Standards

7 min read

Building Your AI Governance Function: A 90-Day Implementation Plan

The Problem: Why AI Governance Matters Now AI adoption in your security organization has surged from 50% to 75% in just one year. Your team is now managing AI-driven vulnerability scanners, code analy

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AI Writes Your Code. Who Manages Its Secrets?

Standards

5 min read

AI Writes Your Code. Who Manages Its Secrets?

Your development team just adopted an AI coding assistant. Within weeks, your commit velocity doubled. Your security team celebrated the reduced vulnerability count in static scans. Then you discovere

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Security Debt Hit 82% of Organizations Last Year—Here's Your Board Deck

Standards

3 min read

Security Debt Hit 82% of Organizations Last Year—Here's Your Board Deck

Security debt surged to affect 82% of organizations in 2026, up from 74% in 2025. Critical security debt—vulnerabilities with CVSS scores above 7.0—rose from 50% to 60%. The median time to fix vulnera

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Multi-Agent AI Penetration Testing: What BlacksmithAI's Architecture Reveals About Automated Security Assessments

Standards

5 min read

Multi-Agent AI Penetration Testing: What BlacksmithAI's Architecture Reveals About Automated Security Assessments

The Challenge Your security team faces a fundamental mismatch between how automated penetration testing tools work and how human pentesters operate. Traditional single-agent AI models attempt to compr

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