Category · 124 articles

DAST & Scanning

DAST & Scanning articles from the Axeploit team: attack chains, detection guidance, and practitioner deep dives.

Keep reading

More articles

The Hugging Face Sandbox Escape: Everyone Watched the Proxy, Nobody Watched Port 53

The Hugging Face Sandbox Escape: Everyone Watched the Proxy, Nobody Watched Port 53

dast

AI Code Assistants Are Writing Your Security Debt: How to Validate Before Production

AI Code Assistants Are Writing Your Security Debt: How to Validate Before Production

dast

CVE Breakdown: The SSRF-to-RCE Chain Nobody Patched in Time

CVE Breakdown: The SSRF-to-RCE Chain Nobody Patched in Time

dast

Business Logic Flaws Won't Show Up in Your OpenAPI Spec: Here's Where They Hide

Business Logic Flaws Won't Show Up in Your OpenAPI Spec: Here's Where They Hide

dast

125 APIs, 20 Vulnerabilities, Zero Manual Setup: What API Sprawl Really Looks Like

125 APIs, 20 Vulnerabilities, Zero Manual Setup: What API Sprawl Really Looks Like

dast

The Economics of Continuous AI Pentesting: What 100 Scans a Month Actually Costs You (or Saves You)

The Economics of Continuous AI Pentesting: What 100 Scans a Month Actually Costs You (or Saves You)

dast

The Rise of Autonomous Threat Actors: Why Legacy Defense Mechanisms Are Failing in 2026

The Rise of Autonomous Threat Actors: Why Legacy Defense Mechanisms Are Failing in 2026

dast

Breaking the CI/CD Bottleneck: How to Implement Security Testing That Developers Actually Like

Breaking the CI/CD Bottleneck: How to Implement Security Testing That Developers Actually Like

dast

Your MVP Doesn't Need Enterprise Security. It Needs These Five Things.

Your MVP Doesn't Need Enterprise Security. It Needs These Five Things.

dast

The Email That Ends Your Startup: A Realistic Walkthrough of a Founder Phishing Attempt

The Email That Ends Your Startup: A Realistic Walkthrough of a Founder Phishing Attempt

dast

The True Cost of False Positives: Calculating the Hidden Operational Drain on Your Security Budget

The True Cost of False Positives: Calculating the Hidden Operational Drain on Your Security Budget

dast

Why Your QA Team Cannot Replace a Dedicated Vulnerability Scanner (And Why They Shouldn't Try)

Why Your QA Team Cannot Replace a Dedicated Vulnerability Scanner (And Why They Shouldn't Try)

dast

Why Your Security Tool Stack Has 14 Dashboards and Zero Answers

Why Your Security Tool Stack Has 14 Dashboards and Zero Answers

dast

You Have 40 Customers and a Database Full of Their Emails: A Security Starter Kit

You Have 40 Customers and a Database Full of Their Emails: A Security Starter Kit

dast

Shifting Left is Broken: Why DAST Needs an AI Overhaul in Modern CI/CD Pipelines

Shifting Left is Broken: Why DAST Needs an AI Overhaul in Modern CI/CD Pipelines

dast

Rate Limiting That Actually Stops Attackers, Not Just Your Own Users

Rate Limiting That Actually Stops Attackers, Not Just Your Own Users

dast

Alert Fatigue is a Data Problem: How "Verified PoCs" Are Saving Burned-Out SOC Teams

Alert Fatigue is a Data Problem: How "Verified PoCs" Are Saving Burned-Out SOC Teams

dast

The Autonomous IDE Problem: When Your Agent Commits Code You Never Saw

The Autonomous IDE Problem: When Your Agent Commits Code You Never Saw

dast

Shadow APIs vs. Zombie APIs: Uncovering the Hidden Attack Surface in Microservices

Shadow APIs vs. Zombie APIs: Uncovering the Hidden Attack Surface in Microservices

dast

The ROI of Autonomous Penetration Testing: Cutting Security Costs by 80% Without Losing Coverage

The ROI of Autonomous Penetration Testing: Cutting Security Costs by 80% Without Losing Coverage

dast

Anatomy of a Bug Bounty Payout: What a $30K Report Actually Looks Like

Anatomy of a Bug Bounty Payout: What a $30K Report Actually Looks Like

dast

The Trust Hierarchy Problem: When Your App Trusts the User More Than You Intended

The Trust Hierarchy Problem: When Your App Trusts the User More Than You Intended

dast

CVE-2026-20230: A Cisco SSRF That Walks Itself to Root

CVE-2026-20230: A Cisco SSRF That Walks Itself to Root

dast

The Trojan Documentation: How Hackers Weaponize GitHub READMEs to Distribute Malware

The Trojan Documentation: How Hackers Weaponize GitHub READMEs to Distribute Malware

dast

The API Security Debt Clock: Why Every Month You Wait Costs More

The API Security Debt Clock: Why Every Month You Wait Costs More

dast

The Developer’s Guide to Threat Modeling Without a Security Team

The Developer’s Guide to Threat Modeling Without a Security Team

dast

What Happens After a Breach: The Timeline Founders Wish They Had Seen Before

What Happens After a Breach: The Timeline Founders Wish They Had Seen Before

dast

The Death of the Traditional SIEM: Why Data Logging is Yielding to Active AI Defense

The Death of the Traditional SIEM: Why Data Logging is Yielding to Active AI Defense

dast

The Cartel Convergence: How Interlock and Rhysida’s Shared Ecosystem is Redefining Ransomware in 2026

The Cartel Convergence: How Interlock and Rhysida’s Shared Ecosystem is Redefining Ransomware in 2026

dast

EDR Blindspots: Detecting Next-Gen Fileless Malware in 2026

EDR Blindspots: Detecting Next-Gen Fileless Malware in 2026

dast

AI Tools Help You Build Features. They Do Not Define Boundaries.

AI Tools Help You Build Features. They Do Not Define Boundaries.

dast

Beyond the Gateway: How Attackers Exploit Microservice Trust Boundaries

Beyond the Gateway: How Attackers Exploit Microservice Trust Boundaries

dast

Kubernetes RBAC is Broken: Why Your Clusters Are One Misconfiguration Away from Disaster

Kubernetes RBAC is Broken: Why Your Clusters Are One Misconfiguration Away from Disaster

dast

Startup Security Posture Assessment: A Founder’s Checklist Before Series A

Startup Security Posture Assessment: A Founder’s Checklist Before Series A

dast

Living off the Cloud: How Hackers Pivot Inside AWS and Azure Environments

Living off the Cloud: How Hackers Pivot Inside AWS and Azure Environments

dast

Server-Side Request Forgery in Cloud Environments: How Attackers Reach Your Metadata API

Server-Side Request Forgery in Cloud Environments: How Attackers Reach Your Metadata API

dast

AI in the Boardroom: Translating Cyber Risk and Autonomous Defense into Business Metrics

AI in the Boardroom: Translating Cyber Risk and Autonomous Defense into Business Metrics

dast

The Autonomous SOC: Defeating Alert Fatigue with AI-Driven Triage

The Autonomous SOC: Defeating Alert Fatigue with AI-Driven Triage

dast

Infrastructure as Code (IaC) Poisoning: The Silent Compromise of Terraform and Pulumi

Infrastructure as Code (IaC) Poisoning: The Silent Compromise of Terraform and Pulumi

dast

Broken Access Control in 2026: The OWASP Number One Vulnerability Explained With Real Examples

Broken Access Control in 2026: The OWASP Number One Vulnerability Explained With Real Examples

dast

The GlassWorm Takedown: Disrupting the Ultimate Developer Supply Chain Attack

The GlassWorm Takedown: Disrupting the Ultimate Developer Supply Chain Attack

dast

Burner Identities: How Hackers are Bypassing 2026 Biometric Security Checks

Burner Identities: How Hackers are Bypassing 2026 Biometric Security Checks

dast

The Invisible Proxy: How Hackers Abuse Shared CDN Infrastructure in 2026

The Invisible Proxy: How Hackers Abuse Shared CDN Infrastructure in 2026

dast

The Invisible Attack Surface: How AI Coding Assistants Introduce Vulnerabilities in Real-Time

The Invisible Attack Surface: How AI Coding Assistants Introduce Vulnerabilities in Real-Time

dast

Why Most “Secure by Default” Frameworks Are Only Secure Until a Developer Touches Them

Why Most “Secure by Default” Frameworks Are Only Secure Until a Developer Touches Them

dast

From “End of DevOps” to “Rise of SecOps”: Automating Security in a CI/CD-less World

From “End of DevOps” to “Rise of SecOps”: Automating Security in a CI/CD-less World

dast

The Real Cost of a Data Breach in 2026: A CISO's Financial Model That Wins Board Approval

The Real Cost of a Data Breach in 2026: A CISO's Financial Model That Wins Board Approval

dast

 CISO Hiring Playbook: What the Best Security Leaders Look for When Building Their Team

CISO Hiring Playbook: What the Best Security Leaders Look for When Building Their Team

dast

Anatomy of a Supply Chain Attack: How the FortiGate Breach Actually Happened

Anatomy of a Supply Chain Attack: How the FortiGate Breach Actually Happened

dast

The Silent Deceiver: Unpacking the Microsoft Teams Android Spoofing Vulnerability (CVE-2026-32185)

The Silent Deceiver: Unpacking the Microsoft Teams Android Spoofing Vulnerability (CVE-2026-32185)

dast

The Threat of “Vibe Coding”: When AI Writes Your Code, Who Owns the Vulnerability?

The Threat of “Vibe Coding”: When AI Writes Your Code, Who Owns the Vulnerability?

dast

From Recon to Ransomware: A Hacker’s Playbook in 2026

From Recon to Ransomware: A Hacker’s Playbook in 2026

dast

AWS IAM Misconfigurations: The Silent Killers of Cloud Security

AWS IAM Misconfigurations: The Silent Killers of Cloud Security

dast

The Post-Quantum Countdown: Why Developers Need to Care About Cryptography Today

The Post-Quantum Countdown: Why Developers Need to Care About Cryptography Today

dast

The Namespace Paradox: Why Your Build Pipeline is Implicitly Trusting the Internet

The Namespace Paradox: Why Your Build Pipeline is Implicitly Trusting the Internet

dast

Container Breakouts 101: How Hackers Escape Docker and Kubernetes

Container Breakouts 101: How Hackers Escape Docker and Kubernetes

dast

Deepfakes in the Boardroom: How AI is Supercharging Social Engineering Attacks

Deepfakes in the Boardroom: How AI is Supercharging Social Engineering Attacks

dast

Beyond the Perimeter: A Developer’s Pragmatic Guide to Zero Trust Architecture

Beyond the Perimeter: A Developer’s Pragmatic Guide to Zero Trust Architecture

dast

Zero-Knowledge Prototyping: The Honest Evaluation of Vibe Coding for Non-Coders

Zero-Knowledge Prototyping: The Honest Evaluation of Vibe Coding for Non-Coders

dast

Poisoning the Well: Securing Your CI/CD Pipeline Against Next-Gen Supply Chain Attacks

Poisoning the Well: Securing Your CI/CD Pipeline Against Next-Gen Supply Chain Attacks

dast

AI Drift and Regression Management: How to Keep Your Codebase Stable with AI Coding Tools

AI Drift and Regression Management: How to Keep Your Codebase Stable with AI Coding Tools

dast

Shadow APIs: The Unseen Attack Vector That's Bypassing Your WAF

Shadow APIs: The Unseen Attack Vector That's Bypassing Your WAF

dast

Emotional Variables in Data Structures: When Your App Listens to How You Feel

Emotional Variables in Data Structures: When Your App Listens to How You Feel

dast

The “Copilot Blindspot”: Why AI-Generated Code is a Ticking Time Bomb for App Security

The “Copilot Blindspot”: Why AI-Generated Code is a Ticking Time Bomb for App Security

dast

How Claude's 200K Context Window Is Enabling Whole-System Refactors That Were Previously Impossible

How Claude's 200K Context Window Is Enabling Whole-System Refactors That Were Previously Impossible

dast

Is Your Phone Spying on You? How the FBI Tracks Deleted Messages (And How to Stop It)

Is Your Phone Spying on You? How the FBI Tracks Deleted Messages (And How to Stop It)

dast

The Nightmare Eclipse Attack: How Hackers Breached FortiGate VPNs (And How to Protect Your Startup)

The Nightmare Eclipse Attack: How Hackers Breached FortiGate VPNs (And How to Protect Your Startup)

dast

Seiko USA's Press Lounge Was Defaced. The Shopify Breach Claims Are Still Unverified

Seiko USA's Press Lounge Was Defaced. The Shopify Breach Claims Are Still Unverified

dast

Why Most AI Startups Stall After the Demo (And How to Save Yours)

Why Most AI Startups Stall After the Demo (And How to Save Yours)

dast

The 2026 Vercel Data Breach Explained: How Hackers Infiltrated the Cloud and How to Protect Yourself

The 2026 Vercel Data Breach Explained: How Hackers Infiltrated the Cloud and How to Protect Yourself

dast

The "Manager" Crisis: Why Coding is Now an Architect’s Game

The "Manager" Crisis: Why Coding is Now an Architect’s Game

dast

The End of DevOps: Why Manual Shipping is Dead

The End of DevOps: Why Manual Shipping is Dead

dast

The Invisible Threat: How Hackers Are Weaponizing Obsidian Plugins to Target Crypto Investors

The Invisible Threat: How Hackers Are Weaponizing Obsidian Plugins to Target Crypto Investors

dast

The Silent Hijack: How Hackers Are Weaponizing n8n Webhooks Against Startups & Businesses

The Silent Hijack: How Hackers Are Weaponizing n8n Webhooks Against Startups & Businesses

dast

VibeJam and the Rapid Prototyping Trap: Why Persistent Iteration Beats Failing Fast

VibeJam and the Rapid Prototyping Trap: Why Persistent Iteration Beats Failing Fast

dast

Vibe Coding Security: How to Protect Applications Built with AI Chat Interfaces

Vibe Coding Security: How to Protect Applications Built with AI Chat Interfaces

dast

The Validation Crisis: Why Your 800+ Critical Findings Dashboard is Failing Your Security Posture

The Validation Crisis: Why Your 800+ Critical Findings Dashboard is Failing Your Security Posture

dast

The Articulation Barrier: Why Your Vocabulary Is Your New Compiler

The Articulation Barrier: Why Your Vocabulary Is Your New Compiler

dast

The OWASP Top 10 for Agentic Applications: What AppSec Teams Need to Know in 2026

The OWASP Top 10 for Agentic Applications: What AppSec Teams Need to Know in 2026

dast

Industrialized Pressure: How Autonomous AI Agents Are Scaling Legacy Exploits in 2026

Industrialized Pressure: How Autonomous AI Agents Are Scaling Legacy Exploits in 2026

dast

The “React2Shell” Crisis: How Hackers are Sneaking into Modern Apps (and How to Stop Them)

The “React2Shell” Crisis: How Hackers are Sneaking into Modern Apps (and How to Stop Them)

dast

Axeploit: Security That Keeps Up With How You Build

Axeploit: Security That Keeps Up With How You Build

dast

Legacy DAST vs. AI-Powered Vulnerability Scanners: What's the Difference?

Legacy DAST vs. AI-Powered Vulnerability Scanners: What's the Difference?

dast

The Bento Architecture: Why Modern UI is Moving Toward Modular Sanity

The Bento Architecture: Why Modern UI is Moving Toward Modular Sanity

dast

The 2026 Threat Alert: What Every Founder Needs to Know About Medusa Malware

The 2026 Threat Alert: What Every Founder Needs to Know About Medusa Malware

dast

That File Upload Is a Backdoor

That File Upload Is a Backdoor

dast

The Easiest Way to Build Software Is Also the Easiest Way to Miss Risk.

The Easiest Way to Build Software Is Also the Easiest Way to Miss Risk.

dast

How Nmap Works Internally: From Host Discovery to Service Fingerprints and NSE

How Nmap Works Internally: From Host Discovery to Service Fingerprints and NSE

dast

The Vibe as a Compiler: Why Marketing is the New High-Level Language

The Vibe as a Compiler: Why Marketing is the New High-Level Language

dast

The 175 WPM Developer: Coding at the Speed of Thought

The 175 WPM Developer: Coding at the Speed of Thought

dast

The Solo Founder Tech Stack (2026-2027): Build Faster, Smarter, and Safer

The Solo Founder Tech Stack (2026-2027): Build Faster, Smarter, and Safer

dast