Subdomain Takeover: The Silent Threat to Your Session Tokens in the Age of AI-Powered Attackers

The Hidden Risk Beneath Your Domain

In today’s security landscape, attackers aren’t just persistent - they’re automated, scalable, and increasingly AI-assisted. While most organizations focus on perimeter defenses, a quietly dangerous vulnerability lurks in DNS configurations and cookie scoping: subdomain takeover.

Worse, this once-niche tactic has become mainstream for AI-powered attackers, who use automation and large-scale reconnaissance to detect misconfigurations and exploit them faster than ever before.

In this post, we’ll explore how subdomain takeover, combined with improperly scoped cookies, can lead to access token theft - and why this technique is growing rapidly due to the rise of AI-driven offensive capabilities.

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Why AI Is Changing the Game

AI-powered attackers are now capable of:

• Automatically crawling DNS records and identifying orphaned CNAMEs at scale
• Rapidly fingerprinting services like GitHub Pages, Azure, and S3 buckets to check for takeover potential
• Generating phishing or luring content on compromised subdomains to attract victims
• Scanning cookie scopes using headless browsers to identify tokens that can be abused

This means subdomain takeovers that once required manual effort are now fully automated, AI-accelerated, and capable of compromising large enterprises in minutes.

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What Is Subdomain Takeover?

Subdomain takeover occurs when a subdomain (like blog.example.com) points to an external service that is no longer claimed (e.g., blog.example.com CNAME blog-app.azurewebsites.net, but the Azure app is deleted).

Why AI.Attackers Love This:

• Predictable misconfigurations make it perfect for automation
• AI can enumerate, classify, and validate thousands of DNS records per minute

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How It Leads to Cookie Theft

If a session or access token is set with this cookie:

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Set-Cookie: access_token=xyz123; Domain=.example.com; Path=/; Secure; HttpOnly

…then every subdomain, including those taken over by attackers, will automatically receive the token in HTTP requests.

Even if HttpOnly is enabled (preventing JS access), the attacker’s backend will still log it.

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AI’s Role Here:

AI tools can:

• Intercept and parse cookies from inbound traffic
• Validate session tokens in real time
• Pair this with phishing automation to weaponize the hijacked sessions

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Real-World Example: Large pharmaceutical (and Many Others)

We identify thousands of exposed subdomains daily. The ease of exploiting these issues allows AI.Attackers to use company owned subdomains as attack infrastructure for many other attack campaigns. We see it daily. We help companies prevent it daily.  

To start mitigating this low-hanging risk avoid these:

• Don’t leave monitoring subdomains for post-deployment
• Set cookies scoped to .example.com, unknowingly exposing tokens to attacker-controlled backends

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Why This Attack Is Becoming More Common (AI Factor)

Before AI

• Manual DNS recon
• Human testing for takeovers
• Scripting one phishing page
• Manual cookie inspection

With AI

• Automated enumeration of thousands of domains in minutes
• AI auto-validates which subdomains are takeover-ready
• LLMs auto-generate realistic lures and malicious pages
• AI uses headless browsers to track token scope and session behavior

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Bottom Line: Who Should Care?

• AppSec teams – for secure defaults in authentication/session handling ‍
• SOC teams – for monitoring DNS and anomalous session activity ‍
• IT/DevOps – for DNS and cloud service cleanup ‍
• Red teams – to emulate AI-powered attackers before real ones do

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Best Practices to Defend Against AI-Driven Subdomain Abuse

Secure Your Cookies

• Avoid Domain=.example.com - always scope to the exact subdomain
• Set: HttpOnly, Secure, and SameSite=Strict
• Use bearer tokens in headers instead of cookies for APIs

Harden Your DNS

• Audit DNS records regularly (especially CNAMEs)
• Open-source tools are great for one time but don’t really scale
• Use DNS management tools for configuration management

Use AI Defensively

• Integrate AI for your own reconnaissance:
• Identify shadow IT and subdomain exposures
• Scan your infrastructure like an AI.Attacker would

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Final Thoughts

Subdomain takeover is no longer a niche red team trick. It’s a mainstream, AI-driven attack vector with serious implications for session management and identity security. When paired with over-scoped cookies, it creates the perfect storm for token hijacking and privilege escalation.

In a world where attackers can scan, hijack, and phish at machine speed, organizations must respond with rigorous DNS hygiene, secure cookie practices, and intelligent monitoring.

Don’t wait for a breach to clean up your DNS and cookies - act now.

Contact us today to get your early access