Browser Vulnerability Research Framework

SeekZero is a JavaScript engine vulnerability research framework built from methodology validated through real-world CVE discovery in V8, Blink, and WebCore.

It gives researchers programmable control over generation, mutation, execution, coverage feedback, and orchestration - enabling teams to develop their own unique and proprietary research workflows.

Timeline: The Birth Of SeekZero

  1. July 2024
    • CVE-2024-7967 - Heap buffer overflow in Blink.
    • CVE-2024-7535 - Inappropriate implementation in V8.
    • CVE-2024-7534 - Heap buffer overflow in Blink.
    • CVE-2024-44192 - Type confusion in WebCore.
  2. August 2024
    • CVE-2024-54534 - Use-after-free in WebCore.
    • Bug 277860 - Use-after-free in WebCore.
  3. September 2024
    • CVE-2024-9121 - Inappropriate implementation in V8.
    • CVE-2024-7025 - Integer overflow in Blink.
  4. October 2024
    • Bug 376381583 - Integer overflow in V8.
    • Bug 375343420 - Inappropriate implementation in V8.
    • Bug 372750822 - Inappropriate implementation in V8.
    • Bug 370694832 - Inappropriate implementation in V8.
January 2025

Turning Browser Research into a Framework: SeekZero

After proving the methodology in real-world browser targets, the Tashita research team evolved the process into SeekZero: a JavaScript engine vulnerability research framework built for advanced researcher-guided automation, scalable execution, and programmable research workflows through a REST API-first architecture.

Core capabilities

  • Researcher-guided generation, mutation, and execution
  • Custom mutation plans, targeting strategies, and priorities
  • 1,500+ configurable research settings
  • Interactive Playground with live execution and coverage visibility
  • Distributed orchestration for scalable execution
  • REST API-first automation and external integration
  • Multi-user workflow and resource management

Why Teams Use SeekZero

  • Avoid building complex research infrastructure from scratch
  • Improve researcher productivity, visibility, and control
  • Scale execution while preserving researcher-guided strategy
  • Develop proprietary browser vulnerability research capabilities
  • Support long-term, organization-specific research workflows

Built for Advanced Research Workflows

SeekZero enables researchers to guide, customize, and automate JavaScript engine vulnerability research through programmable execution workflows, real-time interaction, and scalable infrastructure.

Interactive Research Environment

Researchers can execute custom JavaScript samples, define mutation plans, observe coverage and execution paths in real time, and iteratively refine research strategies through the interactive Playground.

Programmable Research Workflows

A REST API-first architecture makes SeekZero scriptable, extensible, and easy to integrate with internal tooling, automation systems, and AI-assisted workflows.

Teams can build proprietary workflows tailored to their objectives, infrastructure, and expertise.

Unique Research

SeekZero is designed to support differentiated and proprietary research workflows rather than uniform automated execution.

Researchers can define mutation plans, targeting strategies, execution priorities, and orchestration logic while observing execution behavior and coverage feedback in real time.

Enterprise Infrastructure

SeekZero is designed for advanced security organizations operating browser vulnerability research workflows within controlled enterprise environments.

Local Deployment

Deploy SeekZero within controlled internal infrastructure and research environments.

Scalable Orchestration

Coordinate distributed execution workflows across synchronized research infrastructure.

Multi-User Research Framework

Manage users, resources, execution workflows, and research activity through a centralized framework.

SeekZero Onboarding

Access to SeekZero is currently limited to a select number of organizations.

Organization Evaluation

Prospective customers may undergo legal and operational due diligence before onboarding.

Request a Seat

Organizations interested in evaluating SeekZero can request access through a controlled onboarding process.