[Remote] Machine Learning Security Researcher at Trail of Bits

United States

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Cybersecurity, Artificial IntelligenceIndustries

Requirements

PhD-level expertise in machine learning, deep learning, or related fields (completed, near completion, or equivalent research experience)
Demonstrated experience in conducting original security research on machine learning systems
Expertise in identifying novel attack vectors, including adversarial examples, model poisoning, data extraction attacks, and jailbreaks for large language models
Experience working with top-tier AI organizations (frontier labs, leading AI companies)
Ability to design and build security testing frameworks, evaluation methodologies, and open-source tools for AI/ML security research
Ability to develop comprehensive threat models for emerging AI/ML deployment patterns
Ability to publish findings, present at security and AI/ML conferences, and contribute to the broader AI/ML security research discourse
Ability to bridge AI/ML research and security engineering

Responsibilities

Conduct original security research on cutting-edge machine learning systems
Work directly with top-tier AI organizations to assess the security posture of their ML systems
Design and build novel security testing frameworks, evaluation methodologies, and open-source tools for AI/ML security research
Develop comprehensive threat models for emerging AI/ML deployment patterns
Publish findings, present at security and AI/ML conferences, and contribute to the broader AI/ML security research discourse
Bridge AI/ML research and security engineering

Skills

Key technologies and capabilities for this role

Machine Learning SecuritySecurity ResearchVulnerability AnalysisAttack VectorsModel ArchitecturesTraining PipelinesDeployment InfrastructureInference Systems

Questions & Answers

Common questions about this position

What is the salary for the Machine Learning Security Researcher position?

The salary is $10,000.

Is this position remote?

Yes, the position is remote.

What skills are required for this role?

The role requires deep AI/ML expertise for conducting security research on machine learning systems; no application security background is necessary.

What is the company culture like at Trail of Bits?

Trail of Bits is a research-driven company founded by expert hackers, focused on advancing security through novel research, practical solutions, and democratizing security information via blogs, tools, and community engagement.

What makes a strong candidate for this Machine Learning Security Researcher role?

A strong candidate has deep AI/ML expertise to conduct original security research on cutting-edge systems, identify novel attack vectors, and contribute through tool development and publications.

Trail of Bits

Cybersecurity consulting and security research services

About Trail of Bits

Trail of Bits provides cybersecurity services focused on high-end security research and consulting for organizations facing complex security challenges. They specialize in areas such as reverse engineering, cryptography, virtualization, malware, and software exploits. Their services include security audits, secure deployment consulting, and developing solutions to address security vulnerabilities. The company caters to a diverse clientele, including major tech companies and government agencies, and generates revenue through consulting fees and training courses aimed at enhancing the skills of security teams. Trail of Bits distinguishes itself from competitors with its tailored consulting services and a strong emphasis on workplace culture, recognized as one of the best places to work. The goal of Trail of Bits is to help organizations effectively protect their systems and data from security threats.

New York City, New YorkHeadquarters

2012Year Founded

$5.2MTotal Funding

SEEDCompany Stage

Consulting, CybersecurityIndustries

51-200Employees

Risks

AI model unreliability in critical areas poses a risk for cybersecurity applications.

Emergence of pickle file attacks highlights vulnerabilities in machine learning models.

Focus on mobile security may divert resources from other critical cybersecurity areas.

Differentiation

Trail of Bits specializes in high-end security research and consulting services.

The company serves tech giants and government agencies with robust security measures.

Trail of Bits combines human intellect with computational power for meaningful security gains.

Upsides

Recognition as a leader in cybersecurity consulting boosts Trail of Bits' market credibility.

Partnerships with companies like Discord and Hugging Face expand their client base.

Involvement in iVerify's funding round shows strategic interest in mobile security.

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