Cybersecurity for Machine Learning Firms

Machine Learning Firms are at the forefront of innovation, but with great potential comes significant risk. As these firms harness the power of data, they also become prime targets for cyber threats that can compromise sensitive information and disrupt operations. Navigating the complex landscape of compliance standards adds another layer of challenge, making robust cybersecurity a necessity rather than an option. Our specialized services are designed to safeguard your operations, ensuring that your cutting-edge technologies remain secure against evolving threats. Don’t let vulnerabilities hold you back; fortify your defenses and focus on what you do best—driving the future of technology.

Key Cybersecurity Threats to Machine Learning Firms

Data Poisoning

Malicious actors manipulate training data to degrade model performance.

Model Theft

Unauthorized access to proprietary models can lead to intellectual property loss.

Adversarial Attacks

Subtle input alterations can mislead machine learning models into incorrect classifications.

Privacy Breaches

Inadequate data protection can expose sensitive user information.

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Compliance Standards

PCI DSS

Payment Card Industry Data Security Standard

GDPR

General Data Protection Regulation

CCPA

California Consumer Privacy Act

ISO 27001

Information Security Management Systems

NIST CSF

National Institute of Standards and Technology Cybersecurity Framework

GLBA

Gramm-Leach-Bliley Act

SOC 2

Service Organization Control 2

CIS Controls

Center for Internet Security Controls

MAS TRM

Monetary Authority of Singapore Technology Risk Management Guidelines

LGPD

Lei Geral de Proteção de Dados

POPIA

Protection of Personal Information Act

NYDFS Cybersecurity Regulation

23 NYCRR 500

CSA STAR

Cloud Security Alliance Security, Trust & Assurance Registry

ISO 31000

Risk Management Guidelines

NIST SP 800-53

Security and Privacy Controls for Federal Information Systems and Organizations

NIST SP 800-171

Protecting Controlled Unclassified Information in Nonfederal Systems

COBIT

Control Objectives for Information and Related Technologies

GDPR

General Data Protection Regulation

GDPR

General Data Protection Regulation

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2023 Incident Report: Summary of Events and Findings

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