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Machine Learning Financial Crimes

K2 Integrity

AI-Driven Risk Assessment: Enhancing Financial Crime Compliance And Internal Audit

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In an era of increasingly sophisticated financial crimes and evolving regulatory, compliance, and internal audit needs, financial institutions must continuously refine their risk assessment strategies. Traditional methods,...more

BCLP

AI and Machine Learning in Financial Crime Compliance

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As financial crime risks evolve, including those risks posed by the use of AI and other emerging technologies, so too must firms’ financial crime compliance response. It is unsurprising, therefore, that AI forms part of both...more

Thomas Fox - Compliance Evangelist

Anti-Money Laundering in the Age of AI

In a recent episode of the podcast Innovation in Compliance, I had the pleasure of speaking with Jennifer Arnold, a leading expert in anti-money laundering (AML) and the co-founder of Minerva, a cutting-edge investigation and...more

Ballard Spahr LLP

Treasury Issues Request for Information on Use of AI in Financial Services

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The U.S. Department of the Treasury (“Treasury”) has released a Request for Information on the Uses, Opportunities, and Risks of Artificial Intelligence (“AI”) in the Financial Services Sector (“RFI”).  Written comments are...more

J.S. Held

AI in Fraud Investigations, Trends in International Financial Crimes & Fraud in ESG Matters: Perspectives From Spain

J.S. Held on

Forensic services in Spain are robust, but still have room for growth compared to other markets, especially with respect to the market in the United Kingdom. Growth in the legal marketplace will come through the proliferation...more

Womble Bond Dickinson

Enhancing Trade-Based Money Laundering Detection: Retrieval-Augmented Generation and Semantic Search Technologies

Womble Bond Dickinson on

This article explores the application of retrieval-augmented generation combined with semantic search technologies in the detection of trade-based money laundering (TBML). Retrieval-augmented generation combined with semantic...more

Zuckerman Spaeder LLP

Regulators Put AI in Their Crosshairs at the ABA National Institute on White Collar Crime

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The American Bar Association’s National Institute on White Collar Crime has long focused on regulating, prosecuting, and defending evolving permutations of fraud, or allegedly fraudulent conduct. At the 39th annual event,...more

Mayer Brown Free Writings + Perspectives

FINRA Publishes 2024 Annual Regulatory Oversight Report

New Topics and Content Highlight FINRA’s Increased Focus on Cybersecurity, Crypto Assets, Artificial Intelligence, Market Integrity, Off-Channel Communications and Other Key Risk Areas - On January 9, 2024, the Financial...more

Ballard Spahr LLP

OCC Risk Perspective Report Focuses on Third-Party Relationships with Fintechs

Ballard Spahr LLP on

In its Fall 2023 Semiannual Risk Perspective, published on December 7, the Office of the Comptroller of the Currency (“OCC”) reported on key issues facing the federal banking system. In evaluating the overall soundness of...more

Troutman Pepper Locke

The Uses and Risks of AI in BSA/AML Compliance: Navigating the Future of Financial Crime Prevention

Troutman Pepper Locke on

In the realm of financial crime prevention, the adoption of generative artificial intelligence (AI) technologies has the potential to revolutionize Bank Secrecy Act (BSA) and Anti-Money Laundering (AML) compliance. AI offers...more

J.S. Held

Detecting Fraud Using Emerging Technology: Don’t Be Afraid to Innovate

J.S. Held on

In today’s rapidly evolving digital landscape, fraud and financial crime have become an increasingly complex and pervasive issue for organizations, big and small, global, and domestic. Fortunately, advanced technology and...more

American Conference Institute (ACI)

[Event] 22nd Annual Canadian Forum on Anti-Money Laundering and Financial Crime - June 7th - 8th, Toronto, Ontario, Canada

AML compliance for reporting entities has never been of greater critical importance than it is today. With the growing sophistication of criminals and the methods and technologies that they employed, combined with the...more

Ankura

Factors to Be Considered by Financial Organizations for an Effective Transactional Monitoring System

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The rising incidence of financial crime continues to haunt financial institutions globally. As per a recent industry report, more SARs (suspicious activity reports) were filed by ~80% of the firms in 2021. COVID-19 pandemic...more

K2 Integrity

[Webinar] Fighting Financial Crime Effectively through Federated Machine Learning - November 18th, 11:00 am - 12:00 pm EST

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Over 95% of Anti Money Laundering (AML) alerts are false positives. Despite this, today’s under-staffed and under-resourced institutions continue to use outdated, reactive, and expensive systems for AML monitoring. This...more

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