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Papers by dylan wolford

Research paper thumbnail of Personal Data Early Warning System: Machine Learning Models Extract Identity Theft and Fraud Trends from News

Each year, cyber attacks pose a greater and greater risk to consumer personal information stored ... more Each year, cyber attacks pose a greater and greater risk to consumer personal information stored by corporations and government agencies. Billions of consumer records are breached each year and data breaches compromise the personal data of hundreds of millions of citizens. These breaches are extremely costly–financially and in terms of privacy and reputation–to people (through identity theft and fraud) and to companies (through the abuse of their collected information for which they are accountable). What is more, the theft of data often acts as a gateway in the complex and interdependent ecosystem of personal data. Personally Identifiable Information (PII) is breached to gain access and steal more PII in a chain of events and tactics. Therefore, there is a need to build tools to help people and businesses navigate the dangerous waters of identity theft and fraud. The cyber world, however, is an evolving landscape and trends change often. People and organizations need to have a curr...

Research paper thumbnail of Personal Data Early Warning System: Machine Learning Models Extract Identity Theft and Fraud Trends from News

Each year, cyber attacks pose a greater and greater risk to consumer personal information stored ... more Each year, cyber attacks pose a greater and greater risk to consumer personal information stored by corporations and government agencies. Billions of consumer records are breached each year and data breaches compromise the personal data of hundreds of millions of citizens. These breaches are extremely costly–financially and in terms of privacy and reputation–to people (through identity theft and fraud) and to companies (through the abuse of their collected information for which they are accountable). What is more, the theft of data often acts as a gateway in the complex and interdependent ecosystem of personal data. Personally Identifiable Information (PII) is breached to gain access and steal more PII in a chain of events and tactics. Therefore, there is a need to build tools to help people and businesses navigate the dangerous waters of identity theft and fraud. The cyber world, however, is an evolving landscape and trends change often. People and organizations need to have a curr...

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