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Online brokerages in the United States
are under attack from a fast-growing new form of online
fraud. Hackers have been breaking into customer accounts
at online brokerages and are making unauthorized trades
worth millions of dollars. Unlike banks, brokerage accounts
are not protected by Federal Deposit Insurance Corp.
finding themselves having to cover customer losses out
of their own pockets.
Using Dynamic Dimensional Profiles (DDP) we can detect
suspicious transactions and prevent fraudulent actions
in real time. We are looking at dimensions such as quality
of correlation between the current sequences of transactions
to regular behavior, we compare customer current trade
request to his known profile, verify Click Streams (the
customers "finger print") by comparing the current keystroke
streams to customer's previous click streams and more.
Dimensions not related to the customer are also being
looked at - such as Stock, IP address and Period of
trade. Repetition, a unique feature of SeqUR, will identify
when a set of transactions is repeated by different
customers. If the system finds an abnormal repetition
it compares the online brokerage overall behavior to
the general stock exchange market behavior.
Once we detect a problem that might indicate a fraudulent
act is being committed, we issue an alert. The alert
will include all the historical transactions with their
relevant information.
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