LONDON-- UBS AG and Deutsche Bank AG have been sucked into a widening investigation into alternative trading platforms, with both banks saying Tuesday that they're helping authorities with their probes.

The two banks each disclosed in their second quarter results that they are cooperating with regulators looking into high frequency trading and "dark pool" trading venues.

Dark pools allow investors to buy and sell shares anonymously, so that their trading activity is hidden from rivals who may be betting against them. However, in recent months regulators in the U.S. especially have focused on dark pools because of concerns about the lack of transparency and worries that some traders may get an unfair advantage.

Last month New York Attorney General Eric Schneiderman alleged in a lawsuit that Barclays PLC favored high-frequency traders in its dark pool, and then lied to clients about their participation in the trading venue. Last week, Barclays filed a motion contesting the claims, arguing that the U.S. Attorney General used misleading information in its suit.

The allegations hit Barclays's dark pool, known as Barclays LX, hard with several major clients pulling away. Since the suit was filed in late June the number of trades in its dark pool has roughly halved, according to the Financial Industry Regulatory Authority.

The latest data from Finra, showed that UBS is currently the largest U.S. dark pool operator by volume of trades, closely followed by Credit Suisse Group AG.

UBS said those probing its dark pool operation include the Securities and Exchange Commission, the Financial Industry Regulatory Authority, or Finra, and the New York Attorney General. UBS noted that similar investigations are being pursued "industrywide," adding that it is one of "dozens of defendants' named in related class action lawsuits. UBS doesn't disclose the financial contribution of its dark pool, and a spokesman for the bank said only that it is "not material" to overall results.

Credit Suisse, which operates one of the largest dark pools in the U.S., didn't disclose specific requests for information when it reported results recently. In comments made to reporters last week about dark pools as part of the results presentation, Credit Suisse Chief Executive Officer Brady Dougan cited "an accelerating level of inquiry into these areas from the regulators," adding, "We've been obviously cooperating on a lot of those discussions, and we'll continue to."

Mr. Dougan said that, "We don't see any material impacts from that, but obviously that may develop over time." A spokesman for the Swiss bank declined to comment.

Deutsche Bank said Tuesday that it received requests for information from certain regulatory authorities relating to high frequency trading. The bank also added that it was a defendant in a class action complaint alleging violations of U.S. securities law linked to high frequency trading.

In 2011, Deutsche Bank said its dark pool system for trading equities, dubbed SuperX European Broker Crossing System, was "the largest pool of non-displayed liquidity in Europe," trading an average of EUR363 million ($487.6 million) of shares a day during December 2011.

The dark pool probe is being led out of the U.S. but it is possible other authorities may also join in. The U.K.'s Financial Conduct Authority said that it was looking into dark pools but hadn't made a formal decision to investigate them. During a briefing earlier this month FCA Chief Executive Officer Martin Wheatley said the regulator was looking at the trading venue as part of wider research into trading systems.

Write to Max Colchester at max.colchester@wsj.com, John Letzing at john.letzing@wsj.com and Eyk Henning at eyk.henning@wsj.com

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