The sexual-assault case against former International Monetary Fund leader Dominique Strauss-Kahn appeared to be weakening Thursday as prosecutors and his defense team prepared to raise questions about the credibility of the maid who accused him, people close to the case said.

Problems with the prosecution's main witness are expected to be made public at a last-minute court hearing scheduled for Friday morning before State Supreme Court Justice Michael Obus. Defense lawyers...