SECURITY AGREEMENT by and among OPPENHEIMER HOLDINGS INC. as Grantor, and EACH OTHER GRANTOR FROM TIME TO TIME PARTY HERETO and THE BANK OF NEW YORK MELLON TRUST COMPANY, N.A. as Collateral Agent. Dated as of April 12, 2011