Silja Kanerva (born 28 January 1985 in San Diego, United States) is a Finnish sailor who took part in the Elliott 6m competition at the 2012 Summer Olympics.

She was in the crew led by Silja Lehtinen and accompanied by Mikaela Wulff who earned the bronze medal.

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