The invention relates to an anti-corrosion light high-efficiency finned type heat exchanger, which comprises a plurality of laminated fins. A plurality of inner tubes are arranged on the fins; an insert grooves are arranged at joints of the fins and the inner tubes; and two adjacent fins are connected through the insert groove. In order to ensure the service life of the heat exchanger in a corrosive environment and improve corrosion resistance, the surface of each fin of the heat exchanger is subjected to ceramic and seal treatment to form a strong and compact anti-corrosion film, so that acid and alkali corrosion and oxidation are prevented. By the ceramic treatment technology, conditions are created for using light metal with low corrosion resistance. The anti-corrosion heat exchanger made of materials such as aluminum and an aluminum alloy, magnesium and a magnesium alloy, titanium and a titanium alloy and the like is realized. The close fit among the fins, and the close fit among the fins and the inner tubes are realized, a gap does not exist and a soldering process can be saved. Innovative designs are adopted, so the product has the advantages of high cost performance, good economic benefit, energy conservation and emission reduction, low manufacturing cost and easy marketing.