We measure the LyC escape fraction in 54 faint Lyman Alpha Emitters (LAEs) at z ≃ 3.1 in the GOODS-South field. With the average magnitude of R = 26.7 AB (M UV = −18.8, L ≃ 0.1L * ), these galaxies represent a population of compact young dwarf galaxies. Their properties are likely to resemble those in the galaxies responsible for reionising the Universe at z > 6. We do not detect LyC emission in any individual LAEs in the deep HST F336W images, which covers the rest-frame 820Å. We do not detect the LyC emission of these LAEs in the stacked F336W images, either. The 3σ upper limit of LyC escape fractions is f esc < 14 − 32%. However, the high Lyα rest-frame equivalent width, low stellar mass and UV luminosity of these LAEs suggest that they should have f esc > 50%. The low LyC escape fraction from this work and other stacking analysis suggest that the LyC leaking galaxies with f esc > 50% at z = 2 − 3 do not follow the relation between the f esc and UV luminosity and Lyα equivalent width (EW) derived from typical galaxies at similar redshift. Therefore, the UV luminosity and Lyα equivalent width (EW) are not the best indicators for the LyC escape fraction.