Tobacco‐specific nitrosamines are one of the most important groups of carcinogens in tobacco products. Using adsorbents as filter additives is an effective way to reduce tobacco‐specific nitrosamines in cigarette smoke. Molecularly imprinted polymers (MIPs) using nicotinamide as template were grafted on the silica gel surface to obtain MIP@SiO2 and employed as filter additives to absorb tobacco‐specific nitrosamines in mainstream cigarette smoke. Four milligrams of MIP@SiO2 per cigarette was added to the interface between filter and tobacco rod to prepare a binary filter system. The mainstream smoke was collected on an industry‐standard Cambridge filter pad and extracted with ammonium acetate aqueous solution before analysis. Compared to the cigarette smoke of the control group, the levels of tobacco‐specific nitrosamines with silica gel and with MIP@SiO2 were both reduced, and the adsorption rates of N‐nitrosonornicotine, N‐nitrosoanabasine, N‐nitrosoanatabine, and 4‐(methylnitrosamino)‐1‐(3‐pyridine)‐1‐butanone with silica gel and with MIP@SiO2 were 20.76, 15.32, 18.79, and 18.01%, and 41.33, 34.04, 37.86, and 35.53%, respectively. Furthermore the content of total particle materials in cigarette smoke with silica gel was decreased evidently but showed no observable change with MIP@SiO2. It indicated MIP@SiO2 could selectively reduce tobacco‐specific nitrosamines in the mainstream cigarette smoke with no change to the cigarette flavor.