Cyber-physical　systems　(CPSs)　are　complex　systems　that　involve　technologies　such　as　control,　communication,　and　computing.　Nowadays,　CPSs　have　a　wide　range　of　applications　in　smart　cities,　smart　grids,　smart　manufacturing　and　intelligent　transportation.　However,　with　integration　of　industrial　control　systems　with　modern　communication　technologies,　CPSs　would　be　inevitably　exposed　to　increasing　security　threats,　which　could　lead　to　severe　degradation　of　the　system　performance　and　even　destruction　of　CPSs.　This　paper　presents　a　survey　on　recent　advances　on　security　issues　of　industrial　cyber-physical　systems　(ICPSs).　We　specifically　discuss　two　typical　kinds　of　attacks,　i.e.,　Denial-of-Service　(DoS)　attack　and　Deception　attack,　and　present　recent　results　in　terms　of　attack　detection,　estimation,　and　control　of　ICPSs.　Classifications　of　current　studies　are　analyzed　and　summarized　based　on　different　system　modeling　and　analysis　methods.　In　addition,　advantages　and　disadvantage　of　various　methodologies　are　also　discussed.　Finally,　the　paper　concludes　with　some　potential　future　research　directions　on　secure　ICPSs.　(C)　2021　ISA.　Published　by　Elsevier　Ltd.　All　rights　reserved.