The Central Bureau of Investigation (CBI) on Saturday arrested Lt Col Deepak Kumar Sharma, posted in the Department of Defence Production under the Defence Ministry, for allegedly taking Rs 3 lakh in bribe from a Bengaluru-based company, officials said.