IoT Device Swarm SRAM Dataset for Firmware Attestation

This dataset contains sequential, synchronous SRAM traces collected from four-node and six-node IoT swarms of devices, each with a 2KB SRAM. Each device is loaded with normal or tampered firmware to create different network scenarios. Swarm-1 is a four-node network encompassing thirteen scenarios, including two normal network states, two physical twin states, and nine anomalous states. Swarm-2 consists of six nodes, and the corresponding dataset comprises ten scenarios, including four normal states and six anomalous states. Each swarm's data is arranged as a dictionary of scenarios and compiled into a .pkl file. In addition, each SRAM trace is an array of 2048 integer equivalent values (ranging from 0 to 255) of the 2048 hexadecimal bytes stored in the devices' SRAM. The dataset captures normal swarm behavior, physical twin networks, malicious firmware, propagated anomalies, faulty/tampered data, abnormal peripheral control, malicious peripherals, and out-of-sync network states.