Recent Projects

Developed a full-fledged CAN Bus Arbitration Simulator that can generate and replay CAN logs using pygame and Carla. Implemented arbitration logic in OMNeT++ and connected it with Carla over ZMQ via socket programming. Optimized the arbitration latency from 392 µs to 130 µs and performed a DoS attack by injecting adversarial logs.

Revamped a Systolic Array based DNN Accelerator Simulator called ScaleSim by implementing multiple DRAM banks and designing an efficient multi-DRAM Bank mapping scheme.

Implemented an ANN and trained it on MNIST dataset and used FGSM to generate adversarial examples to trick the model into misclassification.

Implemented a packet monitoring firewall and a Load Balancer, over Ryu SDN, in a custom topology using Mininet.

Implemented Meet-in-the-Middle attack, Padding Oracle attack and an attack on CBC using bad IV.