5th IEEE Workshop on AI Hardware: Test, reliability and Security (AI-TREATS)

Tallinn, Estonia, May 29-30, 2025

AI-TREATS

Co-located with the 30th IEEE European Test Symposium

Open-source tools

  • DeepVigor+: https://github.com/mhahmadilivany/DeepVigor
  • ReADLBench: https://github.com/ReADLBench/dnn-benchmark
  • RR-CONV – An Analytical Approach for Efficient Data Reconstruction via Convolutional Gradients:
    • https://github.com/tamertaras91/RR-CONV
  • RReLU toolbox: https://github.com/mhahmadilivany/reliable-relu-toolbox
  • SentinelNN: https://github.com/mhahmadilivany/SentinelNN
  • SpikeFI: https://github.com/SpikeFI
  • Spiker – A framework for the generation of efficient Spiking Neural Networks FPGA accelerators for inference at the edge:
    • https://github.com/smilies-polito/Spiker
  • SpikingJET: https://github.com/smilies-polito/SpikingJET