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1. DeepSteal-exploit DeepSteal-exploit Public

   Proof of concept code for DeepSteal (SP'22) Machine Learning model extraction (weight stealing) with memory side channel

   C 15 2

2. DeepVenom DeepVenom Public

   Proof-of-concept implementation and tools for the DeepVenom attack (SP'24) that performs training-time backdoor attack leveraging weight perturbation using memory fault injections.

   Python 5

3. branchspec branchspec Public

   Forked from fanyao/branchspec

   Proof of concept code for the BranchSpec exploit.

   C 4 2

4. WBP WBP Public

   Proof-of-concept implementation and tools for the WBP attack (ECCV'24), a task-agnostic bit-flip based backdoor attack that can trojan models during model training/fine-tuning.

   Python 2