ObfusBFA randomizes memory layouts of DNN weights and binaries via dummy layers, dummy neurons, and NOP instructions to neutralize model-level and code-level bit-flip attacks.
Bitshield: Defending against bit-flip attacks on dnn executables.computing, 2:47
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ObfusBFA: A Holistic Approach to Safeguarding DNNs from Different Types of Bit-Flip Attacks
ObfusBFA randomizes memory layouts of DNN weights and binaries via dummy layers, dummy neurons, and NOP instructions to neutralize model-level and code-level bit-flip attacks.