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Caffe Integer Overflow PoC
Proof-of-concept files for multiple signed integer overflow vulnerabilities in BVLC/caffe.
Files
| File | Description |
|---|---|
dilation_overflow_dos.prototxt |
Crafted model: dilation=1073741824 triggers signed overflow → DoS crash |
silent_overflow_bypass.prototxt |
Crafted model: dilation=1073741824, kernel=5 silently bypasses all CHECKs |
pad_overflow_pooling.prototxt |
Crafted model: pad=1073741824 triggers pooling layer overflow |
caffe_overflow_poc.cpp |
Standalone C++ PoC reproducing the exact vulnerable arithmetic |
ubsan_output.txt |
UBSan output showing 11 signed-integer-overflow violations |
Reproduction
# Compile with UBSan
clang++ -fsanitize=undefined -fsanitize-recover=all -O0 -o poc caffe_overflow_poc.cpp
# Run
./poc
Affected Code
src/caffe/layers/conv_layer.cpp—compute_output_shape()src/caffe/layers/base_conv_layer.cpp—LayerSetUp(),Reshape()src/caffe/layers/pooling_layer.cpp—Reshape()src/caffe/util/im2col.cpp—im2col_cpu(),im2col_nd_core_cpu()
Responsible Disclosure
This repository is gated for responsible disclosure purposes.
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