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Caffe (.caffemodel) Integer Overflow PoC
CWE-190/CWE-122: TileLayer int overflow -> heap-overflow WRITE + im2col stack-overflow WRITE
Bug 1: TileLayer (headline)
tiles=1073741825 with shape(axis)=4: product overflows int32 to 4. Reshape allocates 16 bytes. Forward_cpu iterates 1073741825 times writing past the buffer. Attacker controls overflow content via weights.
Bug 2: im2col
pad_h=1073741823: 2*pad_h overflows int32. Output dimension computation wraps, causing OOB write in the im2col column buffer.
Build & Run
# In Caffe source tree, build with ASAN:
g++ -std=c++14 -fsanitize=address -g -O0 -DCPU_ONLY -Iinclude harness_tile.cpp -o harness_tile
g++ -std=c++14 -fsanitize=address -g -O0 -DCPU_ONLY -Iinclude harness_im2col.cpp -o harness_im2col
./harness_tile # heap-buffer-overflow WRITE
./harness_im2col # stack-buffer-overflow WRITE
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