AI Security Threat Feed

Code Execution DoS Framework Training Data

TensorFlow: heap OOB read in SparseFillEmptyRows op

Data Leakage DoS Framework Training Data

TensorFlow: FusedBatchNorm heap OOB allows data leak/crash

Code Execution DoS Framework Training Data

TensorFlow: heap OOB in sparse matrix multiply

DoS Supply Chain Framework Model Inference

TensorFlow: null pointer crash in control flow graph

tensorflow CWE-476 3.7K 4 ATLAS

TensorFlow: DeserializeSparse null deref causes DoS

tensorflow CWE-476 3.7K 3 ATLAS

tensorflow CWE-824 3.7K 2 ATLAS

TensorFlow: null deref in ragged ops, local RCE

Code Execution Framework

DoS Data Extraction Code Execution Framework Training Data Inference

TensorFlow: heap OOB read in ragged.cross shape inference

Data Extraction DoS Framework Training Data Inference

TensorFlow: heap OOB read in QuantizeV2 shape inference

DoS Data Leakage Framework Training Data Inference

TensorFlow: heap OOB read in quantize ops, DoS+leak

TensorFlow: DoS via Grappler constant folding segfault

tensorflow CWE-824 3.7K 3 ATLAS

Supply Chain Code Execution DoS Framework Training Data

TensorFlow: malformed checkpoint triggers overflow/crash

tensorflow CWE-190 3.7K 4 ATLAS

Data Extraction Code Execution DoS Framework Training Data

TensorFlow: heap OOB read in SparseCountSparseOutput

Code Execution Framework Inference

TensorFlow: uninitialized var in Einsum allows local RCE

tensorflow CWE-824 3.7K 3 ATLAS

DoS Framework Training Data

TensorFlow: DoS crash in tf.summary file writer

tensorflow CWE-617 3.7K 3 ATLAS

TensorFlow: tf.image.resize integer overflow DoS

DoS Framework Inference Training Data

TensorFlow: tf.tile integer overflow crashes ML process

TensorFlow: integer overflow in tensor dims causes DoS

TensorFlow: integer underflow crashes Keras pooling layers

tensorflow CWE-191 3.7K 3 ATLAS

TensorFlow: integer overflow in segment ops causes DoS