AI Security Threat Feed

TensorFlow: DoS via invalid Dequantize axis argument

tensorflow CWE-1284 3.7K 3 ATLAS

DoS Framework Training Data

TensorFlow: DoS via MaxPoolGrad invalid tensor input

tensorflow CWE-1284 3.7K 2 ATLAS

DoS Framework Training Data Inference

TensorFlow: MapStage CHECK-fail causes process DoS

Data Extraction Privacy Violation Framework Training Data

TensorFlow: heap OOB read in SdcaOptimizerV2

Data Extraction Supply Chain Framework Training Data

TensorFlow: heap OOB read in sorting ops

TensorFlow: integer conversion DoS in NonMaxSuppression ops

TensorFlow: DoS via div-by-zero in UnravelIndex op

tensorflow CWE-369 3.7K 3 ATLAS

TensorFlow MKL: null-ptr/heap-OOB in requantization ops

Code Execution DoS Framework Training Data Inference

TensorFlow: QuantizeV2 heap OOB/null-deref in quantization

DoS Supply Chain Framework Inference

TensorFlow Lite: MLIR null ptr deref crashes inference

tensorflow 3.7K 4 ATLAS

DoS Supply Chain Framework Inference Model

TensorFlow Lite: DoS via crafted TFLite model file

DoS Supply Chain Framework Inference

TFLite: infinite loop DoS via crafted strided slice model

tensorflow CWE-835 3.7K 4 ATLAS

TensorFlow Lite: null ptr deref crashes SVDF inference

tensorflow 3.7K 4 ATLAS

DoS Supply Chain Framework Inference

TFLite: division by zero crashes fully connected layers

TensorFlow: null ptr deref in SparseFillEmptyRows op

MEDIUM EXPLOIT AVAIL

TensorFlow: DoS via division by zero in conv ops

DoS Code Execution Framework Training Data Inference

TensorFlow: null-ptr deref in Map ops, local C/I/A:High

TensorFlow: UnicodeEncode null deref, local code exec

Code Execution DoS Framework Training Data

TensorFlow: null-ptr deref in RaggedTensorToVariant op