AI Security Threat Feed

TensorFlow: uncontrolled allocation DoS in shape inference

tensorflow CWE-1284 3.7K 3 ATLAS

DoS Supply Chain Framework Model

TensorFlow: DoS via Grappler optimizer CHECK failure

TensorFlow: memory leak via invalid graph node

tensorflow 3.7K 2 ATLAS

TensorFlow: null pointer deref crashes model loader

TensorFlow: integer overflow in cost estimator causes DoS

TensorFlow: integer overflow in cost estimator → DoS

Code Execution Supply Chain Framework Inference

TensorFlow: heap OOB read/write enables network RCE

Code Execution Data Leakage DoS Framework Inference Training Data

TensorFlow: uninitialized memory in AssignOp

TensorFlow: DoS via shape inference assertion failure

tensorflow CWE-617 3.7K 3 ATLAS

TensorFlow: protobuf assertion DoS via invalid tensor dtype

tensorflow CWE-617 3.7K 3 ATLAS

DoS Code Execution Framework Inference

TensorFlow: null-deref DoS via malformed protobuf tensor

tensorflow CWE-476 3.7K 3 ATLAS

Code Execution Supply Chain Framework Inference

TensorFlow: heap OOB write in Grappler, RCE risk

DoS Supply Chain Framework Model

TensorFlow: DoS via malicious SavedModel AttrDef duplication

tensorflow 3.7K 5 ATLAS

TensorFlow: DoS via reachable assertion in protobuf decode

Supply Chain Data Leakage Code Execution Framework Training Data

TensorFlow: TOC/TOU race allows temp file hijacking

tensorflow CWE-367 3.7K 3 ATLAS

HIGH

TensorFlow: Range integer overflow, RCE/DoS risk

Code Execution DoS Framework Inference

Code Execution Supply Chain Framework Inference Model

HIGH

TensorFlow Lite: OOB write, arbitrary write primitive

tensorflow 3.7K 4 ATLAS

Code Execution Supply Chain Data Extraction Framework Model Inference

TFLite: OOB read/write in sparse tensor → RCE

tensorflow 3.7K 4 ATLAS

Supply Chain Code Execution Framework Inference

TFLite: integer overflow in embedding lookup → heap OOB RW

tensorflow CWE-190 3.7K 3 ATLAS

Code Execution Supply Chain Framework Inference

TFLite: integer overflow in model loading, RCE risk