AI Security Threat Feed

Latest CVEs affecting AI/ML systems, updated continuously. Tracked from NVD, GitHub Advisory, and CISA KEV.

1,604

AI/ML CVEs Tracked

225

Critical

79

New This Week

16

In CISA KEV

Latest AI Security Threats

Showing 20 of 267 results — Medium severity, Active exploitation
MEDIUM EXPLOIT AVAIL

TensorFlow: integer overflow DoS in sparse tensor ops

CVE-2022-23567
6.5
EPSS 0.4%
DoS Framework Inference
tensorflow CWE-190 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: NULL deref DoS via SparseTensorSliceDataset

CVE-2022-21736
6.5
EPSS 0.3%
DoS Framework Inference
tensorflow CWE-476 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: StringNGrams integer overflow enables OOM DoS

CVE-2022-21733
6.5
EPSS 0.2%
DoS Framework Inference
tensorflow CWE-190 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: ThreadPoolHandle DoS via memory exhaustion

CVE-2022-21732
6.5
EPSS 0.2%
DoS Framework Inference
tensorflow CWE-770 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: ConcatV2 type confusion enables remote DoS

CVE-2022-21731
6.5
EPSS 0.3%
DoS Framework Inference
tensorflow CWE-843 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: OOB read in ImmutableConst leaks memory

CVE-2021-41227
5.5
EPSS 0.1%
Data Extraction Supply Chain Framework Inference
tensorflow CWE-125 3.7K 4 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: SplitV negative arg segfault crashes process

CVE-2021-41222
5.5
EPSS 0.0%
DoS Framework Inference
tensorflow 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: tf.function deadlock enables DoS via model load

CVE-2021-41213
5.5
EPSS 0.0%
DoS Supply Chain Framework Model
tensorflow CWE-662 3.7K 4 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: DoS via division-by-zero in conv ops

CVE-2021-41209
5.5
EPSS 0.0%
DoS Framework Inference
tensorflow 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: ParallelConcat div-by-zero crashes ML process

CVE-2021-41207
5.5
EPSS 0.0%
DoS Framework
tensorflow CWE-369 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow tf.range: integer overflow in kernel causes DoS

CVE-2021-41202
5.5
EPSS 0.0%
DoS Framework Training Data
tensorflow 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: null pointer crash in control flow graph

CVE-2021-41217
5.5
EPSS 0.0%
DoS Supply Chain Framework Model Inference
tensorflow CWE-476 3.7K 4 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: DeserializeSparse null deref causes DoS

CVE-2021-41215
5.5
EPSS 0.0%
DoS Framework Inference
tensorflow CWE-476 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: DoS via Grappler constant folding segfault

CVE-2021-41204
5.5
EPSS 0.0%
DoS Framework Inference
tensorflow CWE-824 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: DoS crash in tf.summary file writer

CVE-2021-41200
5.5
EPSS 0.0%
DoS Framework Training Data
tensorflow CWE-617 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: tf.image.resize integer overflow DoS

CVE-2021-41199
5.5
EPSS 0.0%
DoS Framework Inference
tensorflow CWE-190 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: tf.tile integer overflow crashes ML process

CVE-2021-41198
5.5
EPSS 0.0%
DoS Framework Inference Training Data
tensorflow CWE-190 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: integer overflow in tensor dims causes DoS

CVE-2021-41197
5.5
EPSS 0.0%
DoS Framework Inference
tensorflow CWE-190 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: integer underflow crashes Keras pooling layers

CVE-2021-41196
5.5
EPSS 0.0%
DoS Framework Inference
tensorflow CWE-191 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: integer overflow in segment ops causes DoS

CVE-2021-41195
5.5
EPSS 0.0%
DoS Framework
tensorflow CWE-190 3.7K 3 ATLAS

Need deeper analysis?

Get ATLAS technique mappings, compliance reports (ISO 42001, EU AI Act), breaking alerts, and full CISO analysis with a Pro subscription.

Start 14-Day Free Trial