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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

78

New This Week

16

In CISA KEV

Sort: Date CVSS EPSS KEV first Most exploited
Filter: All Critical High Medium KEV only Active exploitation Has patch No patch

Latest AI Security Threats

Showing 20 of 1092 results — no patch
MEDIUM EXPLOIT AVAIL

TensorFlow: DoS via QuantizeAndDequantize input validation

CVE-2022-29192
5.5
EPSS 0.1%
DoS Framework
tensorflow 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: DoS via GetSessionTensor input validation

CVE-2022-29191
5.5
EPSS 0.1%
DoS Framework
tensorflow 3.7K 2 ATLAS
HIGH EXPLOIT AVAIL

Gradio: CSV formula injection via flagging enables RCE

CVE-2022-24770
8.8
EPSS 0.6%
Code Execution Supply Chain Framework Inference
gradio 679 4 ATLAS
CRITICAL EXPLOIT AVAIL

pytorch-lightning: code injection enables full RCE

CVE-2022-0845
9.8
EPSS 0.3%
Code Execution Supply Chain Framework Training Data
pytorch_lightning CWE-94 21.9K 3 ATLAS
HIGH EXPLOIT AVAIL

MLflow: insecure temp file handling causes DoS

CVE-2022-0736
7.5
EPSS 0.6%
DoS Framework Training Data
mlflow 624 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow XLA: null pointer dereference causes DoS

CVE-2022-23595
6.5
EPSS 0.2%
DoS Framework Inference
tensorflow 3.7K 3 ATLAS
MEDIUM

TensorFlow MLIR: heap OOB via malicious SavedModel file

CVE-2022-23594
5.5
EPSS 0.0%
Code Execution DoS Supply Chain Framework Model
tensorflow CWE-125 3.7K 4 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow MLIR-TFRT: DoS via scalar shape segfault

CVE-2022-23593
7.5
EPSS 0.3%
DoS Framework Inference
tensorflow CWE-754 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: heap OOB read in type inference engine

CVE-2022-23592
8.1
EPSS 0.3%
Data Extraction DoS Code Execution Framework Inference
tensorflow 3.7K 3 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: SavedModel stack overflow via recursive GraphDef

CVE-2022-23591
7.5
EPSS 0.3%
DoS Supply Chain Framework Model
tensorflow CWE-674 3.7K 4 ATLAS
HIGH EXPLOIT AVAIL

TensorFlow: DoS via malicious SavedModel GraphDef

CVE-2022-23590
7.5
EPSS 0.2%
DoS Supply Chain Framework Model Inference
tensorflow 3.7K 4 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow Grappler: DoS via malicious SavedModel

CVE-2022-23589
6.5
EPSS 0.3%
DoS Supply Chain Framework Model
tensorflow 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: DoS via crafted SavedModel crashes Grappler

CVE-2022-23588
6.5
EPSS 0.3%
DoS Supply Chain Framework Model Inference
tensorflow 3.7K 4 ATLAS
CRITICAL EXPLOIT AVAIL

TensorFlow: integer overflow in Grappler enables RCE

CVE-2022-23587
9.8
EPSS 0.3%
Code Execution DoS Framework Inference
tensorflow CWE-190 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: SavedModel DoS crashes Python interpreter

CVE-2022-23586
6.5
EPSS 0.3%
DoS Framework Model
tensorflow 3.7K 4 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: memory leak in PNG decode causes DoS

CVE-2022-23585
6.5
EPSS 0.7%
DoS Framework Inference
tensorflow 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: use-after-free in PNG decode causes DoS

CVE-2022-23584
6.5
EPSS 0.3%
DoS Code Execution Framework Inference
tensorflow 3.7K 4 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: SavedModel type confusion triggers DoS crash

CVE-2022-23583
6.5
EPSS 0.3%
DoS Supply Chain Framework Model Inference
tensorflow CWE-843 3.7K 5 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: SavedModel CHECK-fail causes DoS

CVE-2022-23582
6.5
EPSS 0.2%
DoS Framework Inference
tensorflow 3.7K 3 ATLAS
MEDIUM EXPLOIT AVAIL

TensorFlow: DoS via Grappler optimizer CHECK failure

CVE-2022-23581
6.5
EPSS 0.5%
DoS Supply Chain Framework Model Inference
tensorflow 3.7K 4 ATLAS

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