id stringlengths 64 64 | source stringclasses 3
values | source_id stringlengths 1 14 | title stringlengths 3 188 | description stringlengths 3 1.98k | incident_date timestamp[s]date 1983-09-26 00:00:00 2026-06-25 00:00:00 ⌀ | ingested_at stringclasses 3
values | vendor stringlengths 2 316 ⌀ | system stringlengths 1 126 ⌀ | atlas_technique stringclasses 17
values | atlas_tactic stringclasses 8
values | severity stringclasses 5
values | tags listlengths 0 5 | url stringlengths 34 171 ⌀ | raw unknown |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
49fb06ec9f9c6b999919d8a9bcdb84acaa514d80a3b6c60d6224f92dd3cfe5d0 | NVD | CVE-2022-23558 | CVE-2022-23558: tensorflow | Tensorflow is an Open Source Machine Learning Framework. An attacker can craft a TFLite model that would cause an integer overflow in `TfLiteIntArrayCreate`. The `TfLiteIntArrayGetSizeInBytes` returns an `int` instead of a `size_t. An attacker can control model inputs such that `computed_size` overflows the size of `in... | 2022-02-04T00:00:00 | 2026-07-02T06:02:47.788253Z | tensorflow | tensorflow | AML.T0010.001 | Initial Access | high | [
"tensorflow",
"CWE-190"
] | https://nvd.nist.gov/vuln/detail/CVE-2022-23558 | {
"cve": {
"id": "CVE-2022-23558",
"cveTags": [],
"metrics": {
"ssvcV203": [
{
"source": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
"ssvcData": {
"id": "CVE-2022-23558",
"role": "CISA Coordinator",
"options": [
{
... |
5f1bba3a6be1da89d04647c4e40b271de6522536a93b06a6a65818f774685096 | NVD | CVE-2022-23559 | CVE-2022-23559: tensorflow | Tensorflow is an Open Source Machine Learning Framework. An attacker can craft a TFLite model that would cause an integer overflow in embedding lookup operations. Both `embedding_size` and `lookup_size` are products of values provided by the user. Hence, a malicious user could trigger overflows in the multiplication. I... | 2022-02-04T00:00:00 | 2026-07-02T06:02:47.788253Z | tensorflow | tensorflow | AML.T0010.001 | Initial Access | high | [
"tensorflow",
"CWE-190",
"CWE-190"
] | https://nvd.nist.gov/vuln/detail/CVE-2022-23559 | {
"cve": {
"id": "CVE-2022-23559",
"cveTags": [],
"metrics": {
"ssvcV203": [
{
"source": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
"ssvcData": {
"id": "CVE-2022-23559",
"role": "CISA Coordinator",
"options": [
{
... |
2aa13865858b11ff874e659ff51cc86093064978a7d3ccc4d4058c741133f521 | NVD | CVE-2022-23560 | CVE-2022-23560: tensorflow | Tensorflow is an Open Source Machine Learning Framework. An attacker can craft a TFLite model that would allow limited reads and writes outside of arrays in TFLite. This exploits missing validation in the conversion from sparse tensors to dense tensors. The fix is included in TensorFlow 2.8.0. We will also cherrypick t... | 2022-02-04T00:00:00 | 2026-07-02T06:02:47.788253Z | tensorflow | tensorflow | AML.T0010.001 | Initial Access | high | [
"tensorflow",
"CWE-125",
"CWE-787"
] | https://nvd.nist.gov/vuln/detail/CVE-2022-23560 | {
"cve": {
"id": "CVE-2022-23560",
"cveTags": [],
"metrics": {
"ssvcV203": [
{
"source": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
"ssvcData": {
"id": "CVE-2022-23560",
"role": "CISA Coordinator",
"options": [
{
... |
ed82c541c6e8edf366861a9488eaebd2e736bdcd1797f11a28d82235472678b1 | NVD | CVE-2022-23561 | CVE-2022-23561: tensorflow | Tensorflow is an Open Source Machine Learning Framework. An attacker can craft a TFLite model that would cause a write outside of bounds of an array in TFLite. In fact, the attacker can override the linked list used by the memory allocator. This can be leveraged for an arbitrary write primitive under certain conditions... | 2022-02-04T00:00:00 | 2026-07-02T06:02:47.788253Z | tensorflow | tensorflow | AML.T0010.001 | Initial Access | high | [
"tensorflow",
"CWE-787"
] | https://nvd.nist.gov/vuln/detail/CVE-2022-23561 | {
"cve": {
"id": "CVE-2022-23561",
"cveTags": [],
"metrics": {
"ssvcV203": [
{
"source": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
"ssvcData": {
"id": "CVE-2022-23561",
"role": "CISA Coordinator",
"options": [
{
... |
40a04a45f54bd64a43a6ca8f3b39e9ca1fb17bf74a00a90744571c8652c053ff | NVD | CVE-2022-23562 | CVE-2022-23562: tensorflow | Tensorflow is an Open Source Machine Learning Framework. The implementation of `Range` suffers from integer overflows. These can trigger undefined behavior or, in some scenarios, extremely large allocations. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlo... | 2022-02-04T00:00:00 | 2026-07-02T06:02:47.788253Z | tensorflow | tensorflow | AML.T0010.001 | Initial Access | high | [
"tensorflow",
"CWE-190"
] | https://nvd.nist.gov/vuln/detail/CVE-2022-23562 | {
"cve": {
"id": "CVE-2022-23562",
"cveTags": [],
"metrics": {
"ssvcV203": [
{
"source": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
"ssvcData": {
"id": "CVE-2022-23562",
"role": "CISA Coordinator",
"options": [
{
... |
de8557886eea4231dac11bc1541469b0675bac8f979d45a814ed58732b8e38cb | NVD | CVE-2021-29517 | CVE-2021-29517: tensorflow | TensorFlow is an end-to-end open source platform for machine learning. A malicious user could trigger a division by 0 in `Conv3D` implementation. The implementation(https://github.com/tensorflow/tensorflow/blob/42033603003965bffac51ae171b51801565e002d/tensorflow/core/kernels/conv_ops_3d.cc#L143-L145) does a modulo oper... | 2021-05-14T00:00:00 | 2026-07-02T06:02:47.788253Z | tensorflow | tensorflow | AML.T0010.001 | Initial Access | low | [
"tensorflow",
"CWE-369"
] | https://nvd.nist.gov/vuln/detail/CVE-2021-29517 | {
"cve": {
"id": "CVE-2021-29517",
"cveTags": [],
"metrics": {
"cvssMetricV2": [
{
"type": "Primary",
"source": "nvd@nist.gov",
"cvssData": {
"version": "2.0",
"baseScore": 2.1,
"accessVector": "LOCAL",
"vectorStri... |
7cf97e0054ffc1836a76404fb3e3c60b273909ab1c9d18827732d178794d18b8 | NVD | CVE-2022-23563 | CVE-2022-23563: tensorflow | Tensorflow is an Open Source Machine Learning Framework. In multiple places, TensorFlow uses `tempfile.mktemp` to create temporary files. While this is acceptable in testing, in utilities and libraries it is dangerous as a different process can create the file between the check for the filename in `mktemp` and the actu... | 2022-02-04T00:00:00 | 2026-07-02T06:02:47.788253Z | tensorflow | tensorflow | AML.T0010.001 | Initial Access | high | [
"tensorflow",
"CWE-367",
"CWE-367"
] | https://nvd.nist.gov/vuln/detail/CVE-2022-23563 | {
"cve": {
"id": "CVE-2022-23563",
"cveTags": [],
"metrics": {
"ssvcV203": [
{
"source": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
"ssvcData": {
"id": "CVE-2022-23563",
"role": "CISA Coordinator",
"options": [
{
... |
c8400ca11974fc76d533a2aa7e6fb669f391d8d84e573dc4e21472ea3948ccb6 | NVD | CVE-2022-23564 | CVE-2022-23564: tensorflow | Tensorflow is an Open Source Machine Learning Framework. When decoding a resource handle tensor from protobuf, a TensorFlow process can encounter cases where a `CHECK` assertion is invalidated based on user controlled arguments. This allows attackers to cause denial of services in TensorFlow processes. The fix will be ... | 2022-02-04T00:00:00 | 2026-07-02T06:02:47.788253Z | tensorflow | tensorflow | AML.T0029 | Impact | medium | [
"tensorflow",
"CWE-617"
] | https://nvd.nist.gov/vuln/detail/CVE-2022-23564 | {
"cve": {
"id": "CVE-2022-23564",
"cveTags": [],
"metrics": {
"ssvcV203": [
{
"source": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
"ssvcData": {
"id": "CVE-2022-23564",
"role": "CISA Coordinator",
"options": [
{
... |
480e65d06f33b7a47cce06704c190fa0438efcaececd01cd2bc30993d6955db1 | NVD | CVE-2022-23565 | CVE-2022-23565: tensorflow | Tensorflow is an Open Source Machine Learning Framework. An attacker can trigger denial of service via assertion failure by altering a `SavedModel` on disk such that `AttrDef`s of some operation are duplicated. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, Tensor... | 2022-02-04T00:00:00 | 2026-07-02T06:02:47.788253Z | tensorflow | tensorflow | AML.T0029 | Impact | medium | [
"tensorflow",
"CWE-617"
] | https://nvd.nist.gov/vuln/detail/CVE-2022-23565 | {
"cve": {
"id": "CVE-2022-23565",
"cveTags": [],
"metrics": {
"ssvcV203": [
{
"source": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
"ssvcData": {
"id": "CVE-2022-23565",
"role": "CISA Coordinator",
"options": [
{
... |
4f8a38fbfcfcf379f024e1d7f6786d97294cc2c5d8b93b249409d21a7c5afa13 | NVD | CVE-2022-23566 | CVE-2022-23566: tensorflow | Tensorflow is an Open Source Machine Learning Framework. TensorFlow is vulnerable to a heap OOB write in `Grappler`. The `set_output` function writes to an array at the specified index. Hence, this gives a malicious user a write primitive. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commi... | 2022-02-04T00:00:00 | 2026-07-02T06:02:47.788253Z | tensorflow | tensorflow | AML.T0010.001 | Initial Access | high | [
"tensorflow",
"CWE-787"
] | https://nvd.nist.gov/vuln/detail/CVE-2022-23566 | {
"cve": {
"id": "CVE-2022-23566",
"cveTags": [],
"metrics": {
"ssvcV203": [
{
"source": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
"ssvcData": {
"id": "CVE-2022-23566",
"role": "CISA Coordinator",
"options": [
{
... |
28194b169a7b4267718d6a33b8fdbe2c0c3f5890ec5eb823c0f305f4f0576f1b | NVD | CVE-2022-23570 | CVE-2022-23570: tensorflow | Tensorflow is an Open Source Machine Learning Framework. When decoding a tensor from protobuf, TensorFlow might do a null-dereference if attributes of some mutable arguments to some operations are missing from the proto. This is guarded by a `DCHECK`. However, `DCHECK` is a no-op in production builds and an assertion f... | 2022-02-04T00:00:00 | 2026-07-02T06:02:47.788253Z | tensorflow | tensorflow | AML.T0010.001 | Initial Access | medium | [
"tensorflow",
"CWE-476",
"CWE-476",
"CWE-617"
] | https://nvd.nist.gov/vuln/detail/CVE-2022-23570 | {
"cve": {
"id": "CVE-2022-23570",
"cveTags": [],
"metrics": {
"ssvcV203": [
{
"source": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
"ssvcData": {
"id": "CVE-2022-23570",
"role": "CISA Coordinator",
"options": [
{
... |
cffc27f068e3abf1c638a9594ce0333df49f479ed6910d9eba04ab8acc41c57d | NVD | CVE-2022-23571 | CVE-2022-23571: tensorflow | Tensorflow is an Open Source Machine Learning Framework. When decoding a tensor from protobuf, a TensorFlow process can encounter cases where a `CHECK` assertion is invalidated based on user controlled arguments, if the tensors have an invalid `dtype` and 0 elements or an invalid shape. This allows attackers to cause d... | 2022-02-04T00:00:00 | 2026-07-02T06:02:47.788253Z | tensorflow | tensorflow | AML.T0029 | Impact | medium | [
"tensorflow",
"CWE-617",
"CWE-617"
] | https://nvd.nist.gov/vuln/detail/CVE-2022-23571 | {
"cve": {
"id": "CVE-2022-23571",
"cveTags": [],
"metrics": {
"ssvcV203": [
{
"source": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
"ssvcData": {
"id": "CVE-2022-23571",
"role": "CISA Coordinator",
"options": [
{
... |
2b8fbce1a48309345ef5afd3152eee80abdcf7e24b44f9787f29084895cbf823 | NVD | CVE-2022-23572 | CVE-2022-23572: tensorflow | Tensorflow is an Open Source Machine Learning Framework. Under certain scenarios, TensorFlow can fail to specialize a type during shape inference. This case is covered by the `DCHECK` function however, `DCHECK` is a no-op in production builds and an assertion failure in debug builds. In the first case execution proceed... | 2022-02-04T00:00:00 | 2026-07-02T06:02:47.788253Z | tensorflow | tensorflow | AML.T0010.001 | Initial Access | medium | [
"tensorflow",
"CWE-754",
"CWE-617"
] | https://nvd.nist.gov/vuln/detail/CVE-2022-23572 | {
"cve": {
"id": "CVE-2022-23572",
"cveTags": [],
"metrics": {
"ssvcV203": [
{
"source": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
"ssvcData": {
"id": "CVE-2022-23572",
"role": "CISA Coordinator",
"options": [
{
... |
eccd903fb26a2fd3c661f049ac14c49559881f1b6153688baf02e84cf9ce2d4b | NVD | CVE-2022-23573 | CVE-2022-23573: tensorflow | Tensorflow is an Open Source Machine Learning Framework. The implementation of `AssignOp` can result in copying uninitialized data to a new tensor. This later results in undefined behavior. The implementation has a check that the left hand side of the assignment is initialized (to minimize number of allocations), but d... | 2022-02-04T00:00:00 | 2026-07-02T06:02:47.788253Z | tensorflow | tensorflow | AML.T0010.001 | Initial Access | high | [
"tensorflow",
"CWE-908"
] | https://nvd.nist.gov/vuln/detail/CVE-2022-23573 | {
"cve": {
"id": "CVE-2022-23573",
"cveTags": [],
"metrics": {
"ssvcV203": [
{
"source": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
"ssvcData": {
"id": "CVE-2022-23573",
"role": "CISA Coordinator",
"options": [
{
... |
184d4a251a89dbd4f97c9f35fe725ed081a44b77d954ef9644f06f6cf83aaa1a | NVD | CVE-2022-23574 | CVE-2022-23574: tensorflow | Tensorflow is an Open Source Machine Learning Framework. There is a typo in TensorFlow's `SpecializeType` which results in heap OOB read/write. Due to a typo, `arg` is initialized to the `i`th mutable argument in a loop where the loop index is `j`. Hence it is possible to assign to `arg` from outside the vector of argu... | 2022-02-04T00:00:00 | 2026-07-02T06:02:47.788253Z | tensorflow | tensorflow | AML.T0010.001 | Initial Access | high | [
"tensorflow",
"CWE-125",
"CWE-787"
] | https://nvd.nist.gov/vuln/detail/CVE-2022-23574 | {
"cve": {
"id": "CVE-2022-23574",
"cveTags": [],
"metrics": {
"ssvcV203": [
{
"source": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
"ssvcData": {
"id": "CVE-2022-23574",
"role": "CISA Coordinator",
"options": [
{
... |
6f5e1338d3e3ab27280bbff7f04432f1976c4f671391b707caee39d024301ac9 | NVD | CVE-2022-23576 | CVE-2022-23576: tensorflow | Tensorflow is an Open Source Machine Learning Framework. The implementation of `OpLevelCostEstimator::CalculateOutputSize` is vulnerable to an integer overflow if an attacker can create an operation which would involve tensors with large enough number of elements. We can have a large enough number of dimensions in `out... | 2022-02-04T00:00:00 | 2026-07-02T06:02:47.788253Z | tensorflow | tensorflow | AML.T0010.001 | Initial Access | medium | [
"tensorflow",
"CWE-190"
] | https://nvd.nist.gov/vuln/detail/CVE-2022-23576 | {
"cve": {
"id": "CVE-2022-23576",
"cveTags": [],
"metrics": {
"ssvcV203": [
{
"source": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
"ssvcData": {
"id": "CVE-2022-23576",
"role": "CISA Coordinator",
"options": [
{
... |
7279a71c6a9117587c09eca8c29e1e1f3c2af11a4bfdd176f5c11d690bf630be | NVD | CVE-2022-23577 | CVE-2022-23577: tensorflow | Tensorflow is an Open Source Machine Learning Framework. The implementation of `GetInitOp` is vulnerable to a crash caused by dereferencing a null pointer. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also aff... | 2022-02-04T00:00:00 | 2026-07-02T06:02:47.788253Z | tensorflow | tensorflow | AML.T0010.001 | Initial Access | medium | [
"tensorflow",
"CWE-476"
] | https://nvd.nist.gov/vuln/detail/CVE-2022-23577 | {
"cve": {
"id": "CVE-2022-23577",
"cveTags": [],
"metrics": {
"ssvcV203": [
{
"source": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
"ssvcData": {
"id": "CVE-2022-23577",
"role": "CISA Coordinator",
"options": [
{
... |
0fe84e33428fac2518106f9b33aa565091de2f2bf8bc5b0b609b95a27a38335a | NVD | CVE-2022-23578 | CVE-2022-23578: tensorflow | Tensorflow is an Open Source Machine Learning Framework. If a graph node is invalid, TensorFlow can leak memory in the implementation of `ImmutableExecutorState::Initialize`. Here, we set `item->kernel` to `nullptr` but it is a simple `OpKernel*` pointer so the memory that was previously allocated to it would leak. The... | 2022-02-04T00:00:00 | 2026-07-02T06:02:47.788253Z | tensorflow | tensorflow | AML.T0010.001 | Initial Access | medium | [
"tensorflow",
"CWE-401"
] | https://nvd.nist.gov/vuln/detail/CVE-2022-23578 | {
"cve": {
"id": "CVE-2022-23578",
"cveTags": [],
"metrics": {
"ssvcV203": [
{
"source": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
"ssvcData": {
"id": "CVE-2022-23578",
"role": "CISA Coordinator",
"options": [
{
... |
b5009e4410e636a65af3319668801135a1b853f3d05d88f6443563a06c0fa034 | NVD | CVE-2022-23579 | CVE-2022-23579: tensorflow | Tensorflow is an Open Source Machine Learning Framework. The Grappler optimizer in TensorFlow can be used to cause a denial of service by altering a `SavedModel` such that `SafeToRemoveIdentity` would trigger `CHECK` failures. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFl... | 2022-02-04T00:00:00 | 2026-07-02T06:02:47.788253Z | tensorflow | tensorflow | AML.T0029 | Impact | medium | [
"tensorflow",
"CWE-617"
] | https://nvd.nist.gov/vuln/detail/CVE-2022-23579 | {
"cve": {
"id": "CVE-2022-23579",
"cveTags": [],
"metrics": {
"ssvcV203": [
{
"source": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
"ssvcData": {
"id": "CVE-2022-23579",
"role": "CISA Coordinator",
"options": [
{
... |
714809ef168e9ea6a207d5bb287215befa03fed44a70ae13b67774eb69351fe7 | NVD | CVE-2022-23580 | CVE-2022-23580: tensorflow | Tensorflow is an Open Source Machine Learning Framework. During shape inference, TensorFlow can allocate a large vector based on a value from a tensor controlled by the user. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as... | 2022-02-04T00:00:00 | 2026-07-02T06:02:47.788253Z | tensorflow | tensorflow | AML.T0010.001 | Initial Access | medium | [
"tensorflow",
"CWE-400",
"CWE-1284"
] | https://nvd.nist.gov/vuln/detail/CVE-2022-23580 | {
"cve": {
"id": "CVE-2022-23580",
"cveTags": [],
"metrics": {
"ssvcV203": [
{
"source": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
"ssvcData": {
"id": "CVE-2022-23580",
"role": "CISA Coordinator",
"options": [
{
... |
921ff9c9077e117af49c50087f4b5e9039073ce66b7bfaeb8d2131263679d1a7 | NVD | CVE-2022-23581 | CVE-2022-23581: tensorflow | Tensorflow is an Open Source Machine Learning Framework. The Grappler optimizer in TensorFlow can be used to cause a denial of service by altering a `SavedModel` such that `IsSimplifiableReshape` would trigger `CHECK` failures. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorF... | 2022-02-04T00:00:00 | 2026-07-02T06:02:47.788253Z | tensorflow | tensorflow | AML.T0029 | Impact | medium | [
"tensorflow",
"CWE-617"
] | https://nvd.nist.gov/vuln/detail/CVE-2022-23581 | {
"cve": {
"id": "CVE-2022-23581",
"cveTags": [],
"metrics": {
"ssvcV203": [
{
"source": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
"ssvcData": {
"id": "CVE-2022-23581",
"role": "CISA Coordinator",
"options": [
{
... |
b29a5b745811a727f61631b466b3cf645d8303f522c5874db2e5b687609c748d | NVD | CVE-2022-23583 | CVE-2022-23583: tensorflow | Tensorflow is an Open Source Machine Learning Framework. A malicious user can cause a denial of service by altering a `SavedModel` such that any binary op would trigger `CHECK` failures. This occurs when the protobuf part corresponding to the tensor arguments is modified such that the `dtype` no longer matches the `dty... | 2022-02-04T00:00:00 | 2026-07-02T06:02:47.788253Z | tensorflow | tensorflow | AML.T0029 | Impact | medium | [
"tensorflow",
"CWE-617",
"CWE-843"
] | https://nvd.nist.gov/vuln/detail/CVE-2022-23583 | {
"cve": {
"id": "CVE-2022-23583",
"cveTags": [],
"metrics": {
"ssvcV203": [
{
"source": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
"ssvcData": {
"id": "CVE-2022-23583",
"role": "CISA Coordinator",
"options": [
{
... |
1deb85bc0dcda9d01e8c02c67e3715cff1111fd29c9632edc7c41417fb226de4 | NVD | CVE-2022-23584 | CVE-2022-23584: tensorflow | Tensorflow is an Open Source Machine Learning Framework. A malicious user can cause a use after free behavior when decoding PNG images. After `png::CommonFreeDecode(&decode)` gets called, the values of `decode.width` and `decode.height` are in an unspecified state. The fix will be included in TensorFlow 2.8.0. We will ... | 2022-02-04T00:00:00 | 2026-07-02T06:02:47.788253Z | tensorflow | tensorflow | AML.T0010.001 | Initial Access | high | [
"tensorflow",
"CWE-416"
] | https://nvd.nist.gov/vuln/detail/CVE-2022-23584 | {
"cve": {
"id": "CVE-2022-23584",
"cveTags": [],
"metrics": {
"ssvcV203": [
{
"source": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
"ssvcData": {
"id": "CVE-2022-23584",
"role": "CISA Coordinator",
"options": [
{
... |
71e50b1b41d03078ca214050e21279cd27bee4e9e54e535acdd00343906dcc0a | NVD | CVE-2022-23585 | CVE-2022-23585: tensorflow | Tensorflow is an Open Source Machine Learning Framework. When decoding PNG images TensorFlow can produce a memory leak if the image is invalid. After calling `png::CommonInitDecode(..., &decode)`, the `decode` value contains allocated buffers which can only be freed by calling `png::CommonFreeDecode(&decode)`. However,... | 2022-02-04T00:00:00 | 2026-07-02T06:02:47.788253Z | tensorflow | tensorflow | AML.T0010.001 | Initial Access | medium | [
"tensorflow",
"CWE-401"
] | https://nvd.nist.gov/vuln/detail/CVE-2022-23585 | {
"cve": {
"id": "CVE-2022-23585",
"cveTags": [],
"metrics": {
"ssvcV203": [
{
"source": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
"ssvcData": {
"id": "CVE-2022-23585",
"role": "CISA Coordinator",
"options": [
{
... |
a6789fc6a13420ba43950ffd19af2c03834f5fb4d0fd8edf87593cfbc6771365 | NVD | CVE-2022-23586 | CVE-2022-23586: tensorflow | Tensorflow is an Open Source Machine Learning Framework. A malicious user can cause a denial of service by altering a `SavedModel` such that assertions in `function.cc` would be falsified and crash the Python interpreter. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.... | 2022-02-04T00:00:00 | 2026-07-02T06:02:47.788253Z | tensorflow | tensorflow | AML.T0029 | Impact | medium | [
"tensorflow",
"CWE-617"
] | https://nvd.nist.gov/vuln/detail/CVE-2022-23586 | {
"cve": {
"id": "CVE-2022-23586",
"cveTags": [],
"metrics": {
"ssvcV203": [
{
"source": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
"ssvcData": {
"id": "CVE-2022-23586",
"role": "CISA Coordinator",
"options": [
{
... |
710b1b786e4f7830187d136bd969a74f3903186e80c47b5678da91820fd534a1 | NVD | CVE-2022-23587 | CVE-2022-23587: tensorflow | Tensorflow is an Open Source Machine Learning Framework. Under certain scenarios, Grappler component of TensorFlow is vulnerable to an integer overflow during cost estimation for crop and resize. Since the cropping parameters are user controlled, a malicious person can trigger undefined behavior. The fix will be includ... | 2022-02-04T00:00:00 | 2026-07-02T06:02:47.788253Z | tensorflow | tensorflow | AML.T0010.001 | Initial Access | high | [
"tensorflow",
"CWE-190",
"CWE-190"
] | https://nvd.nist.gov/vuln/detail/CVE-2022-23587 | {
"cve": {
"id": "CVE-2022-23587",
"cveTags": [],
"metrics": {
"ssvcV203": [
{
"source": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
"ssvcData": {
"id": "CVE-2022-23587",
"role": "CISA Coordinator",
"options": [
{
... |
9c02106b1bd573da10d9ce82e128df6d0dc43be1ef62297a2bfe964723d750fc | NVD | CVE-2024-46946 | CVE-2024-46946: n/a | langchain_experimental (aka LangChain Experimental) 0.1.17 through 0.3.0 for LangChain allows attackers to execute arbitrary code through sympy.sympify (which uses eval) in LLMSymbolicMathChain. LLMSymbolicMathChain was introduced in fcccde406dd9e9b05fc9babcbeb9ff527b0ec0c6 (2023-10-05). | 2024-09-19T00:00:00 | 2026-07-02T06:02:47.788253Z | n/a | n/a | AML.T0049 | Initial Access | critical | [
"langchain",
"CWE-20"
] | https://nvd.nist.gov/vuln/detail/CVE-2024-46946 | {
"cve": {
"id": "CVE-2024-46946",
"cveTags": [],
"metrics": {
"ssvcV203": [
{
"source": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
"ssvcData": {
"id": "CVE-2024-46946",
"role": "CISA Coordinator",
"options": [
{
... |
8e19cf9e417ed28f120ec241ecb2f1288dafa6d83e55b5c7baafef713d7b3aef | NVD | CVE-2022-23588 | CVE-2022-23588: tensorflow | Tensorflow is an Open Source Machine Learning Framework. A malicious user can cause a denial of service by altering a `SavedModel` such that Grappler optimizer would attempt to build a tensor using a reference `dtype`. This would result in a crash due to a `CHECK`-fail in the `Tensor` constructor as reference types are... | 2022-02-04T00:00:00 | 2026-07-02T06:02:47.788253Z | tensorflow | tensorflow | AML.T0029 | Impact | medium | [
"tensorflow",
"CWE-617"
] | https://nvd.nist.gov/vuln/detail/CVE-2022-23588 | {
"cve": {
"id": "CVE-2022-23588",
"cveTags": [],
"metrics": {
"ssvcV203": [
{
"source": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
"ssvcData": {
"id": "CVE-2022-23588",
"role": "CISA Coordinator",
"options": [
{
... |
f206d0a2ee75164933403c1b98d790605bdd779ea4a9660b3688330882f2e3b1 | NVD | CVE-2022-23589 | CVE-2022-23589: tensorflow | Tensorflow is an Open Source Machine Learning Framework. Under certain scenarios, Grappler component of TensorFlow can trigger a null pointer dereference. There are 2 places where this can occur, for the same malicious alteration of a `SavedModel` file (fixing the first one would trigger the same dereference in the sec... | 2022-02-04T00:00:00 | 2026-07-02T06:02:47.788253Z | tensorflow | tensorflow | AML.T0010.001 | Initial Access | medium | [
"tensorflow",
"CWE-476"
] | https://nvd.nist.gov/vuln/detail/CVE-2022-23589 | {
"cve": {
"id": "CVE-2022-23589",
"cveTags": [],
"metrics": {
"ssvcV203": [
{
"source": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
"ssvcData": {
"id": "CVE-2022-23589",
"role": "CISA Coordinator",
"options": [
{
... |
15063b7a34eb954c56e5e9e56c5f1d58fbd2cced61cfb46d06edd4f12fc4834e | NVD | CVE-2022-23590 | CVE-2022-23590: tensorflow | Tensorflow is an Open Source Machine Learning Framework. A `GraphDef` from a TensorFlow `SavedModel` can be maliciously altered to cause a TensorFlow process to crash due to encountering a `StatusOr` value that is an error and forcibly extracting the value from it. We have patched the issue in multiple GitHub commits a... | 2022-02-04T00:00:00 | 2026-07-02T06:02:47.788253Z | tensorflow | tensorflow | AML.T0010.001 | Initial Access | medium | [
"tensorflow",
"CWE-754"
] | https://nvd.nist.gov/vuln/detail/CVE-2022-23590 | {
"cve": {
"id": "CVE-2022-23590",
"cveTags": [],
"metrics": {
"ssvcV203": [
{
"source": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
"ssvcData": {
"id": "CVE-2022-23590",
"role": "CISA Coordinator",
"options": [
{
... |
End of preview. Expand in Data Studio
ai-sentinel-feed
Unified, normalized AI incident records from public sources, mapped where possible to the MITRE ATLAS adversarial ML taxonomy.
Live API: see the project README on GitHub (tk-tobi/ai-sentinel-feed).
Dataset splits
| Split | Description |
|---|---|
incidents |
All normalized records |
incidents_atlas_mapped |
Records with a mapped ATLAS technique (not unmapped) |
jailbreaks |
Records tagged heuristically for jailbreak / prompt-injection themes |
Record counts at last sync (2026-07-02T06:04:15Z):
{
"incidents": 4395,
"incidents_atlas_mapped": 2700,
"jailbreaks": 15
}
Total incidents in incidents: 4395.
Schema
Each row is a JSON object with:
| Field | Type | Description |
|---|---|---|
id |
string | Stable SHA-256 id (source + source_id) |
source |
string | NVD, AIID, or AIAAIC |
source_id |
string | Upstream identifier (CVE id, AIID id, AIAAIC id) |
title |
string | Short headline |
description |
string | Normalized description (PII masked) |
incident_date |
date | null | When the incident occurred |
ingested_at |
datetime | When this pipeline ingested the record |
vendor |
string | null | Alleged deployer / vendor |
system |
string | null | Product or system name |
atlas_technique |
string | MITRE ATLAS technique id or unmapped |
atlas_tactic |
string | null | ATLAS tactic name |
severity |
string | critical, high, medium, low, informational |
tags |
list[string] | Source-specific tags |
url |
string | null | Canonical reference URL |
raw |
object | Untouched upstream payload subset |
Sources
- NVD: AI/ML library CVEs (
pytorch,tensorflow,langchain,huggingface) - AIID: AI Incident Database
- AIAAIC: AIAAIC Repository
Usage
from datasets import load_dataset
ds = load_dataset("tk-tobi/ai-sentinel-feed")
print(ds["incidents"][0])
# Or load a single JSONL file directly:
ds = load_dataset("json", data_files="hf://datasets/tk-tobi/ai-sentinel-feed/incidents.jsonl")
Citation
If you use this dataset, cite the upstream sources (NVD, AIID, AIAAIC) and link to the ai-sentinel-feed repository.
License
Dataset compilation and normalization code is MIT-licensed. Upstream content remains subject to each source's terms.
- Downloads last month
- 148